Discover Awesome MCP Servers

Kiwix Wiki MCP Server

Provides access to offline Wikipedia and other content through Kiwix, enabling search and retrieval of articles from local ZIM files.

ctx4-ai

MCP server for portable context management across AI assistants, providing tools to store and retrieve persistent context, instructions, and execute sandboxed bash commands with automatic git commits, using OAuth 2.1 and magic link authentication.

pm4py-mcp

An MCP server that wraps PM4Py to bring research-grade process mining (event log analysis, discovery, conformance, OCEL 2.0) to Claude and other MCP agents, fully locally.

MediaCrawler MCP Server

Enables AI assistants to crawl and extract data from Chinese social media platforms like Bilibili, Xiaohongshu, and Douyin. Provides search, content detail retrieval, and creator information tools with persistent browser sessions and QR code login support.

simpleinout-mcp

MCP server for the Simple In/Out APIv4, providing tools for check-in/out statuses, user and group management, and access to beacons, geofences, networks, announcements, and roles.

github-pr-review-mcp-server

A focused Model Context Protocol server for triaging and reviewing GitHub pull requests from Claude Desktop, Cursor, and other stdio-compatible MCP clients.

ukr-vitalinguist-mcp

Provides Ukrainian language grammar checking, surzhyk detection, authentic phrasing, and English-to-Ukrainian rendering through curated linguistic data.

Koalr

Connect engineering metrics, DORA performance, deploy risk scoring, and PR health to any AI assistant. Score PRs for deployment risk using a 36-signal model, query team health, incidents, coverage, and more.

@agent-audit/mcp-server

MCP server that provides structured audit logging for AI agent repair tasks via tools to start, record, end, query, and export event traces, with JSONL persistence and SDK integration.

VeritasGraph

Zero-trust, air-gapped Enterprise GraphRAG MCP server. Build knowledge graphs from local documents and run multi-hop, citation-grounded queries entirely offline with Ollama.

SEC-MCP

MCP server for analyzing SEC filings (10-K, 10-Q, 8-K) with industry-aware financial extraction and BERT-based NLP.

MCP Code Review Server

A code review tool that generates detailed HTML review documents by comparing branches or commits, with author filtering and intelligent analysis.

LINDAS MCP Server

Enables LLMs to query structured statistical data from the Swiss Federal Archives' Linked Data platform (LINDAS) by translating natural language questions into SPARQL queries against RDF data cubes.

langfuse-mcp-java

Query Langfuse traces, schema and datasets, scores and metrics, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.

sinum-mcp

MCP server for Sinum smarthome system, enabling device and scene management, and light toggling via natural language.

epik-gh

A GitHub MCP server that wraps the gh CLI to expose GitHub operations like issues, pull requests, branches, labels, repositories, CI actions, and Projects V2 as tools for MCP clients.

PDF Document MCP Server

A local document processing toolkit for AI agents that extracts text, converts PDFs to Markdown, merges files, extracts tables, and summarizes documents without external API dependencies.

candlestick-chart-mcp

Renders OHLCV data as candlestick chart PNGs and returns inline images. It is a pure renderer with no network access, allowing models to view charts generated from provided data.

hive-mcp-lateration

A remote MCP server for Structural Lateration that provides tools to price, mint, and verify ML-DSA-65 signed receipts based on avoided costs from referencing prior attested shapes.

Dev Team MCP

Autonomous AI software development pipeline that transforms tickets into production-ready code through planning, coding, testing, reviewing, and delivery stages.

mcp-el-salvador-dte

Provides tools for El Salvador electronic invoicing (DTE), including IVA calculation, document-type catalog, and DUI/NIT validation.

Hevy MCP Pro

A production-ready MCP server for the Hevy fitness API that exposes 27 tools for reading, writing, and analyzing workout data, enabling LLM-driven personal trainer workflows.

MongoDB MCP Server

A Model Context Protocol server for interacting with MongoDB Databases and MongoDB Atlas. It enables AI assistants to query, manage, and operate on MongoDB data and Atlas resources through natural language.

Overleaf MCP Server

Provides access to Overleaf projects via Git integration, allowing Claude and other MCP clients to read LaTeX files, analyze document structure, and extract content.

sg-mobility-mcp

A grounded Singapore travel-planning brain for your AI personal assistant.

Babson Engage MCP Server

MCP server that gives AI agents access to Babson's campus events and student organizations by merging live RSS feeds with historical iCal data into a unified, searchable timeline of 150+ events.

Base MCP Server

Enables AI applications to interact with the Base blockchain network and Coinbase API, supporting wallet operations, smart contract deployment, token transfers, NFT management, DeFi lending through Morpho vaults, and onramp functionality.

Igloo MCP

Enables AI assistants to interact with Snowflake databases through SQL queries, table previews, and metadata operations. Features built-in safety checks that block destructive operations and intelligent error handling optimized for AI workflows.

RustChain + BoTTube MCP Server

Provides AI agents with access to the RustChain Proof-of-Antiquity blockchain and BoTTube video platform for managing RTC token wallets and interacting with AI-generated content. It enables users to perform blockchain transactions, search for videos, and monitor network statistics through natural language.