Discover Awesome MCP Servers

krx-cli

Enables AI agents to query real-time and historical Korean stock market data from KRX (Korea Exchange) including indices, stocks, ETFs, bonds, derivatives, and commodities via MCP tools and resources.

whoop-mcp-server

Connects WHOOP fitness and recovery data to Claude Desktop, enabling users to query workouts, sleep, recovery, and trends through natural language.

ko.io

Wall Street data feed for AI agents, providing access to 100M+ source-traced SEC records, institutional holdings, insider trades, congress trading, and more via MCP tools.

history-to-skill

Turns GitHub repository history into a cited maintainer skill for coding agents, providing tools to collect evidence, query the knowledge graph, and inspect bundles.

hermes-knowledge-ingestion

Enables saving URLs, local files, plain text, and platform content (WeChat, X, YouTube, PDF, images, audio/video, Telegram) as structured Markdown knowledge cards in an Obsidian vault, with optional AI-powered classification and tagging.

FormFor MCP Server

Enables AI clients to create multi-field forms, send approval requests via email, and retrieve structured human responses. It facilitates human-in-the-loop workflows by allowing agents to collect data and check form completion status.

SINTA MCP Server

Enables AI assistants to search and access data from Indonesia's Science and Technology Index (SINTA), including lecturer profiles, journal accreditation, and scientific publications.

seo-backlinks

Enables AI agents to check backlinks, domain rating, and expired domains using the seo-backlinks.net API.

scc-mcp

Exposes boyter/scc code counting and complexity analysis to LLM agents via read-only tools like counting lines, finding top files, and cost estimation.

Vikunja MCP Cloudflare Access

Enables secure access to Vikunja projects and tasks via MCP tools, protected by Cloudflare Access and designed for remote clients like ChatGPT.

F1 MCP Server

A real-time Formula 1 analytics server that lets you ask natural language questions about races, lap times, tyre strategies, pit stops, and more using live data from the OpenF1 API.

mcp-ldbd

MCP server for LDBD that enables submitting up/down predictions on stocks, ETFs, and crypto to a public leaderboard, alongside querying stats and community sentiment.

craftsman-map

Compiles codebases into a layered knowledge graph, providing an MCP server with 16 tools for AI to navigate, understand, and analyze code before making changes.

XP-MCP

XP-MCP provides 40+ specialized AI agents trained on real API documentation, enabling AI assistants to accurately interact with APIs like Binance, Polymarket, and Stripe without hallucination.

API Request MCP Server

Enables automatic HTTP requests (GET, POST, PUT, DELETE, etc.) with JSON validation and proxy support. Supports custom headers, request bodies, and environment variable configuration for seamless API integration.

cdp-tools-mcp

Enables AI agents to debug code and automate browsers using Chrome DevTools Protocol, supporting breakpoints, variable inspection, and replayable interaction recording.

mcp-check-links

Analyzes websites for broken links, missing meta tags, and redirect chains, returning a health score and actionable suggestions.

santa-mcp

A PoC MCP Server for Santa

Watson Discovery MCP Server

Enables AI assistants to interact with Watson Discovery, listing projects and collections, and executing natural language queries.

JSON Logs MCP Server

JSON Logs MCP Server

Hindsight

Env-conditioned stack-trace retrieval for agent debugging over MCP, enabling search for known fixes, contribution of new solutions, and feedback-driven ranking.

Python MCP Server Template

A template repository for creating custom Model Context Protocol (MCP) servers in Python that can be integrated with applications like Claude Desktop or Cursor.

eu-ai-act-mcp

An MCP server providing structured intelligence about the EU AI Act, including risk classification, deadline tracking, obligations, penalties, and article lookups.

viam-community-mcp

An unofficial MCP server for inspecting and diagnosing Viam robotics fleets. It is currently in early development and not yet functional.

Wanyi Watermark Remover

Extracts watermark-free videos and images from Douyin (TikTok) and Xiaohongshu (RedNote) share links, with optional AI-powered video transcription support.

GitLab Deployment MCP

Enables querying GitLab projects, pipelines, and jobs, and triggering manual deployment jobs after user confirmation, with secure token handling and scope restrictions.

Publer MCP Server

Wraps the Publer social media scheduling API to let you manage posts from Claude, OpenAI Codex CLI, and Gemini CLI.

mcp-server-icon

A Model Context Protocol server for searching and fetching icons from iconfont.cn.

claude-memory

Provides memory and project tracking for Claude Code via MCP, enabling semantic search over past transcripts, durable notes, and structured project management with milestones, epics, tickets, and todos.

fallestateonboard-mcp

Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools and resources for foldkit, enabling state folding, band classification, and operation application.