MCP is an open protocol that enables AI models to securely interact with local and remote resources through standardized server implementations. This list focuses on production-ready and experimental MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.
MladenSU/cli-mcp-server ๐ ๐ - Command line interface with secure execution and customizable security policies
tumf/mcp-shell-server A secure shell command execution server implementing the Model Context Protocol (MCP)
๐ฌ Communication
Integration with communication platforms for message management and channel operations. Enables AI models to interact with team communication tools.
hannesrudolph/imessage-query-fastmcp-mcp-server ๐ ๐ ๐ - An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling
OpenDataMCP/OpenDataMCP ๐ โ๏ธ - Connect any Open Data to any LLM with Model Context Protocol.
tinybirdco/mcp-tinybird ๐ โ๏ธ - An MCP server to interact with a Tinybird Workspace from any MCP client.
๐๏ธ Databases
Secure database access with schema inspection capabilities. Enables querying and analyzing data with configurable security controls including read-only access.
domdomegg/airtable-mcp-server ๐ ๐ - Airtable database integration with schema inspection, read and write capabilities
LucasHild/mcp-server-bigquery ๐ โ๏ธ - BigQuery database integration with schema inspection and query capabilities
ergut/mcp-bigquery-server ๐ โ๏ธ - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities
isaacwasserman/mcp-snowflake-server ๐ โ๏ธ - Snowflake integration implementing read and (optional) write operations as well as insight tracking
hannesrudolph/sqlite-explorer-fastmcp-mcp-server ๐ ๐ - An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.
sirmews/mcp-pinecone ๐ โ๏ธ - Pinecone integration with vector search capabilities
๐ป Developer Tools
Tools and integrations that enhance the development workflow and environment management.
QuantGeekDev/docker-mcp ๐๏ธ ๐ - Docker container management and operations through MCP
@vivekvells/mcp-pandoc ๐๏ธ ๐ - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
@pskill9/website-downloader ๐๏ธ ๐ - This MCP server provides a tool to download entire websites using wget. It preserves the website structure and converts links to work locally.
๐งฎ Data Science Tools
Integrations and tools designed to simplify data exploration, analysis and enhance data science workflows.
Provides direct access to local file systems with configurable permissions. Enables AI models to read, write, and manage files within specified directories.
Financial data access and cryptocurrency market information. Enables querying real-time market data, crypto prices, and financial analytics.
QuantGeekDev/coincap-mcp ๐ โ๏ธ - Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys
anjor/coinmarket-mcp-server ๐ โ๏ธ - Coinmarket API integration to fetch cryptocurrency listings and quotes
berlinbra/alpha-vantage-mcp ๐ โ๏ธ - Alpha Vantage API integration to fetch both stock and crypto information
๐ง Knowledge & Memory
Persistent memory storage using knowledge graph structures. Enables AI models to maintain and query structured information across sessions.
/CheMiguel23/MemoryMesh ๐ ๐ - Enhanced graph-based memory with a focus on AI role-play and story generation
/topoteretes/cognee ๐ ๐ - Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
@hannesrudolph/mcp-ragdocs ๐ ๐ - An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context
@kaliaboi/mcp-zotero ๐ โ๏ธ - A connector for LLMs to work with collections and sources on your Zotero Cloud
๐บ๏ธ Location Services
Geographic and location-based services integration. Enables access to mapping data, directions, and place information.
exa-labs/exa-mcp-server ๐๏ธ ๐ โ๏ธ โย A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
apify/mcp-server-rag-web-browser ๐ โ๏ธ - An MCP server for Apify's RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.
erithwik/mcp-hn ๐ โ๏ธ - An MCP server to search Hacker News, get top stories, and more.
chanmeng/google-news-mcp-server ๐ โ๏ธ - Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through SerpAPI.
๐ Security
dnstwist MCP Server ๐๐ชโ๏ธ - MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage.
Maigret MCP Server ๐๐ชโ๏ธ - MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. This server provides tools for searching usernames across social networks and analyzing URLs.
Shodan MCP Server ๐๐ชโ๏ธ - MCP server for querying the Shodan API and Shodan CVEDB. This server provides tools for IP lookups, device searches, DNS lookups, vulnerability queries, CPE lookups, and more.
VirusTotal MCP Server ๐๐ชโ๏ธ - MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports.
๐ Travel & Transportation
Access to travel and transportation information. Enables querying schedules, routes, and real-time travel data.
Interact with Git repositories and version control platforms. Enables repository management, code analysis, pull request handling, issue tracking, and other version control operations through standardized APIs.
mrjoshuak/godoc-mcp ๐๏ธ ๐ - Token-efficient Go documentation server that provides AI assistants with smart access to package docs and types without reading entire source files
calclavia/mcp-obsidian ๐ ๐ - This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown notes (such as an Obsidian vault).
amidabuddha/unichat-mcp-server ๐/๐ โ๏ธ - Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using MCP protocol via tool or predefined prompts. Vendor API key required
evalstate/mcp-miro ๐ โ๏ธ - Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API.
sooperset/mcp-atlassian ๐ โ๏ธ - Natural language search and content access for Confluence workspaces
andybrandt/mcp-simple-timeserver ๐ ๐ โ๏ธ - An MCP server that allows checking local time on the client machine or current UTC time from an NTP server
@llmindset/mcp-hfspace ๐ โ๏ธ - Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/downloads.
zueai/mcp-manager ๐ โ๏ธ - Simple Web UI to install and manage MCP servers for Claude Desktop App.
wong2/mcp-cli ๐ ๐ - CLI tool for testing MCP servers
tevonsb/homeassistant-mcp ๐ ๐ - Access Home Assistant data and control devices (lights, switches, thermostats, etc).
allenporter/mcp-server-home-assistant ๐ ๐ - Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control.
apinetwork/piapi-mcp-server ๐ โ๏ธ PiAPI MCP server makes user able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps.
@pskill9/hn-server - ๐ โ๏ธ Parses the HTML content from news.ycombinator.com (Hacker News) and provides structured data for different types of stories (top, new, ask, show, jobs).
@mediar-ai/screenpipe - ๐๏ธ ๐ฆ ๐ ๐ Local-first system capturing screen/audio with timestamped indexing, SQL/embedding storage, semantic search, LLM-powered history analysis, and event-triggered actions - enables building context-aware AI agents through a NextJS plugin ecosystem.
Frameworks
FastMCP ๐ - A high-level framework for building MCP servers in Python
FastMCP ๐ - A high-level framework for building MCP servers in TypeScript
Foxy Contexts ๐๏ธ - Golang library to write MCP Servers declaratively with functional testing included
Genkit MCP ๐ โย Provides integration between Genkit and the Model Context Protocol (MCP).
LiteMCP ๐ - A high-level framework for building MCP servers in JavaScript/TypeScript
mark3labs/mcp-go ๐๏ธ - Golang SDK for building MCP Servers and Clients.
mcp-framework ๐ - Fast and elegant TypeScript framework for building MCP servers
mcp-proxy - ๐ A TypeScript SSE proxy for MCP servers that use stdio transport.
mark3labs/mcphost A CLI host application that enables Large Language Models (LLMs) to interact with external tools through the Model Context Protocol (MCP).
adhikasp/mcp-client-cli CLI client that support Anthorpic, OpenAI, Groq, and ollama model via langchain
daodao97/chatmcp A GUI chat repl for interacting with MCP servers.
cline/cline A vs code extension that implements a fully agentic software development environment.
Python CLI for AI Chat API ๐ โ๏ธ Console chat with all major LLM provider: ChatGPT, MistralAI, Claude by Anthropic, Grok by xAI, Gemini by Google and DeepSeek. โญNow with MCP support!โญ