# Open Source

> Browse 518 items tagged with Open Source.

## Items

- [MCP Servers Reference](https://mcpserver.ever.works/items/mcp-servers-reference) — MCP server that exercises all features of the MCP protocol, serving as reference implementation.
- [MCP Server for Data Exploration](https://mcpserver.ever.works/items/mcp-server-for-data-exploration) — Comprehensive server for data analysis using Pandas, NumPy, SciPy, Scikit-learn, Statsmodels. Loads CSV and runs Python scripts for complex analysis and visualizations.
- [PaperMC](https://mcpserver.ever.works/items/papermc) — A high-performance fork of Spigot for MCP servers, serving as the backbone for serious development setups. It supports plugins like Denizen or Skript for server-side agent scripting.
- [PrefectHQ FastMCP](https://mcpserver.ever.works/items/prefecthq-fastmcp) — High-level Python framework for building MCP servers.
- [NotFair MCP Skills](https://mcpserver.ever.works/items/notfair-mcp-skills) — Open-source Claude Code skills for SEO, GEO, Google Ads, and Meta Ads. Connects to live data through the Google Ads MCP, Meta Ads MCP, Google Search Console MCP, and Google Analytics (GA4) MCP to run audits, keyword research, wasted-spend detection, and creative-fatigue analysis directly from the Claude Code CLI.
- [Filesystem MCP Server](https://mcpserver.ever.works/items/filesystem-mcp-server) — Node.js server implementing the Model Context Protocol (MCP) for filesystem operations, providing tools for reading, writing, editing, and managing files and directories with dynamic access control via Roots.
- [Git MCP Server](https://mcpserver.ever.works/items/git-mcp-server) — A Git MCP server for AI agents providing 28 tools, 1 resource, and 1 prompt over STDIO and Streamable HTTP transports.
- [GitHub MCP Server](https://mcpserver.ever.works/items/github-mcp-server) — The GitHub MCP Server connects AI tools directly to GitHub's platform, enabling AI agents, assistants, and chatbots to read repositories and code files, manage issues and PRs, analyze code, and automate workflows through natural language interactions.
- [Postgres MCP Pro](https://mcpserver.ever.works/items/postgres-mcp-pro) — An open-source Model Context Protocol (MCP) server for PostgreSQL that provides database health checks, index tuning, query plan analysis, schema intelligence, and safe SQL execution to assist AI agents throughout the development lifecycle.
- [SQLite Cloud MCP Server](https://mcpserver.ever.works/items/sqlitecloud-mcp-server) — An MCP Server that enables seamless interaction with SQLite Cloud databases using AI models via the Model Context Protocol (MCP). It provides tools for executing SQL queries, managing schemas, running commands, and analyzing query performance.
- [Awesome MCP Servers](https://mcpserver.ever.works/items/awesome-mcp-servers) — A curated list of the best MCP Servers, featuring top solutions, libraries, tools, and more. This GitHub repository serves as a comprehensive directory for MCP (Model Context Protocol) servers, useful for developers seeking MCP implementations.
- [Everything MCP Server](https://mcpserver.ever.works/items/everything-mcp-server) — Reference/test server originally built to demonstrate MCP features and SDK usage with prompts, resources, and tools. Intended as an educational example for developers building their own MCP servers.
- [Fetch MCP Server](https://mcpserver.ever.works/items/fetch-mcp-server) — MCP server for web content fetching and conversion optimized for efficient LLM usage. Demonstrates MCP features and SDK usage as a reference implementation.
- [Google Ads MCP](https://mcpserver.ever.works/items/google-ads-mcp) — Official open-source MCP server for Google Ads API, allowing AI assistants to query campaign performance, budget status, keywords, and account structure using natural language and GAQL.
- [Google Calendar MCP Server](https://mcpserver.ever.works/items/google-calendar-mcp-server) — MCP server providing context from calendars, schedules, and availability.
- [LangChain MCP Server](https://mcpserver.ever.works/items/langchain-mcp-server) — LangChain support for building MCP servers allowing AI agents to query knowledge bases and structured data with out-of-the-box integrations and adapters.
- [LlamaIndex MCP Server](https://mcpserver.ever.works/items/llamaindex-mcp-server) — Index builder and context retriever with custom data loaders for knowledge management in LLMs.
- [Memory MCP Server](https://mcpserver.ever.works/items/memory-mcp-server) — Knowledge graph-based persistent memory system for MCP. Reference server demonstrating persistent state management.
- [Meta Ads MCP](https://mcpserver.ever.works/items/meta-ads-mcp) — Community-built open-source MCP servers for Meta Ads API (Facebook, Instagram), enabling read-write campaign management including creation, modification, pausing, and creative analysis.
- [n8n MCP](https://mcpserver.ever.works/items/n8n-mcp) — Open-source self-hosted MCP server for n8n workflow automation, extensible with read-write capabilities under MIT license.
- [Notion MCP Server](https://mcpserver.ever.works/items/notion-mcp-server) — MCP server exposing Notion data such as pages, databases, and tasks as context to LLMs for real-time reference by AI agents. Ideal for knowledge assistants in productivity tools with OAuth integration.
- [OKX MCP Server](https://mcpserver.ever.works/items/okx-mcp-server) — MCP server for crypto price feeds and market data delivery to LLMs.
- [OpenAPI MCP Server (Hugging Face)](https://mcpserver.ever.works/items/openapi-mcp-server-hugging-face) — Community-built OpenAPI MCP server for transparent, standardized access to LLM context from OpenAPI-based APIs. Lightweight demo for interoperability and community experimentation.
- [Pinecone MCP Server](https://mcpserver.ever.works/items/pinecone-mcp-server) — MCP server built on Pinecone’s vector database for fast, similarity-based context retrieval optimized for LLMs recalling semantically relevant facts or documents.
- [Sequential Thinking MCP Server](https://mcpserver.ever.works/items/sequential-thinking-mcp-server) — MCP server for dynamic and reflective problem-solving through thought sequences. Reference implementation for advanced reasoning features.
- [Time MCP Server](https://mcpserver.ever.works/items/time-mcp-server) — MCP server offering time and timezone conversion capabilities. Simple reference for utility tools.
- [Vectara MCP Server](https://mcpserver.ever.works/items/vectara-mcp-server) — Commercial MCP server designed for semantic search and retrieval-augmented generation (RAG). Enables real-time, relevance-ranked context delivery to LLMs using custom and domain-specific embeddings. Supports multi-language queries and is API-first.
- [Weather MCP Server](https://mcpserver.ever.works/items/weather-mcp-server) — Reference MCP implementation for time-series APIs like weather data.
- [12306 MCP](https://mcpserver.ever.works/items/12306-mcp) — MCP server facilitating 12306 ticket searches using a simple API interface based on the Model Context Protocol. Supports Chinese rail ticket queries.
- [Access COM](https://mcpserver.ever.works/items/access-com) — Facilitates seamless interaction with 32-bit Microsoft Access databases through a Model Context Protocol tool, supporting SQL queries and linked table management.
- [Airtable MCP Server](https://mcpserver.ever.works/items/airtable-mcp-server) — Airtable database integration with schema inspection, read and write capabilities. MIT licensed.
- [Alchemy MCP Server](https://mcpserver.ever.works/items/alchemy-mcp-server) — Allow AI agents to interact with Alchemy's blockchain APIs via MCP.
- [AlibabaCloud ADBPG MCP Server](https://mcpserver.ever.works/items/alibabacloud-adbpg-mcp-server) — Facilitates seamless interaction between AI Agents and AnalyticDB PostgreSQL databases for executing SQL operations and retrieving metadata.
- [Allizwell AI MySQL MCP Server](https://mcpserver.ever.works/items/allizwell-ai-mysql-mcp-server) — Facilitates secure, read-only access to MySQL databases, enabling users to list databases, tables, and execute queries with robust security features.
- [Alpha Vantage MCP](https://mcpserver.ever.works/items/alpha-vantage-mcp) — Alpha Vantage API integration for stock and crypto information via MCP.
- [Antigravity Link Extension](https://mcpserver.ever.works/items/antigravity-link-extension) — MCP server + OpenAPI API to control Antigravity IDE instances with snapshot, generation control, instance switching, and task retrieval, including mobile UI.
- [Apify MCP Server](https://mcpserver.ever.works/items/apify-mcp-server) — MCP server to use 3,000+ pre-built cloud tools (Actors) for data extraction from websites, e-commerce, social media, and search engines.
- [Armor Crypto MCP](https://mcpserver.ever.works/items/armor-crypto-mcp) — MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders.
- [AstroMCP](https://mcpserver.ever.works/items/astromcp) — Provides AI assistants with astrological chart functionality, integrating seamlessly via the Model Context Protocol.
- [Auto Dev Skill](https://mcpserver.ever.works/items/auto-dev-skill) — MCP server providing automotive data APIs for AI agents, including VIN decode, vehicle listings, payments, recalls, and specs. Supports vehicle-related queries and data retrieval.
- [Awesome MCP Servers 2](https://mcpserver.ever.works/items/awesome-mcp-servers-2) — Curated directory of Model Context Protocol (MCP) servers categorized by function including File Systems, Version Control, Cloud Storage, Databases, Communication, Monitoring, Search & Web, Location Services, Marketing, Note Taking, Cloud Platforms, Workflow Automation, System Automation, Social Media, Finance, Research & Data, AI Services, Virtualization, Development Tools, Data Visualization, and Identity. Lists production-ready and experimental implementations to extend AI capabilities via standardized interactions. Includes tools like mcp-get CLI and Remote MCP for server management.
- [Awesome X402](https://mcpserver.ever.works/items/awesome-x402) — Curated directory of x402 payment protocol resources, MCP servers, and tools for HTTP 402-based USDC payments on Base.
- [Base MCP](https://mcpserver.ever.works/items/base-mcp) — Base Network integration for onchain tools, allowing interaction with Base Network and Coinbase API for wallet management.
- [Bear Notes MCP](https://mcpserver.ever.works/items/bear-notes-mcp) — Search, read, create, and update Bear Notes directly from AI assistants like Claude. Local-only for privacy.
- [simple_shopify](https://mcpserver.ever.works/items/beswindev-simple_shopify) — Facilitates seamless interaction with Shopify store data via GraphQL API, offering comprehensive management of products, customers, and orders.
- [bgpt-mcp](https://mcpserver.ever.works/items/bgpt-mcp) — Search scientific papers with structured experimental data extracted from full-text studies, returning 25+ fields per paper including methods, results, sample sizes, and quality scores.
- [brainstorm-mcp](https://mcpserver.ever.works/items/brainstorm-mcp) — Multi-round AI brainstorming debates between multiple models like GPT, DeepSeek, Groq, Ollama. Pits LLMs against each other for diverse perspectives.
- [CelestialMCP](https://mcpserver.ever.works/items/celestialmcp) — Offers precise astronomical calculations for celestial object positions and rise/set times, integrating seamlessly with Claude AI.
- [ChargeNow MCP](https://mcpserver.ever.works/items/chargenow-mcp) — MCP server for AI assistants to locate and provide real-time status of EV charging stations using the ChargeNow API.
- [ChemBL MCP](https://mcpserver.ever.works/items/chembl-mcp) — Access ChEMBL data through a Model Context Protocol server, enabling detailed queries on molecules, targets, assays, and bioactivity data.
- [Code Context Provider MCP](https://mcpserver.ever.works/items/code-context-provider-mcp) — Provides code context and analysis for AI assistants by extracting directory structures and code symbols using WebAssembly Tree-sitter parsers.
- [Code Oracle](https://mcpserver.ever.works/items/code-oracle) — Leverages AI to efficiently locate code within large codebases using Gemini 2.5 Flash, integrating seamlessly as an MCP server in Cursor.
- [Code Reasoning](https://mcpserver.ever.works/items/code-reasoning) — Enhances Claude's problem-solving capabilities by breaking down complex programming tasks into manageable steps using structured, sequential thinking.
- [concrete-properties-mcp](https://mcpserver.ever.works/items/concrete-properties-mcp) — Facilitates AI-driven analysis of reinforced concrete sections by providing a unified API interface for calculating geometric and material properties.
- [context-awesome](https://mcpserver.ever.works/items/context-awesome) — MCP server for querying 8,500+ curated awesome lists containing 1M+ items to fetch the best resources for AI agents.
- [mcp-teamtailor](https://mcpserver.ever.works/items/crunchloop-mcp-teamtailor) — Facilitates seamless integration with the Teamtailor API for managing candidate data.
- [DB MCP Server](https://mcpserver.ever.works/items/db-mcp-server) — Database MCP server for MySQL, PostgreSQL, and MongoDB with SSH tunneling support. Run queries, explore schemas, and manage data across multiple database types.
- [Hubspot-MCP](https://mcpserver.ever.works/items/deezsecc-hubspot-mcp) — Facilitates seamless integration of an MCP server with Hubspot databases for enhanced CRM capabilities.
- [DM MCP Server](https://mcpserver.ever.works/items/dm-mcp-server) — Facilitates interaction with Dameng databases by listing tables, executing read-only SQL queries, and displaying table structures.
- [Doris MCP Server](https://mcpserver.ever.works/items/doris-mcp-server) — Facilitates secure, read-only SQL queries and schema exploration on Apache Doris databases for LLM applications.
- [leadpipe-mcp](https://mcpserver.ever.works/items/enzoemir1-leadpipe-mcp) — AI-powered CRM and lead pipeline management with lead ingestion, AI enrichment, scoring (0-100), batch import, search, and export to HubSpot/Pipedrive/Sheets. 8 tools, 3 resources.
- [shopops-mcp](https://mcpserver.ever.works/items/enzoemir1-shopops-mcp) — E-commerce operations with inventory management, dynamic pricing, customer segmentation, sales analytics, product catalog, and order management. 11 tools, 4 resources.
- [EVM MCP Server](https://mcpserver.ever.works/items/evm-mcp-server) — Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts via MCP.
- [FastMCP](https://mcpserver.ever.works/items/fastmcp) — High-level framework for building MCP servers in Python.
- [FastMCP TS](https://mcpserver.ever.works/items/fastmcp-ts) — High-level framework for building MCP servers in TypeScript.
- [Flash Payment System](https://mcpserver.ever.works/items/flash-payment-system) — First write-capable Bitcoin Runes MCP server with 12 tools for minting, transferring, batch-minting Runes, listing BITCOIN•USD•ONE, Chainlink Proof of Reserves, agent swarm coordination, and x402 payments. bUSD1 stablecoin 1:1 backed by Runes.
- [Freqtrade MCP](https://mcpserver.ever.works/items/freqtrade-mcp) — MCP server integrating with Freqtrade cryptocurrency trading bot.
- [Fuel MCP Server](https://mcpserver.ever.works/items/fuel-mcp-server) — Facilitates seamless IDE integration with Fuel Network and Sway Language documentation through advanced semantic search capabilities.
- [GH Self Reviewer](https://mcpserver.ever.works/items/gh-self-reviewer) — A Go-based Anthropic MCP server facilitating self-review of GitHub pull requests with Claude AI integration.
- [GitLab MR MCP](https://mcpserver.ever.works/items/gitlab-mr-mcp) — Interact seamlessly with issues and merge requests of GitLab projects using MCP.
- [Godot MCP](https://mcpserver.ever.works/items/godot-mcp) — MCP server for interacting with Godot game engine: editing, running, debugging, managing projects.
- [Google Calendar MCP](https://mcpserver.ever.works/items/google-calendar-mcp) — MCP server interfacing with the Google Calendar API, built with TypeScript.
- [Google Workspace MCP](https://mcpserver.ever.works/items/google-workspace-mcp) — Comprehensive Google Workspace MCP server supporting Google Calendar, Drive, Gmail, Docs, Forms, Chats, and more.
- [Haymon AI Database](https://mcpserver.ever.works/items/haymon-ai-database) — Single-binary MCP server for MySQL, MariaDB, PostgreSQL & SQLite. Built in Rust with zero runtime dependencies.
- [Henryco23 NBA MCP](https://mcpserver.ever.works/items/henryco23-nba-mcp) — Python MCP server providing comprehensive access to NBA statistics and live game data through the NBA API. Allows natural language queries for NBA data.
- [Heurist Mesh MCP Server](https://mcpserver.ever.works/items/heurist-mesh-mcp-server) — Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation via MCP.
- [Indian Railway MCP](https://mcpserver.ever.works/items/indian-railway-mcp) — MCP server for seamless access to Indian Railway data, including train searches, seat availability, and live status updates.
- [Investor Agent](https://mcpserver.ever.works/items/investor-agent) — Yahoo Finance integration to fetch stock market data including options recommendations via MCP.
- [ios-forensics-mcp](https://mcpserver.ever.works/items/ios-forensics-mcp) — Facilitates forensic analysis of iOS file systems, enabling AI assistants to explore and report on digital artifacts.
- [producthunt-mcp-server](https://mcpserver.ever.works/items/jaipandya-producthunt-mcp-server) — Connects Product Hunt's API to any LLM or agent using the Model Context Protocol for seamless data integration and automation.
- [smartlead-mcp-server-local](https://mcpserver.ever.works/items/jean-technologies-smartlead-mcp-server-local) — Facilitates seamless interaction with Smartlead's email marketing features through a simplified MCP server interface, supporting AI assistants and automation tools.
- [Jira MCP](https://mcpserver.ever.works/items/jira-mcp) — A Go-based MCP connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira.
- [Klavis](https://mcpserver.ever.works/items/klavis) — MCP server to extract and convert YouTube video information.
- [Kokoro TTS MCP](https://mcpserver.ever.works/items/kokoro-tts-mcp) — MCP Server that uses the open weight Kokoro TTS models to convert text-to-speech. Can convert text to MP3 on a local machine.
- [Lara MCP](https://mcpserver.ever.works/items/lara-mcp) — MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection.
- [Lazymac K MCP](https://mcpserver.ever.works/items/lazymac-k-mcp) — Korean wedge MCP providing PIPA compliance, KRW + BOK rates, business registration lookup, address geocoding, and NLP capabilities.
- [Lazymac MCP](https://mcpserver.ever.works/items/lazymac-mcp) — Unified MCP server exposing 42+ developer tools (qr, ip-geo, ai-cost, llm-router, k-privacy, korean-nlp) backed by Cloudflare Workers.
- [liftover-mcp](https://mcpserver.ever.works/items/liftover-mcp) — Facilitates genomic coordinate conversion using the Broad Institute's Liftover tool via a programmatic interface.
- [linear-mcp](https://mcpserver.ever.works/items/linear-mcp) — MCP server facilitating interaction with the Linear API for ticket management and prioritization.
- [LongPort OpenAPI](https://mcpserver.ever.works/items/longport-openapi) — LongPort OpenAPI provides real-time stock market data, AI access analysis, and trading capabilities through MCP.
- [MathsIA API](https://mcpserver.ever.works/items/mathsia-api) — Integrates FastAPI-MCP to enable AI models to manage a flashcard system for math learning, offering features for user management and progress tracking.
- [MCO Postgres](https://mcpserver.ever.works/items/mco-postgres) — Enables language models to perform read-only operations on PostgreSQL databases by providing schema inspection and query execution capabilities.
- [MCP Clean Code](https://mcpserver.ever.works/items/mcp-clean-code) — Facilitates the planning and creation of clean, well-structured code with comprehensive English comments, focusing on readability and maintainability.
- [MCP ClickHouse](https://mcpserver.ever.works/items/mcp-clickhouse) — ClickHouse database integration with schema inspection and query capabilities. Apache-2 licensed.
- [MCP Confluent](https://mcpserver.ever.works/items/mcp-confluent) — Confluent integration to interact with Confluent Kafka and Confluent Cloud REST APIs. MIT licensed.
- [MCP GSuite](https://mcpserver.ever.works/items/mcp-gsuite) — Integration with Gmail and Google Calendar via MCP.
- [MCP Law Office DB](https://mcpserver.ever.works/items/mcp-law-office-db) — Facilitates efficient management of law office databases, focusing on client records, case filing, time tracking, and invoice management.
- [MCP Massive](https://mcpserver.ever.works/items/mcp-massive) — MCP server for Massive.com Financial Market Data.
- [MCP Mongo](https://mcpserver.ever.works/items/mcp-mongo) — Facilitates natural language interactions with MongoDB databases through a Model Context Protocol server, enabling LLMs to perform queries, schema exploration, and data operations.
- [MCP MongoDB](https://mcpserver.ever.works/items/mcp-mongodb) — Facilitates AI-driven interactions with MongoDB through natural language queries, supporting seamless data management and retrieval. Provides a Model Context Protocol server for MongoDB databases.
- [MCP MySQL](https://mcpserver.ever.works/items/mcp-mysql) — Facilitates secure MySQL connections via SSH tunneling, enabling controlled database operations through an MCP server.
- [MCP MySQL Go](https://mcpserver.ever.works/items/mcp-mysql-go) — Facilitates MySQL database operations through a Go-based MCP server, enabling seamless integration with MCP clients for database querying and management.
- [MCP MySQL Server](https://mcpserver.ever.works/items/mcp-mysql-server) — Facilitates AI model interactions with MySQL databases via a standardized interface, supporting both local and remote deployment modes.
- [MCP MySQL Server Implementation](https://mcpserver.ever.works/items/mcp-mysql-server-implementation) — Facilitates LLMs in accessing and executing SQL queries on MySQL databases, with robust security and performance features.
- [MCP Neo4j](https://mcpserver.ever.works/items/mcp-neo4j) — Model Context Protocol with Neo4j for running queries, Knowledge Graph Memory, and managing Neo4j Aura Instances. MIT licensed.
- [MCP Node MSSQL](https://mcpserver.ever.works/items/mcp-node-mssql) — Facilitates SQL Server interactions via MCP using node-mssql, enabling seamless database management.
- [MCP Redis](https://mcpserver.ever.works/items/mcp-redis) — The Redis official MCP Server offers an interface to manage and search data in Redis. MIT licensed.
- [MCP Server Airbnb](https://mcpserver.ever.works/items/mcp-server-airbnb) — Provides tools to search Airbnb and get listing details for travel services.
- [MCP Server Azure DevOps](https://mcpserver.ever.works/items/mcp-server-azure-devops) — Azure DevOps integration for repository management, work items, and pipelines via MCP.
- [MCP Server CCXT](https://mcpserver.ever.works/items/mcp-server-ccxt) — MCP server for real-time crypto market data and trading via 20+ exchanges using CCXT library.
- [MCP Server MySQL](https://mcpserver.ever.works/items/mcp-server-mysql) — MySQL database integration in NodeJS with configurable access controls and schema inspection. MIT licensed.
- [MCP Server Qdrant](https://mcpserver.ever.works/items/mcp-server-qdrant) — A Qdrant MCP server for vector database interactions. Apache-2 licensed.
- [MCP Server with Claude AI](https://mcpserver.ever.works/items/mcp-server-with-claude-ai) — Facilitates secure interaction between AI applications and MySQL databases through a controlled MCP interface.
- [MCP Snowflake Reader TS](https://mcpserver.ever.works/items/mcp-snowflake-reader-ts) — Provides secure, read-only access to Snowflake databases via the MCP protocol, supporting cross-platform functionality and query caching.
- [MCP Soccer Data](https://mcpserver.ever.works/items/mcp-soccer-data) — MCP server delivering real-time football match data through natural language interactions using the SoccerDataAPI. Enables AI agents to access live soccer statistics and match details.
- [MCP Trino](https://mcpserver.ever.works/items/mcp-trino) — A Go implementation of a Model Context Protocol (MCP) server for Trino. MIT licensed.
- [MCP Unity](https://mcpserver.ever.works/items/mcp-unity) — MCP Server for Unity3d Game Engine integration in game development.
- [MEC Postgres](https://mcpserver.ever.works/items/mec-postgres) — Facilitates read and write operations on PostgreSQL databases, allowing LLMs to interact with database schemas and execute SQL queries.
- [prospeo-mcp-server](https://mcpserver.ever.works/items/meerkats-ai-prospeo-mcp-server) — Integrates with the Prospeo API to provide email finding and LinkedIn profile enrichment capabilities.
- [rocketreach-mcp-server](https://mcpserver.ever.works/items/meerkats-ai-rocketreach-mcp-server) — Integrates with RocketReach API to provide email, phone number finding, and company enrichment capabilities.
- [smartlead-mcp-server](https://mcpserver.ever.works/items/meerkats-ai-smartlead-mcp-server) — Facilitates Smartlead campaign management by providing tools for creating, updating, and managing campaigns and their sequences.
- [MetaMCP](https://mcpserver.ever.works/items/metamcp) — MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.
- [MetaTrader MCP Server](https://mcpserver.ever.works/items/metatrader-mcp-server) — Enable AI LLMs to execute trades using MetaTrader 5 platform.
- [mcp-metricool](https://mcpserver.ever.works/items/metricool-mcp-metricool) — Facilitates AI-driven analysis and scheduling of social media metrics and campaigns via the Metricool API.
- [docusign-test-js-sdk-public](https://mcpserver.ever.works/items/mgds01-docusign-test-js-sdk-public) — A TypeScript SDK that serves as an installable MCP server, exposing Docusign API methods for AI applications.
- [MLB API MCP](https://mcpserver.ever.works/items/mlb-api-mcp) — Python MCP server acting as a proxy to the MLB API, providing player info, stats, and game information. Facilitates access to baseball data for AI applications.
- [molecule_mcp](https://mcpserver.ever.works/items/molecule_mcp) — Facilitates chemistry-focused applications by visualizing molecules and retrieving molecular properties using SMILES codes, integrated with LLMs like Claude Desktop.
- [my_experiment](https://mcpserver.ever.works/items/my_experiment) — Enhance Roo Code with MCP server implementations for AI-driven coding tools, offering seamless integration and configuration across platforms.
- [MySQL MCP Server](https://mcpserver.ever.works/items/mysql-mcp-server) — Facilitates secure interaction between AI applications and MySQL databases through a structured MCP interface.
- [MySQL MCP Server Cursor](https://mcpserver.ever.works/items/mysql-mcp-server-cursor) — Facilitates interaction with MySQL databases in Cursor IDE through a Model Context Protocol server.
- [MySQL MCP Server Modification](https://mcpserver.ever.works/items/mysql-mcp-server-modification) — Provides read-only access to MySQL databases, allowing users to list databases, tables, and execute queries through an MCP server.
- [MySQL Schema Explorer MCP](https://mcpserver.ever.works/items/mysql-schema-explorer-mcp) — Facilitates efficient access to MySQL database schema information using the Model Context Protocol, ideal for large-scale databases.
- [NBA Stats Predictor MCP](https://mcpserver.ever.works/items/nba-stats-predictor-mcp) — MCP server that generates NBA player performance forecasts using real-time data analysis and advanced statistical modeling. Provides access to NBA statistics for predictive analytics in sports applications.
- [NCBI-MCP](https://mcpserver.ever.works/items/ncbi-mcp) — Facilitates access to NCBI Datasets through a modular MCP server with OpenAPI-driven endpoints for genome, gene, and taxonomy data.
- [Neo4j MCP](https://mcpserver.ever.works/items/neo4j-mcp) — Facilitates natural language interaction with Neo4j graph databases through the MCP protocol, enabling schema exploration, query execution, and database management.
- [Neurolink](https://mcpserver.ever.works/items/neurolink) — Making enterprise AI infrastructure universally accessible. Edge-first platform unifying 12 providers and 100+ models as an MCP server for aggregators.
- [Octagon MCP Server](https://mcpserver.ever.works/items/octagon-mcp-server) — Octagon AI Agents to integrate private and public market data via MCP.
- [PBP](https://mcpserver.ever.works/items/pbp) — AI-powered MCP server for job application management in the German-speaking market (DACH). Features 73 tools, 18 guided workflows, 18 job portal scrapers, React dashboard with 8 tabs, email integration (.msg/.eml), calendar with .ics export, intelligent scoring, and AI coaching. Runs locally, privacy-first, MIT licensed, German language only.
- [Prometheus MCP Server](https://mcpserver.ever.works/items/prometheus-mcp-server) — Query and analyze Prometheus, an open-source monitoring system. MIT licensed.
- [pubnub-mcp-server](https://mcpserver.ever.works/items/pubnub-mcp-server) — CLI-based MCP server providing access to PubNub SDK and Functions documentation within Cursor IDE.
- [QuantConnect MCP Server](https://mcpserver.ever.works/items/quantconnect-mcp-server) — Dockerized Python MCP server bridging local AI with QuantConnect for algorithmic trading.
- [Redshift MCP Server](https://mcpserver.ever.works/items/redshift-mcp-server) — Facilitates AI assistant interactions with Amazon Redshift databases through a Python-based MCP server.
- [Repo Explorer](https://mcpserver.ever.works/items/repo-explorer) — Efficiently explore and analyze Git repositories with advanced caching and cross-repository code pattern search, integrating seamlessly with Claude AI.
- [research](https://mcpserver.ever.works/items/research) — Multi-agent deep researcher using MCP for comprehensive web searches with Linkup and CrewAI orchestration.
- [roundtable-dashboard](https://mcpserver.ever.works/items/roundtable-dashboard) — Multi-model AI debate platform with remote MCP server. GPT-4o, Claude, Gemini and 200+ models discuss prompts in structured rounds, synthesizing insights via Streamable HTTP.
- [RR.MCP](https://mcpserver.ever.works/items/rr-mcp) — Facilitates AI-driven .NET project analysis by extracting interfaces, models, and data structures using PowerShell scripts.
- [Sats4AI MCP Server](https://mcpserver.ever.works/items/sats4ai-mcp-server) — Bitcoin Lightning-powered AI tools marketplace MCP server with 20+ tools for image, video, audio, text generation, TTS (467 voices), web search, document conversion, and phone calls. Pay per use with sats, no signup required.
- [SBB MCP](https://mcpserver.ever.works/items/sbb-mcp) — Swiss Federal Railways (SBB/CFF/FFS) MCP server providing real-time train schedules, ticket prices with Half-Fare/GA support, and direct purchase links via the official SBB SMAPI. Enables AI assistants to query Swiss rail information.
- [SearchAPI MCP](https://mcpserver.ever.works/items/searchapi-mcp) — MCP server facilitating complex travel planning by integrating flight, hotel, and map services. Enables multi-context queries for travel itineraries.
- [Sequential Thinking](https://mcpserver.ever.works/items/sequential-thinking) — Facilitates dynamic problem-solving through structured, step-by-step thinking processes.
- [ai-visibility](https://mcpserver.ever.works/items/sharozdawa-ai-visibility) — Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini with visibility scores, sentiment analysis, and competitor detection. MCP server for AI-driven brand monitoring.
- [indexnow-mcp](https://mcpserver.ever.works/items/sharozdawa-indexnow-mcp) — Instant URL indexing via IndexNow (Bing, Yandex, Naver, Seznam) and Google Indexing API with sitemap parsing and key generation. MCP server for SEO indexing tools.
- [robotstxt-ai](https://mcpserver.ever.works/items/sharozdawa-robotstxt-ai) — Visual robots.txt manager for AI crawlers with toggle controls for 20+ bots including GPTBot, ClaudeBot, and PerplexityBot. MCP server for robots.txt management.
- [schema-gen](https://mcpserver.ever.works/items/sharozdawa-schema-gen) — Schema.org JSON-LD markup generator with 12 types (Person, Product, FAQ, Article, Organization, HowTo, etc.) and live preview. MCP server for structured data generation.
- [mcp-close-server](https://mcpserver.ever.works/items/shiftengineering-mcp-close-server) — Connects to Close.com API to manage leads, contacts, emails, tasks, opportunities, calls, and users for AI assistants.
- [Sovereign Agent Chain](https://mcpserver.ever.works/items/sovereign-agent-chain) — Bitcoin-native AI agent marketplace with AGT meta-protocol on OP_RETURN. Provides 32 MCP tools including PSBT wallet bridge, cross-chain swaps (BTC/SOL/ETH/Runes), agent registry, reputation, escrow, and block scanner. 258 tests.
- [SQL MCP](https://mcpserver.ever.works/items/sql-mcp) — Facilitates secure, read-only interactions between LLMs and SQL databases using MCP tools.
- [Teslamate MCP](https://mcpserver.ever.works/items/teslamate-mcp) — Model Context Protocol (MCP) server that provides access to TeslaMate database, allowing AI assistants to query vehicle data.
- [TrainingPeaks MCP](https://mcpserver.ever.works/items/trainingpeaks-mcp) — MCP server accessing TrainingPeaks training data including fitness metrics (CTL/ATL/TSB), workout history, and power/pace personal records for endurance athletes. Enables AI agents to query athlete performance data.
- [Typesense MCP Server](https://mcpserver.ever.works/items/typesense-mcp-server) — Facilitates seamless integration with Typesense by managing collections, documents, and search operations through MCP.
- [Unity MCP](https://mcpserver.ever.works/items/unity-mcp) — MCP Server for Unity Editor and games made with Unity.
- [Variflight MCP](https://mcpserver.ever.works/items/variflight-mcp) — MCP server for querying flight information, weather data, and flight comfort metrics for Variflight services. Provides aviation data access.
- [Voicemode](https://mcpserver.ever.works/items/voicemode) — Complete voice interaction server supporting speech-to-text, text-to-speech, and real-time voice conversations.
- [VueSage](https://mcpserver.ever.works/items/vuesage) — Enhances Vue component quality through intelligent analysis and optimization, leveraging MCP for seamless integration with editors.
- [WAII MCP Server](https://mcpserver.ever.works/items/waii-mcp-server) — Facilitates natural language interaction with databases, enabling Language Models to execute queries and process data through WAII.
- [Wren Engine](https://mcpserver.ever.works/items/wren-engine) — The Semantic Engine for Model Context Protocol (MCP) Clients and AI Agents, providing semantic capabilities. Apache-2 licensed.
- [Xero MCP Server](https://mcpserver.ever.works/items/xero-mcp-server) — MCP server integrating with Xero's API for accounting and business data access.
- [YDB MCP](https://mcpserver.ever.works/items/ydb-mcp) — Facilitates AI-driven interactions with YDB databases through a Model Context Protocol server, enabling natural language database operations.
- [YFinance MCP](https://mcpserver.ever.works/items/yfinance-mcp) — MCP server using yfinance for Yahoo Finance information.
- [ai-visibility](https://mcpserver.ever.works/items/ai-visibility) — Tracks brand visibility across ChatGPT, Perplexity, Claude, and Gemini. Offers visibility scores, sentiment analysis, and competitor detection for marketing insights.
- [Claude MCP Data Explorer](https://mcpserver.ever.works/items/claude-mcp-data-explorer) — Server for analyzing CSV data within Claude using Pandas, NumPy, Scikit-learn, and visualization libraries. Supports loading CSV and running scripts for exploratory data analysis.
- [CMR-MCP NASA Earthdata Search](https://mcpserver.ever.works/items/cmr-mcp-nasa-earthdata-search) — NASA PO.DAAC server connecting to Earth science data catalogs via Common Metadata Repository (CMR). Enables natural language queries for climate, oceanographic, and atmospheric datasets.
- [CodeWiki MCP](https://mcpserver.ever.works/items/codewiki-mcp) — MCP server for codewiki.google — search repos, fetch AI-generated wiki docs, and ask questions about any open-source repository.
- [Data.gov MCP Server](https://mcpserver.ever.works/items/datagov-mcp-server) — Server accessing U.S. government datasets via Data.gov CKAN API. Supports package search, details, groups, and tags for public policy and cross-agency research.
- [DataHub MCP Server](https://mcpserver.ever.works/items/datahub-mcp-server) — Server connecting to DataHub metadata platform for data discovery, observability, governance. Retrieves entity metadata, lineage, queries via GraphQL.
- [Education Data MCP Server](https://mcpserver.ever.works/items/education-data-mcp-server) — Server accessing Urban Institute's Education Data API for U.S. schools, districts, colleges. Supports data retrieval and summaries for educational research and policy analysis.
- [Fiscal Data MCP Server](https://mcpserver.ever.works/items/fiscal-data-mcp-server) — Server connecting to U.S. Treasury Fiscal Data API for government financial data. Fetches daily treasury statements with hourly caching for 30 days of historical data.
- [guMCP](https://mcpserver.ever.works/items/gumcp) — guMCP by Gumloop provides free, open-source, fully hosted MCP servers for seamless integration with any AI app.
- [indexnow-mcp](https://mcpserver.ever.works/items/indexnow-mcp) — Enables instant URL indexing via IndexNow for Bing, Yandex, Naver, Seznam, and Google Indexing API. Includes sitemap parsing and key generation for SEO optimization.
- [mcp-close-server](https://mcpserver.ever.works/items/mcp-close-server) — Connects to Close.com API to manage leads, contacts, emails, tasks, opportunities, calls, and users for AI assistants in sales workflows.
- [NBA MCP Server](https://mcpserver.ever.works/items/nba-mcp-server) — A Python server utilizing MCP to provide comprehensive access to NBA statistics and live game data through the NBA API. It enables AI agents to query player stats, game schedules, and real-time updates.
- [OpenTools](https://mcpserver.ever.works/items/opentools) — OpenTools MCP enables AI agents to access 100+ APIs via natural language. It features tool discovery and caching for efficient agentic workflows, serving as an alternative to Composio.
- [Penrose MCP Server](https://mcpserver.ever.works/items/penrose-mcp-server) — Server interfacing with Penrose for programmatic mathematical diagrams. Creates domain-specific languages, substances, styles, and generates SVG diagrams.
- [prospeo-mcp-server](https://mcpserver.ever.works/items/prospeo-mcp-server) — Integrates with Prospeo API for email finding and LinkedIn profile enrichment to support lead generation and sales prospecting.
- [robotstxt-ai](https://mcpserver.ever.works/items/robotstxt-ai) — Visual robots.txt manager for AI crawlers. Supports toggle controls for 20+ bots including GPTBot, ClaudeBot, and PerplexityBot to control AI scraping.
- [rocketreach-mcp-server](https://mcpserver.ever.works/items/rocketreach-mcp-server) — Integrates with RocketReach API to provide email, phone number finding, and company enrichment capabilities for sales and marketing teams.
- [RR.MCP](https://mcpserver.ever.works/items/rrmcp) — Facilitates AI-driven .NET project analysis by extracting interfaces, models, and data structures using PowerShell scripts. Provides structured outputs for LLMs to understand .NET codebases.
- [schema-gen](https://mcpserver.ever.works/items/schema-gen) — Schema.org JSON-LD markup generator supporting 12 types including Person, Product, FAQ, Article, Organization, HowTo. Features live preview for SEO structured data.
- [ZapDelivery](https://mcpserver.ever.works/items/zapdelivery) — ZapDelivery API facilitates self-service delivery projects with an integrated MCP endpoint for seamless operations in logistics and e-commerce.
- [AWS Knowledge MCP Server](https://mcpserver.ever.works/items/aws-knowledge-mcp-server) — Remote, fully-managed MCP server hosted by AWS providing access to latest AWS docs, API references, What's New Posts, Getting Started info, Builder Center, Blog posts, Architectural references, and Well-Architected guidance. Enhances AI assistants with current AWS knowledge to reduce hallucinations and improve accuracy.
- [ModelContextProtocol Filesystem MCP Server](https://mcpserver.ever.works/items/modelcontextprotocol-filesystem-mcp-server) — Local filesystem MCP server for read/write files, directory operations, file search, and metadata retrieval within specified directories from Claude Desktop or Cursor.
- [ModelContextProtocol Memory MCP Server](https://mcpserver.ever.works/items/modelcontextprotocol-memory-mcp-server) — Persistent memory server for Claude using knowledge graph to maintain context across conversations, storing and updating user information in a database.
- [Quickstart Resources](https://mcpserver.ever.works/items/quickstart-resources) — GitHub repository aggregating minimal servers and clients from Model Context Protocol (MCP) tutorials, such as the simple weather server from the Quickstart guide and an LLM-powered chatbot client from the Building MCP Clients tutorial. Designed as quickstarts for developers, it facilitates hands-on learning of MCP implementations through simplified examples. Unlike full reference servers, these prioritize core concepts and ease of setup, with security guidance for production hardening.
- [Appsmith MCP Server](https://mcpserver.ever.works/items/appsmith-mcp-server) — Open-source low-code platform MCP server enabling AI agents to build internal tools, admin panels, and CRUD apps via natural language. Features drag-and-drop UI builder, 45+ data source integrations, and custom JS logic directly from IDEs. Unlike VSCode MCP focused on code editing, Appsmith excels in rapid app prototyping with visual workflows and database connectivity.
- [Budibase MCP Server](https://mcpserver.ever.works/items/budibase-mcp-server) — Open-source low-code platform MCP server for Budibase, enabling AI agents to rapidly build business apps, internal tools, and workflows with database integrations and automation capabilities.
- [Filesystem](https://mcpserver.ever.works/items/filesystem) — The Filesystem MCP server provides secure access to local filesystems for read/write operations, directory listing, metadata retrieval, and file management, incorporating security measures like sandboxing, configurable access controls, and permission enforcement. Key features include multi-format file support and efficient IO operations suitable for diverse use cases. Ideal for AI agent file management such as backups, content generation, and local data handling; offers direct local access unlike cloud-centric alternatives like AWS S3 MCP servers.
- [mcp-agentai](https://mcpserver.ever.works/items/mcp-agentai) — mcp-agentai is an open-source MCP server for AI agent orchestration, enabling multi-agent workflows via Model Context Protocol. It provides key features including agent communication, task delegation, and state management. Ideal for building complex AI systems and integrating with LLMs, it serves as an MCP-focused alternative to LangGraph.
- [openweather-mcp](https://mcpserver.ever.works/items/openweather-mcp) — Facilitates weather data retrieval from OpenWeather.org via a Model Context Protocol server. Provides current weather, forecasts, and alerts for AI integration.
- [FastMCP TypeScript](https://mcpserver.ever.works/items/fastmcp-typescript) — High-level framework for building MCP servers in TypeScript.
- [LiteMCP](https://mcpserver.ever.works/items/litemcp) — A high-level framework for building MCP servers in JavaScript/TypeScript. Featured in awesome-mcp-devtools SDK list.
- [mcp-filesystem-server](https://mcpserver.ever.works/items/mcp-filesystem-server) — Golang implementation for local file system access. Provides MCP tools for interacting with the local filesystem. Licensed under MIT.
- [mcp-framework](https://mcpserver.ever.works/items/mcp-framework) — Fast and elegant TypeScript framework for building MCP servers. Listed in awesome-mcp-devtools as a JavaScript/TypeScript SDK.
- [ModelFetch](https://mcpserver.ever.works/items/modelfetch) — A runtime-agnostic SDK to create and deploy MCP servers anywhere TypeScript/JavaScript runs. From awesome-mcp-devtools JavaScript/TypeScript SDKs.
- [AWS Documentation MCP Server](https://mcpserver.ever.works/items/aws-documentation-mcp-server) — MCP server providing latest AWS docs and API references. Enables AI assistants to access up-to-date technical documentation for accurate code generation and best practices.
- [godoc-mcp](https://mcpserver.ever.works/items/godoc-mcp) — Token-efficient Go documentation server providing AI assistants with access to package docs and types.
- [MkDocs Material](https://mcpserver.ever.works/items/mkdocs-material) — Documentation that simply works, for MCP server docs.
- [read-docs-mcp](https://mcpserver.ever.works/items/read-docs-mcp) — Read-Docs-MCP is an MCP server specialized in reading documentation from Git repositories. It allows AI agents to fetch, parse, and query repo docs like READMEs, wikis, and code comments via natural language. Key features: git integration, markdown rendering, semantic search over docs; use cases: code research, onboarding, troubleshooting without cloning repos. Compared to general repo MCPs like GitHub MCP, it focuses purely on documentation extraction.
- [SearXNG](https://mcpserver.ever.works/items/searxng) — Model Context Protocol Server for SearXNG, enabling privacy-focused metasearch.
- [Webflow MCP Server](https://mcpserver.ever.works/items/webflow-mcp-server) — Node.js server implementing Model Context Protocol (MCP) for Webflow using the Webflow JavaScript SDK. Enables AI agents to interact with Webflow APIs through remote or local installations, supporting tools for site management in Webflow Designer. Requires Node.js 22.3.0+ and a Webflow account.
- [fantasy-pl-mcp](https://mcpserver.ever.works/items/fantasy-pl-mcp) — An MCP server for real-time Fantasy Premier League data and analysis tools. Enables AI agents to access FPL data. Licensed under MIT.
- [llm-context.py](https://mcpserver.ever.works/items/llm-contextpy) — Share code context with LLMs via MCP or clipboard. Enables LLMs to access and manage code context efficiently. Licensed under Apache-2.
- [mcp-gdrive](https://mcpserver.ever.works/items/mcp-gdrive) — Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets. Allows AI agents to interact with Google Drive files and Sheets. Licensed under MIT.
- [mcp_massive](https://mcpserver.ever.works/items/mcp_massive) — An MCP server for Massive.com Financial Market Data. Provides access to financial market data via MCP for AI agents. Licensed under MIT.
- [openapi](https://mcpserver.ever.works/items/openapi) — LongPort OpenAPI provides real-time stock market data, provides AI access analysis and trading capabilities through MCP. Enables AI agents to access financial market data and execute trades. Licensed under Apache-2.
- [opgg-mcp](https://mcpserver.ever.works/items/opgg-mcp) — Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion statistics and match insights. Licensed under MIT.
- [CoderGamester/mcp-unity](https://mcpserver.ever.works/items/codergamestermcp-unity) — A Model Context Protocol (MCP) server designed for Unity3d Game Engine integration, allowing seamless AI-assisted development and tooling within Unity projects. Supports menu execution, object selection, package management, and test running.
- [AnkiConnect MCP](https://mcpserver.ever.works/items/ankiconnect-mcp) — MCP server for Anki flashcard management, integrates with VSCode/JetBrains for learning tool access in coding sessions. Key features: deck/card operations, spaced repetition autocomplete. Use cases: code completion with educational flashcards in AI agents; adds learning layer beyond native LSP.
- [Antigravity Link](https://mcpserver.ever.works/items/antigravity-link) — Mobile companion MCP server for Google's Antigravity IDE, integrates with VSCode and JetBrains for cross-device AI collaboration and file management. Key features: session mirroring, autocomplete for workflows, debugging across devices. Use cases: on-the-go code completion in AI agents; exceeds native LSP with mobile IDE syncing.
- [Dataset Viewer MCP Server](https://mcpserver.ever.works/items/dataset-viewer-mcp-server) — Server interfacing with Hugging Face Dataset Viewer API for analyzing datasets without full downloads. Supports validation, info retrieval, row fetching, statistics, searching, filtering, and Parquet downloads.
- [claude-node](https://mcpserver.ever.works/items/claude-node) — Python subprocess bridge for Claude Code CLI, enabling Python code to access Claude Code's native capabilities via stream-json. Facilitates direct integration of Claude Code features into Python environments using MCP.
- [Dive MCP Platform](https://mcpserver.ever.works/items/dive-mcp-platform) — An open-source MCP Host Desktop Application that seamlessly integrates with any LLM supporting function calling capabilities, providing a unified desktop interface for MCP server management and tool execution.
- [fastmcp (PrefectHQ)](https://mcpserver.ever.works/items/fastmcp-prefecthq) — A high-level framework for building MCP servers in Python.
- [fastmcp (punkpeye)](https://mcpserver.ever.works/items/fastmcp-punkpeye) — A high-level framework for building MCP servers in TypeScript.
- [FeatBit MCP Server](https://mcpserver.ever.works/items/featbit-mcp-server) — Open-source feature flag infrastructure MCP server designed for the AI era, providing developers with self-hosted feature toggle management through Model Context Protocol integration.
- [Intlayer](https://mcpserver.ever.works/items/intlayer) — MCP Server enhancing IDE with AI assistance for Intlayer i18n/CMS tool, providing smart CLI access and docs.
- [mcp-bear](https://mcpserver.ever.works/items/mcp-bear) — A MCP server for interacting with Bear note-taking software. Allows AI agents to manage notes in Bear app through MCP protocol. Categorized under Note Taking.
- [mcp-github-notifications](https://mcpserver.ever.works/items/mcp-github-notifications) — An MCP server for the GitHub notifications API for OSS maintainers. Allows AI agents to manage and query GitHub notifications.
- [mcp-python-demo](https://mcpserver.ever.works/items/mcp-python-demo) — A project based on MCP (Model Context Protocol) that integrates Zhipu AI and Tencent Maps API, providing weather query, geocoding, and web search functions. It is categorized under Location Services with 2 stars.
- [mcp-server-requests](https://mcpserver.ever.works/items/mcp-server-requests) — MCP server for web content retrieval with full webpage filtered content or Markdown-converted output, custom user-agent, multi-HTTP method support (GET/POST/PUT/DELETE/PATCH), LLM-controlled request headers, and LLM-accessible response headers. Primarily used for browser automation tasks in MCP environments.
- [mcp-sqlalchemy-server](https://mcpserver.ever.works/items/mcp-sqlalchemy-server) — A simple MCP ODBC server using FastAPI ODBC and SQLAlchemy. Provides database connectivity for AI agents through the Model Context Protocol, enabling secure ODBC interactions.
- [MCPcat](https://mcpserver.ever.works/items/mcpcat) — Analytics and monitoring toolkit for MCP servers, featuring user tracking, session replay, and live debugging. Provides insights into tool invocations, errors, and performance. Similar to Sentry or PostHog but MCP-specific. Use cases: observing AI agent behaviors, debugging tool chains, and optimizing MCP performance in production.
- [Memento MCP](https://mcpserver.ever.works/items/memento-mcp) — Memento MCP is a knowledge graph memory system for LLMs. It enables persistent memory management using knowledge graphs and databases, ideal for AI agents requiring structured knowledge storage.
- [Owlex](https://mcpserver.ever.works/items/owlex) — AI council server that queries CLI agents (Claude Code, Codex, Gemini, OpenCode) in parallel with deliberation rounds for collaborative coding.
- [Rollup](https://mcpserver.ever.works/items/rollup) — Next-generation ES module bundler, essential for building MCP server bundles.
- [simple-mcp](https://mcpserver.ever.works/items/simple-mcp) — Lightweight TypeScript library for rapidly building MCP servers with minimal boilerplate. Enables defining tools and resources via simple APIs, ideal for prototyping and embedding MCP functionality in Node.js apps. Compared to full frameworks like FrontMCP, prioritizes speed and simplicity over advanced modularity. Use cases include quick MCP service creation for AI agents and lightweight integrations.
- [ToolJet MCP Server](https://mcpserver.ever.works/items/tooljet-mcp-server) — Open-source low-code platform MCP server for ToolJet, providing AI agents with tools to build internal applications, connect databases, and create custom business logic with JavaScript.
- [TypeScript MCP Framework](https://mcpserver.ever.works/items/typescript-mcp-framework) — A framework for writing MCP (Model Context Protocol) servers in Typescript.
- [Blender MCP Server](https://mcpserver.ever.works/items/blender-mcp-server) — MCP server for Blender enabling interactive 3D modeling, scene creation, object manipulation, material control, scene inspection, and Python code execution via Claude AI.
- [ClickHouse MCP](https://mcpserver.ever.works/items/clickhouse-mcp-clickhouse) — ClickHouse database integration with schema inspection and query capabilities. Apache-2 license.
- [Trino MCP](https://mcpserver.ever.works/items/tuannvm-mcp-trino) — A Go implementation of a Model Context Protocol (MCP) server for Trino. MIT license.
- [Aurora DSQL MCP Server](https://mcpserver.ever.works/items/aurora-dsql-mcp-server) — Aurora DSQL MCP Server provides AI agents with direct SQL query access to Amazon Aurora databases via MCP. Key features include open-source implementation by AWS Labs, easy installation via uvx, and support for direct SQL execution. Use cases encompass AI-driven data retrieval and analysis; compared to general PostgreSQL MCP, it offers native AWS Aurora optimization and serverless compatibility.
- [Crafty](https://mcpserver.ever.works/items/crafty) — A Rust-based MCP server designed for high performance and low latency, specifically tailored for AI developers. It integrates well with event loops and custom agents for efficient AI training setups.
- [Malmo](https://mcpserver.ever.works/items/malmo) — Microsoft’s AI platform for MCP, supporting custom XML missions, world configurations, and built-in agent APIs. It is useful for rule-based environments despite being slightly dated.
- [mc-control](https://mcpserver.ever.works/items/mc-control) — A shell tool for spawning, stopping, and scripting MCP instances. It is perfect for automating experiments or running isolated AI tasks in MCP environments.
- [mc-server-wrapper](https://mcpserver.ever.works/items/mc-server-wrapper) — A Python-based server lifecycle manager ideal for scripting numerous training runs or injecting commands into MCP servers without using a GUI.
- [DuckDB MCP Server](https://mcpserver.ever.works/items/mcp-server-duckdb) — DuckDB database integration MCP server offering schema inspection and query capabilities for embedded analytics. MIT licensed.
- [Neon MCP Server](https://mcpserver.ever.works/items/mcp-server-neon) — MCP server for interacting with Neon Management API and databases, enabling AI agents to manage Postgres databases in the cloud. MIT licensed.
- [MineRL](https://mcpserver.ever.works/items/minerl) — A full research suite for training AI agents in MCP environments, featuring Gym-style APIs, mission tasks, and a massive dataset for imitation learning or reinforcement learning.
- [MySQL MCP Server Pro](https://mcpserver.ever.works/items/mysql-mcp-server-pro) — MySQL MCP server supporting SSE and STDIO transports, extending beyond basic CRUD with database exception analysis capabilities. Ideal for advanced MySQL interactions in AI workflows.
- [n8n](https://mcpserver.ever.works/items/n8n) — Open-source node-based workflow tool as MCP server, enabling chaining, state mgmt for agent flows. Self-hosted flexibility surpasses LangGraph for production.
- [SchemaCrawler](https://mcpserver.ever.works/items/schemacrawler) — SchemaCrawler MCP Server connects AI agents to relational databases for schema exploration and valid SQL generation via the Model Context Protocol. Key features include querying database structures and interpreting column meanings without direct access. Ideal for AI-assisted database analysis and documentation; complements PostgreSQL MCP by focusing on metadata over data querying.
- [The Game Crafter MCP Server](https://mcpserver.ever.works/items/the-game-crafter-mcp-server) — MCP server for designing, managing, and pricing tabletop games on The Game Crafter platform. Supports catalog browsing, project creation, artwork uploads, and production management.
- [Valkey MCP Server](https://mcpserver.ever.works/items/valkey-mcp-server) — Valkey MCP Server provides MCP access to Valkey, a Redis-compatible in-memory key-value store, developed by AWS Labs for key operations and caching. Key features include uvx installation and high-performance queries. Ideal for AI agent caching and real-time data; contrasts PostgreSQL MCP with in-memory speed over persistent storage.
- [Elixir MCP Server](https://mcpserver.ever.works/items/elixir-mcp-server) — Test implementation of MCP server in Elixir.
- [FritzBox MCP Server](https://mcpserver.ever.works/items/fritzbox-mcp-server) — Control AVM FRITZ!Box routers: manage devices, WiFi, network, parental controls, scheduled actions.
- [Quickwit](https://mcpserver.ever.works/items/quickwit) — Cloud-native search engine for observability. An open-source alternative to Datadog, Elasticsearch, Loki, and Tempo. Originally developed at Quickwit, it provides scalable full-text search capabilities.
- [Smartest TV](https://mcpserver.ever.works/items/smartest-tv) — Control smart TVs with natural language: Netflix, YouTube, Spotify, casting, presets. Supports LG, Samsung, Android TV, Roku. 21 MCP tools, local.
- [WeMo MCP Server](https://mcpserver.ever.works/items/wemo-mcp-server) — Control WeMo smart home devices via AI using natural language. Local control with pywemo, supports dimmer, rename, HomeKit.
- [ZeroMQ](https://mcpserver.ever.works/items/zeromq) — ZeroMQ core engine in C++, implements ZMTP/3.1. High-performance asynchronous messaging library aimed at use in distributed or concurrent applications.
- [My Experiment](https://mcpserver.ever.works/items/my-experiment) — Enhance Roo Code with MCP server implementations for AI-driven coding tools. Offers seamless integration and configuration across platforms. Facilitates development workflows with AI assistance.
- [1MCP Agent](https://mcpserver.ever.works/items/1mcp-agent) — A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
- [Alertmanager MCP](https://mcpserver.ever.works/items/alertmanager-mcp) — A Model Context Protocol (MCP) server that enables AI assistants to integrate with Prometheus Alertmanager. Provides tools for managing alerts and notifications.
- [AniList MCP](https://mcpserver.ever.works/items/anilist-mcp) — A MCP server integrating AniList API for anime and manga information.
- [Apache Flink](https://mcpserver.ever.works/items/apache-flink) — Apache Flink stream processing framework for data processing in MCP environments.
- [Aseprite MCP](https://mcpserver.ever.works/items/aseprite-mcp) — MCP server using the Aseprite API to create pixel art.
- [Authelia](https://mcpserver.ever.works/items/authelia) — The Single Sign-On Multi-Factor portal for web apps, now OpenID Certified™, providing authentication for MCP servers.
- [Baserow MCP](https://mcpserver.ever.works/items/baserow-mcp) — Baserow database integration with table search, list, and row create, read, update, and delete capabilities via MCP. Unlicensed open-source project for no-code database operations.
- [Bazi MCP](https://mcpserver.ever.works/items/bazi-mcp) — Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analysis.
- [Blender MCP](https://mcpserver.ever.works/items/blender-mcp) — MCP server for working with Blender.
- [Browserbase MCP Server](https://mcpserver.ever.works/items/browserbase-mcp-server) — Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more).
- [Centralmind Gateway](https://mcpserver.ever.works/items/centralmind-gateway) — MCP and MCP SSE Server that automatically generates API based on database schema and data, supporting PostgreSQL and more. Apache-2 licensed gateway.
- [Claude Skills MCP](https://mcpserver.ever.works/items/claude-skills-mcp) — Intelligent search capabilities to let every model and client use Claude Agent Skills like native.
- [ClickHouse MCP](https://mcpserver.ever.works/items/clickhouse-mcp) — Connects ClickHouse to your AI assistants, providing analytics capabilities through the Model Context Protocol.
- [DaVinci Resolve MCP](https://mcpserver.ever.works/items/davinci-resolve-mcp) — MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media.
- [Discogs MCP Server](https://mcpserver.ever.works/items/discogs-mcp-server) — MCP server to interact with the Discogs API.
- [fast-filesystem-mcp](https://mcpserver.ever.works/items/fast-filesystem-mcp) — Advanced filesystem operations with large file handling capabilities and Claude-optimized features. Provides fast file reading/writing, sequential reading for large files, directory operations, file search, and streaming writes with backup & recovery.
- [Isaac Sim MCP](https://mcpserver.ever.works/items/isaac-sim-mcp) — A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc.
- [Lunar](https://mcpserver.ever.works/items/lunar) — MCPX is a production-ready, open-source gateway to manage MCP servers at scale, centralize tool discovery, access.
- [Manim MCP Server](https://mcpserver.ever.works/items/manim-mcp-server) — A local MCP server that generates animations using Manim.
- [MCP Access Point](https://mcpserver.ever.works/items/mcp-access-point) — Turn a web service into an MCP server in one click without making any code changes.
- [MCP Google Sheets](https://mcpserver.ever.works/items/mcp-google-sheets) — MCP server for interacting with Google Sheets, providing create, read, update tools. MIT licensed spreadsheet integration.
- [MCP Server Apple Events](https://mcpserver.ever.works/items/mcp-server-apple-events) — An MCP server for interacting with Apple Reminders on macOS.
- [MeiGen AI Design MCP](https://mcpserver.ever.works/items/meigen-ai-design-mcp) — AI image generation & editing MCP server with 1,500+ curated prompt library, smart prompt enhancement, and multi-..
- [NSQ](https://mcpserver.ever.works/items/nsq) — A realtime distributed messaging platform for MCP server communication.
- [OpenFaaS](https://mcpserver.ever.works/items/openfaas) — Serverless Functions Made Simple, platform for running functions as MCP services.
- [PlanetScale CLI](https://mcpserver.ever.works/items/planetscale-cli) — The CLI for PlanetScale Database, enabling database management through Model Context Protocol (MCP) integration. It provides tools for interacting with PlanetScale databases in cloud-native environments.
- [Playwright MCP server](https://mcpserver.ever.works/items/playwright-mcp-server) — Browser automation MCP server by Microsoft for web scraping and testing.
- [PluggedIn MCP Proxy](https://mcpserver.ever.works/items/pluggedin-mcp-proxy) — A comprehensive proxy server that combines multiple MCP servers into a single interface with extensive visibility.
- [Recharts](https://mcpserver.ever.works/items/recharts) — Redefined chart library built with React and D3, suitable for data visualization in MCP server applications.
- [Scaffold](https://mcpserver.ever.works/items/scaffold) — Retrieval-Augmented Generation (RAG) system designed for structural understanding of large codebases. Transforms source code into a living knowledge graph for precise, context-aware interactions beyond simple file retrieval. Suitable for MCP servers enabling advanced code exploration.
- [scan-mcp](https://mcpserver.ever.works/items/scan-mcp) — Minimal MCP server for scanner capture supporting ADF/duplex/page-size. Features typed tools, JSON Schema-validated I/O, multipage assembly. Built with Node 22 and SANE.
- [ScrapeGraphAI](https://mcpserver.ever.works/items/scrapegraphai) — AI-powered web scraping library that creates scraping pipelines using natural language. MCP server for intelligent web scraping.
- [SigNoz](https://mcpserver.ever.works/items/signoz) — SigNoz is an open-source observability platform native to OpenTelemetry with logs, traces and metrics in a single application. An open-source alternative to DataDog, NewRelic, etc. Open source Application Performance Monitoring (APM) & Observability tool.
- [Skyvern](https://mcpserver.ever.works/items/skyvern) — Automates browser-based workflows using LLMs and computer vision navigate pages, fill forms, extract data, handle..
- [Smart Tree](https://mcpserver.ever.works/items/smart-tree) — AI-native directory visualization with semantic analysis, ultra-compressed formats for AI consumption, and 10x token efficiency. MCP server for enhanced file tree navigation.
- [Supabase MCP](https://mcpserver.ever.works/items/supabase-mcp) — Official Supabase MCP server to connect AI assistants directly with your Supabase project, allowing performance of database operations and more. Apache-2 licensed for seamless integration.
- [UI-TARS Desktop](https://mcpserver.ever.works/items/ui-tars-desktop) — Browser automation capabilities using Puppeteer, both support local and remote browser connection.
- [Yutu](https://mcpserver.ever.works/items/yutu) — A fully functional MCP server and CLI for YouTube to automate YouTube operation.
- [contentful-mcp](https://mcpserver.ever.works/items/contentful-mcp) — Update, create, delete content, content-models and assets in Contentful Space via MCP.
- [Everything](https://mcpserver.ever.works/items/everything) — Reference/test server that includes prompts, resources, and tools to demonstrate MCP features and SDK usage. Intended as an educational example for developers building their own MCP servers, not for production use.
- [Fetch](https://mcpserver.ever.works/items/fetch) — MCP server for web content fetching and conversion optimized for efficient LLM usage. Demonstrates MCP features and SDK usage as a reference implementation.
- [Gateway](https://mcpserver.ever.works/items/gateway) — MCP and MCP SSE server that auto-generates APIs from database schema supporting PostgreSQL and others. Licensed under Apache-2.0.
- [GhidraMCP](https://mcpserver.ever.works/items/ghidramcp) — MCP Server for Ghidra, a software reverse engineering suite, enabling local Java-based security analysis for AI assistants.
- [Git](https://mcpserver.ever.works/items/git) — MCP server providing tools to read, search, and manipulate Git repositories. Official reference implementation.
- [GPT Researcher MCP](https://mcpserver.ever.works/items/gpt-researcher-mcp) — Deep-research agent that plans, executes, and writes citation-backed reports across both web and local documents. Its dedicated MCP server exposes a 'do deep research' tool over MCP, providing rigorous answers with structured reports and clickable sources.
- [interactive-mcp](https://mcpserver.ever.works/items/interactive-mcp) — Enables interactive LLM workflows by adding local user prompts and chat capabilities into the MCP loop.
- [Lunar MCPX](https://mcpserver.ever.works/items/lunar-mcpx) — Production-ready, open-source gateway to manage MCP servers at scale with centralized tool discovery and access. Ranked in aggregators.
- [mcp-cli (IBM)](https://mcpserver.ever.works/items/mcp-cli-ibm) — CLI tool for testing MCP servers.
- [mcp-graphql](https://mcpserver.ever.works/items/mcp-graphql) — Allows AI to query GraphQL servers via MCP.
- [mcp-hfspace](https://mcpserver.ever.works/items/mcp-hfspace) — Use HuggingFace Spaces directly from Claude for Open Source Image Generation, Chat, Vision tasks and more.
- [mcp-linear](https://mcpserver.ever.works/items/mcp-linear) — Integrates with Linear project management system via MCP server.
- [MCP Mongo Server](https://mcpserver.ever.works/items/mcp-mongo-server) — Model Context Protocol server specifically for MongoDB databases. Licensed under MIT.
- [mcp-notion-server](https://mcpserver.ever.works/items/mcp-notion-server) — Interacting with Notion API via MCP server.
- [mcp-server-asana](https://mcpserver.ever.works/items/mcp-server-asana) — Model Context Protocol server for Asana API integration, allowing interaction with Asana from MCP clients.
- [mcp-server-odoo](https://mcpserver.ever.works/items/mcp-server-odoo) — Connect AI assistants to Odoo ERP systems for business data access, record management, and workflow automation.
- [Memory](https://mcpserver.ever.works/items/memory) — Knowledge graph-based persistent memory system MCP server. Demonstrates MCP SDK usage as a reference example.
- [metorial](https://mcpserver.ever.works/items/metorial) — Connect AI agents to 600+ integrations with a single interface - OAuth, scaling, and monitoring included.
- [Redis MCP Server](https://mcpserver.ever.works/items/redis-mcp-server) — Official Redis MCP server providing interface for managing and searching data in Redis instances. Licensed under MIT.
- [replicate-flux-mcp](https://mcpserver.ever.works/items/replicate-flux-mcp) — Generate images via Replicate API using MCP server.
- [thingsboard-mcp](https://mcpserver.ever.works/items/thingsboard-mcp) — Provides a natural language interface for LLMs and AI agents to interact with ThingsBoard IoT platform.
- [Time](https://mcpserver.ever.works/items/time) — MCP server offering time and timezone conversion capabilities. Official reference implementation.
- [vibe-check-mcp-server](https://mcpserver.ever.works/items/vibe-check-mcp-server) — MCP server that prevents cascading errors and scope creep by calling a Vibe-check agent to ensure user alignment.
- [wenyan-mcp](https://mcpserver.ever.works/items/wenyan-mcp) — Wenyan MCP Server for formatting Markdown articles and publishing to WeChat GZH.
- [wong2/mcp-cli](https://mcpserver.ever.works/items/wong2mcp-cli) — CLI tool for testing MCP servers.
- [Redis MCP](https://mcpserver.ever.works/items/redis-mcp) — The Redis official MCP Server offers an interface to manage and search data in Redis.
- [BrowserMCP](https://mcpserver.ever.works/items/browsermcp) — Automate your local Chrome browser.
- [kopfrechner GitLab MR MCP](https://mcpserver.ever.works/items/kopfrechner-gitlab-mr-mcp) — MCP server for seamless interaction with GitLab issues and merge requests.
- [LlamaIndex MCP](https://mcpserver.ever.works/items/llamaindex-mcp) — Index builder and context retriever with custom data loaders for knowledge management. Open-source and self-hosted.
- [MarkusPfundstein MCP GSuite](https://mcpserver.ever.works/items/markuspfundstein-mcp-gsuite) — MCP integration with Gmail and Google Calendar.
- [MCP Server Browserbase](https://mcpserver.ever.works/items/mcp-server-browserbase) — Automate browser interactions in the cloud, such as web navigation, data extraction, form filling.
- [nguyenvanduocit Jira MCP](https://mcpserver.ever.works/items/nguyenvanduocit-jira-mcp) — Go-based MCP connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira.
- [OpenAPI MCP server by Hugging Face](https://mcpserver.ever.works/items/openapi-mcp-server-by-hugging-face) — Community-built OpenAPI MCP server for transparent, standardized access to LLM context, demonstrating interoperability with open data resources.
- [sooperset MCP Atlassian](https://mcpserver.ever.works/items/sooperset-mcp-atlassian) — MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center.
- [Tiberriver256 MCP Server Azure DevOps](https://mcpserver.ever.works/items/tiberriver256-mcp-server-azure-devops) — Azure DevOps integration for MCP supporting repository management, work items, and pipelines.
- [vasylenko Bear Notes MCP](https://mcpserver.ever.works/items/vasylenko-bear-notes-mcp) — MCP server to search, read, create, and update Bear Notes with complete privacy, local-only.
- [chess-mcp](https://mcpserver.ever.works/items/chess-mcp) — Access Chess.com player data, game records, and other public information through standardized MCP interfaces.
- [gis-mcp](https://mcpserver.ever.works/items/gis-mcp) — Model Context Protocol (MCP) server connecting LLMs to GIS operations.
- [Airtable MCP Server (domdomegg)](https://mcpserver.ever.works/items/airtable-mcp-server-domdomegg) — Airtable database integration with schema inspection, read and write capabilities. MIT licensed.
- [ArxivMCP](https://mcpserver.ever.works/items/arxivmcp) — MCP server facilitating academic paper searches on arXiv with client integration for seamless retrieval. Supports research workflows with easy access to papers.
- [Brave-Gemini-Research-MCP-Server](https://mcpserver.ever.works/items/brave-gemini-research-mcp-server) — MCP server empowering AI assistants with web search and research paper analysis using Brave Search API and Google's Gemini model.
- [codebase-memory-mcp](https://mcpserver.ever.works/items/codebase-memory-mcp) — Fastest code intelligence MCP server that indexes the Linux kernel (28M LOC) in 3 minutes and answers structural queries in under 1ms. Builds a persistent knowledge graph with call chains, HTTP routes, and cross-service links across 66 languages. Offers 120x fewer tokens usage and deploys as a single static binary compatible with 10 coding agents.
- [gnnepcsaft_mcp_server](https://mcpserver.ever.works/items/gnnepcsaft_mcp_server) — MCP server for communication and context management with GNNePCSAFT tools using the Model Context Protocol. Aids in chemical engineering simulations.
- [mcp-lab](https://mcpserver.ever.works/items/mcp-lab) — Personal lab exploring Model Context Protocol SDK in TypeScript, with basic and advanced implementations like Text-to-SQL server.
- [MCP Server MySQL (benborla)](https://mcpserver.ever.works/items/mcp-server-mysql-benborla) — MySQL database integration in NodeJS with configurable access controls and schema inspection. MIT licensed.
- [mcp_mongodb](https://mcpserver.ever.works/items/mcp_mongodb) — Facilitates AI-driven interactions with MongoDB through natural language queries, supporting seamless data management and retrieval.
- [molecule-mcp](https://mcpserver.ever.works/items/molecule-mcp) — MCP server for chemistry-focused applications, visualizing molecules and retrieving molecular properties using SMILES codes. Integrated with LLMs like Claude Desktop for seamless use.
- [mysql_mcp_server](https://mcpserver.ever.works/items/mysql_mcp_server) — Facilitates secure interaction between AI applications and MySQL databases through a structured MCP interface.
- [paperpal (milatechtransfer)](https://mcpserver.ever.works/items/paperpal-milatechtransfer) — Tool to enhance literature review by integrating LLMs with access to arXiv, Hugging Face papers, and Semantic Scholar.
- [kaggle-mcp](https://mcpserver.ever.works/items/kaggle-mcp) — Facilitates interaction with Kaggle by providing tools for dataset search, download, and EDA notebook generation via the Model Context Protocol.
- [modelica_simulation_mcp_server](https://mcpserver.ever.works/items/modelica_simulation_mcp_server) — Facilitates Modelica model simulations, enabling LLMs to execute and manage Modelica-related tasks.
- [moldsim-mcp](https://mcpserver.ever.works/items/moldsim-mcp) — Injection molding simulation knowledge for AI — material properties (Cross-WLF, PVT, thermal, mechanical for 21 materials), process validation, DFM checklist, troubleshooting (230+ knowledge chunks with semantic search), and simulation spec generation.
- [openMM-Doc-MCP](https://mcpserver.ever.works/items/openmm-doc-mcp) — Facilitates semantic search through OpenMM molecular dynamics documentation using vector embeddings and FAISS for efficient retrieval, optimized for LLM integration.
- [paperpal (mila-iqia)](https://mcpserver.ever.works/items/paperpal-mila-iqia) — Enhance your literature review process by integrating LLMs with arXiv and Hugging Face papers for seamless paper discussions and organization.
- [scanpy-mcp](https://mcpserver.ever.works/items/scanpy-mcp) — Facilitates natural language-driven scRNA-Seq analysis using Scanpy, enabling seamless integration with AI clients and agent frameworks.
- [React MCP Server](https://mcpserver.ever.works/items/react-mcp-server) — Open-source MCP server bridging Claude AI with React environments for app creation, dev server management, file operations, and command execution.
- [10XResearcher](https://mcpserver.ever.works/items/10xresearcher) — Enhances Claude into a systematic research agent with local data storage for iterative research and high-quality outcomes.
- [A11y MCP](https://mcpserver.ever.works/items/a11y-mcp) — Conducts comprehensive accessibility audits on webpages using axe-core, integrating seamlessly with AI assistants to address a11y issues.
- [Amadeus MCP](https://mcpserver.ever.works/items/amadeus-mcp) — MCP server integrating Amadeus Flight Offers Search API for natural language flight searches.
- [arxiv-latex-mcp](https://mcpserver.ever.works/items/arxiv-latex-mcp) — Facilitates precise interpretation of mathematical expressions in arXiv papers by processing LaTeX sources for Claude Desktop.
- [arxiv_mcp](https://mcpserver.ever.works/items/arxiv_mcp) — Facilitates the search and interpretation of academic papers from arXiv using MCP technology.
- [climate-triage-mcp](https://mcpserver.ever.works/items/climate-triage-mcp) — Integrates with the ClimateTriage API to search open source issues related to climate change and sustainability. Supports research in environmental projects.
- [Code Cleanup](https://mcpserver.ever.works/items/code-cleanup) — Bun TypeScript project offering an MCP server for code cleanup using Google's Generative AI, featuring backup, custom prompts, and professional formatting.
- [Code Scanner Server](https://mcpserver.ever.works/items/code-scanner-server) — Versatile tool for scanning code files, extracting definitions, and providing LLM-friendly outputs. Operates as both CLI tool and MCP server.
- [GDB MCP](https://mcpserver.ever.works/items/gdb-mcp) — Facilitates LLM-driven debugging and analysis with GDB through an MCP server interface.
- [Jadx MCP Plugin](https://mcpserver.ever.works/items/jadx-mcp-plugin) — Facilitates decompiler access for Claude by bridging Jadx API over HTTP using MCP, enabling live interaction with decompiled code.
- [Korea Tourism MCP](https://mcpserver.ever.works/items/korea-tourism-mcp) — MCP server empowering AI assistants to explore South Korea's tourism using Korea Tourism API for attractions, events, and accommodations.
- [learn-mcp-server](https://mcpserver.ever.works/items/learn-mcp-server) — A simple MCP server implementation for educational purposes, supporting basic arithmetic operations and integration with Claude Desktop.
- [MCP GoPLS](https://mcpserver.ever.works/items/mcp-gopls) — Facilitates AI assistants' interaction with Go's Language Server Protocol for enhanced code analysis and navigation.
- [MCP JaCoCo Reporter](https://mcpserver.ever.works/items/mcp-jacoco-reporter) — Transforms JaCoCo code coverage reports into AI-friendly formats for enhanced analysis and insights.
- [MCP OA](https://mcpserver.ever.works/items/mcp-oa) — Facilitates AI assistants in analyzing code by identifying function usage within Python and TypeScript/TSX files.
- [MCP Server Tester](https://mcpserver.ever.works/items/mcp-server-tester) — Configuration-driven tool for automating tests and generating reports for MCP servers, leveraging Claude AI for intelligent test case generation.
- [mcp_server_nasa](https://mcpserver.ever.works/items/mcp_server_nasa) — Facilitates integration with NASA's Near Earth Object API, enabling date-specific data retrieval through an MCP server.
- [MCPS](https://mcpserver.ever.works/items/mcps) — A suite of MCP servers enabling AI assistants to access and interact with various biomedical databases and resources for research purposes. Supports integration with healthcare and life sciences data sources.
- [NBA MCP](https://mcpserver.ever.works/items/nba-mcp) — Python MCP server providing comprehensive access to NBA statistics and live game data through the NBA API.
- [newsnow-mcp-server](https://mcpserver.ever.works/items/newsnow-mcp-server) — MCP server providing access to over 40 news sources through NewsNow.
- [Nostr Code Snippet MCP](https://mcpserver.ever.works/items/nostr-code-snippet-mcp) — Facilitates the execution of code snippets via a node-based MCP server.
- [paperpal](https://mcpserver.ever.works/items/paperpal) — Enhances literature review by integrating LLMs with access to arXiv, Hugging Face papers, and Semantic Scholar. Supports academic research and paper discussions.
- [PubChem-MCP-Server](https://mcpserver.ever.works/items/pubchem-mcp-server) — Facilitates AI-driven searches and retrieval of chemical compound data from PubChem via MCP interface.
- [Repro Root MCP Issue](https://mcpserver.ever.works/items/repro-root-mcp-issue) — Deploys and manages a remote MCP server on Cloudflare Workers with OAuth login and integration with Claude Desktop.
- [SBB MCP Server Starter](https://mcpserver.ever.works/items/sbb-mcp-server-starter) — TypeScript starter project for building MCP servers with echo server implementation, supporting STDIO and SSE modes.
- [Software Checker MCP](https://mcpserver.ever.works/items/software-checker-mcp) — Facilitates comprehensive quality checks and release note generation for Git repositories, while also providing security risk analysis.
- [spritecook-mcp](https://mcpserver.ever.works/items/spritecook-mcp) — MCP server generating pixel art sprites and animations for game developers from text prompts, producing game-ready characters, items, and sprite sheets.
- [TypeScript Analyzer MCP](https://mcpserver.ever.works/items/typescript-analyzer-mcp) — Enhances TypeScript codebases by intelligently analyzing and replacing 'any' types with specific types, offering React component interface generation and advanced error handling.
- [Unit Test Generator MCP Server](https://mcpserver.ever.works/items/unit-test-generator-mcp-server) — Generates unit tests for component libraries using the MCP protocol.
- [Amazon Bedrock Knowledge Bases Retrieval MCP Server](https://mcpserver.ever.works/items/amazon-bedrock-knowledge-bases-retrieval-mcp-server) — MCP server to query enterprise knowledge bases with citation support using Amazon Bedrock.
- [Amazon ECS MCP Server](https://mcpserver.ever.works/items/amazon-ecs-mcp-server) — MCP server for container orchestration and ECS application deployment.
- [Amazon EKS MCP Server](https://mcpserver.ever.works/items/amazon-eks-mcp-server) — MCP server for Kubernetes cluster management and application deployment on Amazon EKS.
- [Amazon Kendra Index MCP Server](https://mcpserver.ever.works/items/amazon-kendra-index-mcp-server) — MCP server for enterprise search and RAG enhancement using Amazon Kendra.
- [Amazon Q Business MCP Server](https://mcpserver.ever.works/items/amazon-q-business-mcp-server) — AI assistant MCP server for ingested content with anonymous access using Amazon Q Business.
- [AWS API MCP Server](https://mcpserver.ever.works/items/aws-api-mcp-server) — Open-source MCP server for accessing AWS APIs, part of the AWS Labs MCP servers collection. Installable via uvx awslabs.aws-api-mcp-server@latest, supports integration with Claude Code and other AI tools.
- [AWS Core MCP Server](https://mcpserver.ever.works/items/aws-core-mcp-server) — Open-source Model Context Protocol (MCP) server from AWS Labs providing core AWS functionality for integration with AI coding assistants in IDEs like Kiro, Cline, Cursor, Windsurf, and VS Code. Installed via uvx awslabs.core-mcp-server@latest with configurable environment variables.
- [AWS Data Processing MCP Server](https://mcpserver.ever.works/items/aws-data-processing-mcp-server) — Open-source MCP server for AWS data processing services. Included in AWS Labs MCP repository, installed via uvx awslabs.aws-dataprocessing-mcp-server@latest.
- [AWS IaC MCP Server](https://mcpserver.ever.works/items/aws-iac-mcp-server) — Complete Infrastructure as Code toolkit with CloudFormation documentation access, CDK best practices guidance, construct examples, security validation, and deployment troubleshooting. Supports IaC workflows for AWS infrastructure.
- [AWS Lambda Tool MCP Server](https://mcpserver.ever.works/items/aws-lambda-tool-mcp-server) — Execute Lambda functions as AI tools for private resource access.
- [AWS Pricing MCP Server](https://mcpserver.ever.works/items/aws-pricing-mcp-server) — Open-source MCP server offering access to AWS pricing information. Part of AWS Labs collection, installable via uvx awslabs.aws-pricing-mcp-server@latest for use in AI assistants like Claude Code.
- [AWS Serverless MCP Server](https://mcpserver.ever.works/items/aws-serverless-mcp-server) — Complete serverless application lifecycle with SAM CLI support.
- [AWS Support MCP Server](https://mcpserver.ever.works/items/aws-support-mcp-server) — MCP server to help users create and manage AWS Support cases.
- [Finch MCP Server](https://mcpserver.ever.works/items/finch-mcp-server) — MCP server for local container building with ECR integration.
- [Hugging Face MCP](https://mcpserver.ever.works/items/hugging-face-mcp) — Hugging Face MCP lets AI agents browse models, datasets, Spaces, and papers from the largest AI community. Used for finding models, exploring datasets, running Spaces, and reading documentation. Keeps agents current with evolving AI knowledge beyond training data.
- [Weather MCP](https://mcpserver.ever.works/items/weather-mcp) — Reference MCP implementation for time-series APIs, self-hosted.
- [Amazon Aurora DSQL MCP Server](https://mcpserver.ever.works/items/amazon-aurora-dsql-mcp-server) — MCP server for Distributed SQL with PostgreSQL compatibility on Amazon Aurora.
- [1mcpserver](https://mcpserver.ever.works/items/1mcpserver-mcp-server) — MCP of MCPs that automatically discovers, configures, and adds MCP servers on your local machine. Provides a centralized way to manage multiple MCP servers locally for seamless integration with AI agents.
- [Fetch PubMed Article Server](https://mcpserver.ever.works/items/fetch-pubmed-article-server) — MCP server that retrieves scientific articles from PubMed based on a given query. Provides access to medical and biomedical literature for AI-assisted research via the Model Context Protocol.
- [Roundtable](https://mcpserver.ever.works/items/roundtable) — Zero-configuration MCP server unifying multiple AI coding assistants including Codex, Claude Code, Cursor, and Gemini. Offers intelligent auto-discovery and a standardized interface for seamless integration across AI coding tools.
- [bamwor-mcp-server](https://mcpserver.ever.works/items/bamwor-mcp-server) — MCP server providing world geographic data for AI agents, covering 261 countries with 20+ statistics and 13.4M cities including population, coordinates, and timezone. Powered by Bamwor API for location-based queries.
- [Better Godot MCP](https://mcpserver.ever.works/items/better-godot-mcp) — 18 composite tools for structured Godot 4.x interaction including scenes, nodes, GDScript, shaders, animation, tilemap, physics, audio, navigation, UI, input, and signals.
- [BGG MCP](https://mcpserver.ever.works/items/bgg-mcp) — MCP server for interacting with board game data via BoardGameGeek API (XML API2).
- [Capsule MCP Server](https://mcpserver.ever.works/items/capsule-mcp-server) — Runs untrusted Python/JavaScript code in WebAssembly sandboxes for secure execution across platforms.
- [Dagger Container Use](https://mcpserver.ever.works/items/dagger-container-use) — Containerized environments for coding agents with isolated fresh containers and git branches. Supports full execution history, terminal access, and git workflow for multiple agents without conflicts.
- [D&D Oracle](https://mcpserver.ever.works/items/dd-oracle) — D&D 5e SRD reference and analysis with monster search, spell lookup, encounter building, and loadout analysis. Includes 10 tools and 1198 embedded entities.
- [Deep Research MCP](https://mcpserver.ever.works/items/deep-research-mcp) — Deep research MCP server for OpenAI Responses API or Open Deep Research (smolagents), with web search and code interpreter support.
- [Edict](https://mcpserver.ever.works/items/edict) — Agent-first programming language where agents produce JSON AST; compiler validates, type-checks, effect-checks, verifies contracts via Z3/SMT, compiles to WASM. Provides 19 MCP tools for full compile-and-execute loop.
- [encode-toolkit](https://mcpserver.ever.works/items/encode-toolkit) — MCP server and Claude Plugin for a full ENCODE Project genomic data and analysis toolkit. Enables searching, downloading, tracking, and analyzing functional genomics experiments.
- [Godot Forge](https://mcpserver.ever.works/items/godot-forge) — Godot 4 development companion with test running (GUT/GdUnit4), API docs with 3→4 migration mapping, script analysis, scene parsing, screenshots, and LSP diagnostics.
- [Godot MCP Pro](https://mcpserver.ever.works/items/godot-mcp-pro) — Premium MCP server for Godot game engine with 84 tools for scene editing, scripting, animation, tilemap, shader, input simulation, and runtime debugging.
- [Godot MCP Runtime](https://mcpserver.ever.works/items/godot-mcp-runtime) — MCP server for Godot 4.x with runtime control via injected UDP bridge, including input simulation, screenshots, UI discovery, and live GDScript execution.
- [Hearthstone Oracle](https://mcpserver.ever.works/items/hearthstone-oracle) — Hearthstone card search, deck analysis, and strategy coaching using HearthstoneJSON data. Includes 9 tools for card lookup, deck decoding, archetype classification, and more.
- [Lorcana Oracle](https://mcpserver.ever.works/items/lorcana-oracle) — Disney Lorcana TCG card search, deck analysis, ink curves, lore generation, and franchise browsing. Features 7 tools with 2,710 embedded cards.
- [MATLAB MCP Server Python](https://mcpserver.ever.works/items/matlab-mcp-server-python) — Connects AI agents to MATLAB for code execution, async jobs with progress, interactive Plotly plots, custom functions, and live dashboard monitoring.
- [MCP Chess](https://mcpserver.ever.works/items/mcp-chess) — MCP server for playing chess against LLMs, enabling AI chess gameplay.
- [MCP JS](https://mcpserver.ever.works/items/mcp-js) — Javascript code execution sandbox using V8 isolation for running AI-generated JavaScript locally securely. Supports heap snapshotting for persistent sessions.
- [MCP Romm](https://mcpserver.ever.works/items/mcp-romm) — MCP server for RomM retro game library manager with 19 read-only tools for browsing, searching ROMs, metadata, collections, saves, and more. Supports OAuth2.
- [MCP Server RuneScape](https://mcpserver.ever.works/items/mcp-server-runescape) — Tools for interacting with RuneScape (RS) and Old School RuneScape (OSRS) data, including item prices and player hiscores.
- [MCP Server Terminal](https://mcpserver.ever.works/items/mcp-server-terminal) — Playwright for terminals: interacts with TUI/CLI applications using structured Terminal State Tree and element detection.
- [MCP Stockfish](https://mcpserver.ever.works/items/mcp-stockfish) — MCP server connecting AI systems to Stockfish chess engine for advanced chess capabilities.
- [MCP Tic Tac Toe](https://mcpserver.ever.works/items/mcp-tic-tac-toe) — MCP server to play Tic Tac Toe against an AI opponent.
- [MTG Oracle](https://mcpserver.ever.works/items/mtg-oracle) — Magic: The Gathering card search, rules lookup, deck analysis, price data, and Commander intelligence using Scryfall + Academy Ruins + Commander Spellbook data. 14 tools provided.
- [Netops MCP](https://mcpserver.ever.works/items/netops-mcp) — Comprehensive DevOps and networking MCP server for infrastructure tools, network monitoring, system diagnostics, and AI-powered insights.
- [Node Code Sandbox MCP](https://mcpserver.ever.works/items/node-code-sandbox-mcp) — A Node.js MCP server that spins up isolated Docker-based sandboxes for executing JavaScript snippets. Supports on-the-fly npm dependency installation and clean teardown for secure code execution.
- [One Piece Oracle](https://mcpserver.ever.works/items/one-piece-oracle) — One Piece TCG card search, deck analysis, cost curves, leader browsing, and counter strategy tools with 6 tools and 4,348 embedded cards.
- [OpenAPI to MCP](https://mcpserver.ever.works/items/openapi-to-mcp) — Lightweight MCP server to access any API using OpenAPI specification, supporting OAuth2 and full JSON schema.
- [OpenDota MCP Server](https://mcpserver.ever.works/items/opendota-mcp-server) — MCP server providing access to Dota 2 statistics via OpenDota API with 20+ tools for player stats, hero data, and match analysis supporting natural language.
- [Outsource MCP](https://mcpserver.ever.works/items/outsource-mcp) — MCP server enabling AI assistants to delegate tasks to other AI assistants, such as generating images via OpenAI.
- [Piston MCP](https://mcpserver.ever.works/items/piston-mcp) — MCP server that lets LLMs execute code through the Piston remote code execution engine. Features zero-config uv setup and ready-to-use Claude Desktop config example for multi-platform support.
- [PRIMS](https://mcpserver.ever.works/items/prims) — Python Runtime Interpreter MCP Server that executes user-submitted code in an isolated environment for secure execution.
- [pyATS MCP](https://mcpserver.ever.works/items/pyats-mcp) — Cisco pyATS server enabling structured, model-driven interaction with network devices for automation.
- [Pydantic AI MCP Run Python](https://mcpserver.ever.works/items/pydantic-ai-mcp-run-python) — Runs Python code in a secure sandbox via MCP tool calls using Pydantic validation.
- [Pyxel MCP](https://mcpserver.ever.works/items/pyxel-mcp) — MCP server for Pyxel retro game engine, allowing AI to run games, capture screenshots, inspect sprites, and analyze audio.
- [Razz MCP](https://mcpserver.ever.works/items/razz-mcp) — Play provably fair dice, flip, crash, plinko, limbo, mines, tower, and HexWar games with real SOL wagering for AI agents.
- [Steam MCP](https://mcpserver.ever.works/items/steam-mcp) — Connects AI like Claude to Steam library for querying games, playtime, recently played, and store metadata via natural language.
- [Steam Reviews MCP](https://mcpserver.ever.works/items/steam-reviews-mcp) — Search Steam games, fetch user reviews, and analyze sentiment with topic drill-down for purchasing decisions.
- [TFT Oracle](https://mcpserver.ever.works/items/tft-oracle) — Teamfight Tactics champion, trait, item, and augment reference with full Set 16 data from CommunityDragon. Includes 8 tools for synergy lookups, item recipes, and rolling odds.
- [Unity AI Bridge](https://mcpserver.ever.works/items/unity-ai-bridge) — Remote-control Unity Editor from any AI IDE via file-based IPC. Offers 62 tools across 13 categories with zero dependencies. Supports Claude Code, Cursor, Copilot, Windsurf, Claude Desktop for game development.
- [Vectara MCP](https://mcpserver.ever.works/items/vectara-mcp) — MCP server for Vectara's trusted RAG-as-a-service platform.
- [Viznoir](https://mcpserver.ever.works/items/viznoir) — Cinema-quality science visualization MCP server for CFD/FEA/SPH with 22 tools for rendering, slicing, contouring, volume rendering, and animating OpenFOAM/VTK/CGNS data using headless EGL/OSMesa.
- [Warhammer Oracle](https://mcpserver.ever.works/items/warhammer-oracle) — Warhammer 40K, Combat Patrol, and Kill Team rules reference with unit datasheets, keyword definitions, phase sequences, and game flow. Features 6 tools with 3148 embedded units.
- [Weppy Roblox MCP](https://mcpserver.ever.works/items/weppy-roblox-mcp) — MCP server and plugin for AI agents to control live Roblox Studio sessions, creating scripts, instances, terrain, lighting, and assets via natural language. 21 tools, 140+ actions, bidirectional sync.
- [Yepcode MCP Server JS](https://mcpserver.ever.works/items/yepcode-mcp-server-js) — Execute LLM-generated code in secure scalable sandbox; create MCP tools with JavaScript or Python supporting NPM and PyPI packages.
- [Arize Phoenix](https://mcpserver.ever.works/items/arize-phoenix) — Inspect traces, manage prompts, curate datasets, and run experiments using Arize Phoenix, an open-source AI and LLM observability tool. Provides comprehensive monitoring capabilities for AI applications.
- [eechat](https://mcpserver.ever.works/items/eechat) — Open-source, cross-platform desktop application that seamlessly connects with MCP servers across Linux, macOS, and Windows. Provides a unified desktop interface for interacting with multiple MCP servers.
- [Joplin MCP Server](https://mcpserver.ever.works/items/joplin-mcp-server) — A Model Context Protocol (MCP) Server for Joplin note-taking app that enables note access and management through the MCP protocol, perfect for integration with AI assistants.
- [Kiln](https://mcpserver.ever.works/items/kiln) — Free open-source platform for building production-ready AI systems, supporting RAG pipelines, AI agents, MCP tool-calling, evaluations, synthetic data generation, and fine-tuning in a unified framework.
- [Label Studio](https://mcpserver.ever.works/items/label-studio) — Open source data labeling platform MCP server, enabling AI agents to manage data annotation workflows for machine learning training data.
- [Langfuse Prompt Management](https://mcpserver.ever.works/items/langfuse-prompt-management) — Open-source tool for collaborative editing, versioning, evaluating, and releasing prompts, enabling AI teams to manage prompt lifecycles.
- [MCP Toolbox for Databases](https://mcpserver.ever.works/items/mcp-toolbox-for-databases) — Open source MCP server specializing in easy, fast, and secure database tools, supporting AlloyDB, BigQuery, Bigtable, Cloud SQL, Dgraph, Looker, MySQL, Neo4j, Postgres, Spanner, and more.
- [Meilisearch](https://mcpserver.ever.works/items/meilisearch) — MCP server for interacting with Meilisearch full-text and semantic search API, enabling AI agents to perform fast, relevant searches on indexed content.
- [Postiz MCP Server](https://mcpserver.ever.works/items/postiz-mcp-server) — Open-source social media scheduling tool with MCP server support, enabling self-hosted content management across multiple platforms. Features AI-powered content generation, team collaboration tools, calendar content planning views, and an analytics dashboard for multi-platform social media management.
- [Apache Solr MCP Server](https://mcpserver.ever.works/items/apache-solr-mcp-server) — Spring AI-based Model Context Protocol server for Apache Solr that provides tools for searching, indexing, and managing Solr collections through AI assistants like Claude, enabling hybrid search and natural language queries.
- [Appwrite MCP Server](https://mcpserver.ever.works/items/appwrite-mcp-server) — Open-source backend-as-a-service MCP server for Appwrite, providing AI agents with authentication, databases, storage, and serverless functions for secure application development.
- [Cayley Graph Database MCP](https://mcpserver.ever.works/items/cayley-graph-database-mcp) — Open-source graph database MCP server for Cayley, providing AI agents with multi-backend graph storage, flexible query languages, and lightweight graph operations.
- [Meilisearch MCP Server](https://mcpserver.ever.works/items/meilisearch-mcp-server) — Official Meilisearch MCP server that bridges their search engine and AI assistants, enabling developers to manage search infrastructure through natural language with fast, typo-tolerant indexing and querying capabilities.
- [PocketBase MCP Server](https://mcpserver.ever.works/items/pocketbase-mcp-server) — Single-file backend MCP server for PocketBase, providing AI agents with embedded database, authentication, file storage, and admin UI in one compact Go executable.
- [RudderStack MCP Server](https://mcpserver.ever.works/items/rudderstack-mcp-server) — Open-source customer data platform MCP server for RudderStack, providing AI agents with warehouse-first CDP capabilities for event streaming, reverse ETL, and data activation.
- [Rocket.Chat MCP Server](https://mcpserver.ever.works/items/rocketchat-mcp-server) — Open-source team messaging integration for searching, retrieving, and summarizing channel messages and DMs. Enables channel management, automated notifications, and collaborative workflows through natural language with read-only access.
- [Strapi MCP Server](https://mcpserver.ever.works/items/strapi-mcp-server) — MCP server integrating Strapi headless CMS into AI workflows, enabling manipulation of content management data through natural language. Supports CRUD operations, filtering, pagination, sorting, and media uploads.
- [BTCPay Server MCP Server](https://mcpserver.ever.works/items/btcpay-server-mcp-server) — MCP Server integration for BTCPay Server, the open‑source, self‑hosted Bitcoin payment processor, allowing AI tools to manage Bitcoin payments with no intermediaries via the Model Context Protocol.
- [Clearly Defined MCP Server](https://mcpserver.ever.works/items/clearly-defined-mcp-server) — An MCP Server for ClearlyDefined that allows MCP clients to retrieve, analyze, and work with curated FOSS project metadata such as licenses, attribution, and security information.
- [Akash Network](https://mcpserver.ever.works/items/akash-network) — Akash Network is a decentralized MCP server solution for hosting open-source analytics tools, live demos, and contributor environments. It offers transparent pricing, blockchain auditability, and community-powered deployments, distinguishing itself in the MCP ecosystem.
- [Bukkit](https://mcpserver.ever.works/items/bukkit) — Bukkit is a widely-used MCP server platform in Java, enabling developers to extend and customize Minecraft multiplayer servers through a large plugin ecosystem.
- [Cuberite](https://mcpserver.ever.works/items/cuberite) — Cuberite is a fast and highly customizable open-source MCP server written in C++, supporting multiplayer functionality across multiple platforms including Android, Linux, macOS, and Windows.
- [Aio MCP](https://mcpserver.ever.works/items/aio-mcp) — MCP server that integrates development tools (GitLab, Jira, Confluence, YouTube, Google AI) for streamlined workflows, exemplifying how MCP servers can unify multiple developer services.
- [Aipolabs MCP](https://mcpserver.ever.works/items/aipolabs-mcp) — Enables dynamic search and execution of tools available on ACI.dev, acting as a flexible MCP server for tool orchestration.
- [Aistor](https://mcpserver.ever.works/items/aistor) — Official MCP server for AIStor, directly relevant as a reference implementation for MCP server capabilities.
- [Aivis Speech MCP](https://mcpserver.ever.works/items/aivis-speech-mcp) — MCP server that generates and plays speech audio from text input, demonstrating media and speech integration within the MCP protocol.
- [Algorand](https://mcpserver.ever.works/items/algorand) — Comprehensive MCP server for interacting with the Algorand blockchain, supporting over 40 tooling interactions and resource access.
- [Anthropic Prompt MCP](https://mcpserver.ever.works/items/anthropic-prompt-mcp) — MCP server that provides tools for interacting with Anthropic's prompt engineering APIs, allowing users to generate, improve, and templatize prompts.
- [Atrax](https://mcpserver.ever.works/items/atrax) — Proxy service that aggregates multiple MCP servers into a unified endpoint with configurable conflict resolution, transparent proxying, and enhanced error handling.
- [Axiom](https://mcpserver.ever.works/items/axiom) — Axiom's MCP server enables AI agents to query and analyze large datasets in real-time using the Axiom Processing Language (APL).
- [Azdo MCP](https://mcpserver.ever.works/items/azdo-mcp) — TypeScript-based MCP server that implements a simple notes system, allowing users to create, access, and generate summaries of text notes.
- [Barnsworthburning MCP](https://mcpserver.ever.works/items/barnsworthburning-mcp) — Model Context Protocol (MCP) server enabling direct content search from barnsworthburning.net via compatible AI clients like Claude for Desktop.
- [Batchit](https://mcpserver.ever.works/items/batchit) — Server enabling the batching of multiple MCP tool calls into a single request, reducing token usage and network overhead for AI agents.
- [Bitrefill Server](https://mcpserver.ever.works/items/bitrefill-server) — MCP server wrapping Bitrefill's public API, allowing agents to search for products and shop using cryptocurrencies through the Model Context Protocol.
- [Chargebee](https://mcpserver.ever.works/items/chargebee) — MCP server connecting AI agents to the Chargebee billing platform, enabling automation and query of payment workflows.
- [ancestry-mcp](https://mcpserver.ever.works/items/ancestry-mcp) — An MCP server for reading .ged files and genetic data, integrating ancestry information into AI workflows via MCP.
- [cal-mcp](https://mcpserver.ever.works/items/cal-mcp) — An MCP server for mathematical expression calculation, enabling AI models to perform calculations via MCP.
- [chucknorris-mcp](https://mcpserver.ever.works/items/chucknorris-mcp) — A specialized MCP server providing LLM enhancement prompts and jailbreaks with dynamic schema adaptation, designed to augment AI capabilities via the MCP protocol.
- [coda-mcp](https://mcpserver.ever.works/items/coda-mcp) — An MCP server for accessing and interacting with Coda documents and APIs, integrating Coda functionality into AI workflows using MCP.
- [0xdaef0f/job-searchoor](https://mcpserver.ever.works/items/0xdaef0fjob-searchoor) — An MCP server for searching job listings, with filters for date, keywords, remote work, and more, adhering to the MCP server protocol.
- [alpaca-mcp](https://mcpserver.ever.works/items/alpaca-mcp) — An MCP Server for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data.
- [Calculator MCP Server](https://mcpserver.ever.works/items/calculator-mcp-server) — An MCP server that enables LLMs to use a calculator for precise numerical calculations through the MCP protocol.
- [CopilotKit Open MCP Client](https://mcpserver.ever.works/items/copilotkit-open-mcp-client) — A self-hosted, open-source client for the Model Context Protocol (MCP), enabling users to chat with any MCP server within their own app. It serves as a bridge for integrating and testing various MCP servers, making it highly relevant for exploring and managing MCP server capabilities.
- [DeepLucid3D MCP](https://mcpserver.ever.works/items/deeplucid3d-mcp) — An open-source Model Context Protocol (MCP) server implementing the Unified Cognitive Processing Framework (UCPF). It provides advanced cognitive analysis, creative problem-solving, and structured thinking tools via the MCP protocol. (Merged 'Deeplucid3d Mcp' and 'DeepLucid3D UCPF Server')
- [APKTool MCP Server](https://mcpserver.ever.works/items/apktool-mcp-server) — APKTool MCP Server is an MCP server for Apk Tool, enabling automated reverse engineering of Android APKs through the Model Context Protocol.
- [API Market Server](https://mcpserver.ever.works/items/api-market-server) — A Model Context Protocol server that exposes over 200+ APIs from API.market as MCP resources, allowing large language models to discover and interact with various APIs. A robust and feature-rich MCP server for API aggregation.
- [Bilibili MCP](https://mcpserver.ever.works/items/bilibili-mcp) — MCP servers for fetching Bilibili's trending videos and searching Bilibili content, with LangChain integration examples. Includes implementations by xspadex and 34892002.
- [bright8192/esxi-mcp-server](https://mcpserver.ever.works/items/bright8192esxi-mcp-server) — A VMware ESXi/vCenter management server based on MCP, providing REST API interfaces for virtual machine management via the MCP protocol.
- [Browser MCP](https://mcpserver.ever.works/items/browser-mcp) — MCP servers for automating and controlling the user's browser using existing browser profiles, ideal for tasks requiring logged-in sessions and avoiding bot detection. Includes implementations by browsermcp and modelcontext.
- [Ai Humanizer Server](https://mcpserver.ever.works/items/ai-humanizer-server) — A Model Context Protocol (MCP) server that enhances AI-generated content to sound more natural and human-like, with features like AI detection and text refinement. Highly relevant as an example of an advanced MCP server implementation.
- [Ai Image Gen Mcp](https://mcpserver.ever.works/items/ai-image-gen-mcp) — An MCP-compliant server that generates images from text prompts using Replicate's model, demonstrating extensibility and protocol adherence in the MCP server ecosystem.
- [Ai Prompts Mcp](https://mcpserver.ever.works/items/ai-prompts-mcp) — A Model Context Protocol implementation for managing and serving AI prompts with a TypeScript architecture, showcasing MCP server capabilities for AI prompt management.
- [App Store Connect Server](https://mcpserver.ever.works/items/app-store-connect-server) — An MCP server designed for interacting with the App Store Connect API, providing tools for managing apps, beta testers, bundle IDs, devices, and users. Directly relevant as a Model Context Protocol (MCP) server solution.
- [atlas-docs-mcp-server](https://mcpserver.ever.works/items/atlas-docs-mcp-server) — An open-source Model Context Protocol (MCP) server that provides LLMs with clean, markdown documentation for libraries and frameworks. Directly relevant as it is a robust MCP server solution designed for enhancing AI assistant capabilities with up-to-date library docs.
- [Claude desktop api use via mcp](https://mcpserver.ever.works/items/claude-desktop-api-use-via-mcp) — A server that enables Claude Desktop users to access the Claude API directly, bypass Professional Plan limitations, and use advanced features like custom system prompts and conversation management. A practical MCP server for enhanced Claude integration.
- [Claude for Desktop](https://mcpserver.ever.works/items/claude-for-desktop) — A desktop application that acts as an MCP host, allowing users to connect and interact with various MCP servers. Essential for testing and using MCP servers, making it highly relevant for the Awesome MCP Servers ecosystem.
- [Claude MCP Weather Server Example](https://mcpserver.ever.works/items/claude-mcp-weather-server-example) — An example MCP (Machine Communication Protocol) server implemented in .NET that exposes weather forecast and alert tools, designed specifically for integration with Claude for Desktop. This server demonstrates how to build and configure an MCP server as part of the 'Awesome MCP Servers' ecosystem.
- [Claude Prompts Mcp](https://mcpserver.ever.works/items/claude-prompts-mcp) — A flexible, template-based prompt system server for Claude models, enabling standardized interactions and complex reasoning workflows through a TypeScript/Node.js MCP server with API support. Highly relevant as an MCP server for prompt management.
- [crypto-feargreed-mcp](https://mcpserver.ever.works/items/crypto-feargreed-mcp) — An MCP server that provides real-time and historical Crypto Fear & Greed Index data, making it a valuable resource for MCP ecosystem users needing market sentiment insights via standardized server protocols.
- [crypto-news-mcp](https://mcpserver.ever.works/items/crypto-news-mcp) — An MCP server supplying real-time cryptocurrency news sourced from NewsData, designed for seamless integration with AI agents and applications relying on MCP protocols.
- [ac3xx/mcp-servers-kagi](https://mcpserver.ever.works/items/ac3xxmcp-servers-kagi) — MCP server integrating the Kagi search API, providing Kagi-powered search capabilities within the MCP ecosystem.
- [Ai Customer Support Bot MCP Server](https://mcpserver.ever.works/items/ai-customer-support-bot-mcp-server) — A Model Context Protocol (MCP) server for AI-powered customer support, integrating with Cursor AI and Glama.ai, showcasing MCP server applications in customer service.
- [apify/actors-mcp-server](https://mcpserver.ever.works/items/apifyactors-mcp-server) — An MCP server that provides access to 3,000+ pre-built cloud tools (Actors) for data extraction from websites, e-commerce, social media, and more.
- [attio-mcp-server](https://mcpserver.ever.works/items/attio-mcp-server) — An MCP server that allows AI clients to manage records and notes in Attio CRM via Model Context Protocol.
- [Awesome Awesome MCP Servers](https://mcpserver.ever.works/items/awesome-awesome-mcp-servers) — A curated GitHub repository listing top Model Context Protocol (MCP) servers, providing direct access to a variety of MCP server implementations and resources. Highly relevant as the central directory for discovering and contributing to MCP servers.
- [Awesome Solana MCP](https://mcpserver.ever.works/items/awesome-solana-mcp) — An MCP server enabling interaction with the Solana blockchain, allowing retrieval of validator info, fee estimations, transaction histories, and management of digital assets via Claude assistants.
- [Biggo MCP Server](https://mcpserver.ever.works/items/biggo-mcp-server) — A Model Context Protocol (MCP) server enabling product searches across e-commerce platforms, price history tracking, and product specification-based searches using natural language prompts. Directly relevant as an MCP server implementation.
- [Claudemcpserver](https://mcpserver.ever.works/items/claudemcpserver) — An MCP server providing screen capture capabilities using PyAutoGUI, enabling screenshot capture, compression, and serving for analysis. Directly relevant as a specialized MCP server with screen analysis features.
- [Clojars MCP Server](https://mcpserver.ever.works/items/clojars-mcp-server) — A Model Context Protocol (MCP) server that provides tools for fetching dependency version information from Clojars, the Clojure artifact repository.
- [dealx/mcp-server](https://mcpserver.ever.works/items/dealxmcp-server) — MCP Server for the DealX platform, enabling integration and data retrieval in accordance with the MCP protocol.

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_Canonical page: https://mcpserver.ever.works/tags/open-source_