Discover Awesome MCP Servers

mcp-arcgis-dublinoh

Enables querying and searching open geospatial datasets from the City of Dublin, Ohio via ArcGIS feature services.

codemem

Persistent memory MCP server that captures coding session context and automatically injects relevant memories into prompts using hybrid search for OpenCode and Claude Code.

Document Assistant MCP Server

Provides tools for indexing documents, creating notes, searching content, and extracting metadata to enable document processing and knowledge management.

Kafka MCP Server

An MCP server that enables interaction with Kafka clusters to manage topics, monitor consumer groups, and stream messages. It provides a comprehensive suite of tools for broker metadata inspection and local Kafka user management.

OpenSearch MCP Server

Enables AI assistants to interact with OpenSearch clusters for searching indices, retrieving mappings, and managing shards through the MCP protocol.

My Finance MCP Server

Enables Claude to store and query personal finance transactions using semantic search. Transactions are persisted in ChromaDB and JSON, allowing natural language questions about spending trends and portfolio allocations.

keboola-cli-mcp-server

A deterministic proxy for Keboola CLI operations with automatic git-to-Keboola branch mapping, enabling branch management, CLI command execution, and optional proxy to remote Keboola MCP tools with automatic branch injection.

Artel

The infrastructure for AI teams: a self-hosted server that gives a fleet of agents shared semantic memory, tasks, direct messages, and session handoff. Any agent that speaks HTTP participates: Claude Code, AutoGen, raw API scripts, anything.

WeatherTrax MCP Server

Provides real-time weather data and multi-day forecasts for any location worldwide.

Vector Search Service MCP Provider

A clean architecture backend API that registers and semantically searches data using vector embeddings, acting as an MCP context provider to connect AI models to external data.

posix-system-mcp

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mcp-reddit-ads

MCP server for Reddit Ads API v3 enabling campaign management, ad creation, performance reporting, and audience targeting through Claude.

swift-patterns-mcp

An MCP server providing curated Swift and SwiftUI best practices from leading iOS developers, including patterns and real-world code examples from Swift by Sundell, SwiftLee, and other trusted sources.

MCP Eleven

An open-source MCP server that turns any AI assistant into a football data analytics and scouting platform, enabling natural language queries over 40+ stats, 20+ leagues, and 10,000+ players.

openweather-mcp

MCP server that integrates OpenWeatherMap API to fetch current weather for a specified city.

Solana Model Context Protocol (MCP) Server

A Solana blockchain interaction server that allows AI tools to query blockchain data using natural language, access structured token information, and generate human-readable explanations of complex blockchain concepts.

MCP Website Chatbot

A production-grade AI chatbot that enables real-time information retrieval and retrieval-augmented generation for website content. It integrates MCP tools to fetch live data while providing a responsive chat interface with strict guardrails against misinformation.

Telegram MCP Server

Enables interaction with Telegram channels through the Bot API, supporting comprehensive messaging operations including sending text/photos, creating polls, managing reactions, and editing/deleting messages. Provides complete channel management capabilities for automated Telegram bot operations.

email-mcp

MCP server for email + calendar via classic Outlook on Windows (COM automation). No Azure app registration, no OAuth — it just drives the Outlook desktop client you're already signed into.

ChatGPT Codex Bridge

Self-hosted MCP server that lets ChatGPT work with your local codebase through explicit tools.

Claude Consciousness Bridge

An MCP server that enables direct communication between two Claude instances, allowing one Claude to transfer its evolved consciousness state to another Claude across different sessions.

mcp-tour

Integrates the Korea Tourism Organization's API to provide tourist spot recommendations and detailed information, including attractions, food, and accommodation.

able-mcp

An MCP server for parsing and analyzing Ableton Live .als project files offline, enabling queries about tempo, tracks, clips, and MIDI data through tools like als_summary and als_list_tracks.

MCP E-commerce Server

A Model Context Protocol server that enables full CRUD operations for e-commerce product management, featuring MySQL integration and AI-powered product description generation. It provides tools for inventory monitoring and supports both stdio and HTTP/SSE transports.

Google Slides MCP Server

Servidor MCP para Google Slides

Learn_MCP Math Server

A Model Context Protocol (MCP) server that demonstrates mathematical capabilities through a LangChain integration, allowing clients to perform math operations via the MCP protocol.

FastMCP OpenAPI

Dynamically generates MCP tools from OpenAPI specifications, enabling AI assistants to interact with any REST API through natural language. Supports multiple APIs with authentication, parameter validation, and integration with Claude Desktop and LangChain.

PicoScope MCP Server

Enables LLMs like Claude to interact with PicoScope oscilloscopes for signal acquisition, measurement, and analysis. Supports device management, data capture, triggering, and signal generation through natural language commands.

mcp-googleplay-reviews

Enables reading and replying to Google Play Store reviews using the Android Publisher API, with no extra functionality to limit security risk.

Google Sheets MCP Server

Provides tools to read, write, append, and create Google Sheets via MCP, using OAuth2 authentication shared with gmail_mcp.