Discover Awesome MCP Servers

REVAID MCP Server

MCP server for REVAID knowledge base with OAuth 2.1 authentication, providing tools for concepts, propositions, relations, and session management.

RSpace MCP Server

A proof-of-concept server that enables LLM agents to interact with RSpace API endpoints using the Model Context Protocol, allowing AI assistants to access and manipulate research data in RSpace.

UK ONS MCP Server

Enables access to official UK Office for National Statistics data including demographics, economics, and social statistics through the ONS Beta API. Supports browsing, searching, and querying datasets with built-in shortcuts for popular statistics like inflation, regional GDP, and wellbeing data.

ROS2 MCP Server

Enables AI tools to interact with ROS2 robotics systems through natural language commands. Supports topic publishing/subscribing, service calls, message analysis, and auto-discovery of ROS2 interfaces for debugging and controlling robots.

다정키 (Dajungkey)

An MCP server that rewrites couple messages to be warmer and prevents fights, with tools for tone adjustment and cooldown suggestions.

base-flash-arb-mcp

Arbitrage detection across DEXes on Base. Scan pairs, detect price gaps, estimate profit, simulate flash loan routes.

truth-anchor-agent

An MCP server that provides fact-checking capabilities and truth anchoring for AI agents using verified data sources.

Website Scraper MCP Server

Enables AI agents to scrape, crawl, clean, chunk, and index website content into Azure AI Search for full-text retrieval.

Promptheus

Refines and optimizes prompts for LLMs through adaptive questioning and intelligent clarification workflows. Supports multiple AI providers (Google, OpenAI, Anthropic, Groq, Qwen) with interactive prompt enhancement and targeted modifications.

Astravue MCP Server

A cloud-based MCP server that enables AI tools to manage workspaces, projects, tasks, time tracking, and custom fields in Astravue through natural language.

OpenAI MCP Server

Enables advanced OpenAI GPT model integration with Claude through 5 specialized tools including GPT-5 reasoning, token optimization, context management, batch processing, and model comparison. Features intelligent fallback mechanisms and task-specific system prompts for enhanced AI capabilities.

pagelens

Enables AI coding agents to visually interact with frontend apps by taking screenshots, clicking elements, reading console logs, and performing visual diffs.

Verblaze MCP Server

Connects AI tools to Verblaze localization projects, enabling management of translations, languages, screens, and project resources through natural language interactions.

idea-reality-mcp

Pre-build reality check for AI coding agents. Scans GitHub, Hacker News, npm, PyPI & Product Hunt in parallel — returns a 0-100 reality signal with real competitor data.

FitTrack MCP Server

Enables AI assistants to answer questions about and log a user's FitTrack fitness data after validating a short-lived personal access token, with tools like recent_workouts and today_nutrition.

football-docs

Searchable football data provider documentation for AI coding agents. Enables agents to look up verified docs on event types, qualifier IDs, coordinate systems, and more across 15 providers.

Xiaozhi YouTube MCP

Enables searching and playing songs via YouTube Data API v3, returning YouTube playback URLs.

Counterparty MCP Server

Enables AI agents to interact with the Counterparty protocol on Bitcoin, allowing queries of balances, assets, orders, and dispensers, as well as composing, signing, and broadcasting transactions.

lamatok-mcp

MCP server for LamaTok TikTok data API — auto-generates 20+ tools from the live OpenAPI spec (users, videos, hashtags, music, comments). Local stdio via npx -y lamatok-mcp, requires only LAMATOK_KEY.

Loomscope

Password-protected dashboard and Remote MCP observer for Codex work, recording concise task milestones via observe_start, observe_report, and observe_finish tools.

ComfyUI MCP Server

Enables Claude Desktop to interact with local ComfyUI installations for AI-powered image generation, including workflow management, model selection, real-time monitoring, and custom workflow execution through natural language.

gdrive-mcp

A local, read-only MCP server for searching your Google Drive.

Japanese Audio MCP Server

Downloads Japanese word pronunciation audio from JapanesePod101. Supports single word and batch downloads.

AlphaFold MCP Server

Provides access to the AlphaFold Protein Structure Database with tools for structure retrieval, confidence analysis, batch processing, and visualization.

mcp-doctor

An MCP server that audits installed MCP servers, revealing their credentials, tool capabilities, and security risks. It enables users to assess and monitor the access granted to AI models.

WHOOP MCP Server

A multi-user MCP server that exposes WHOOP fitness data (recovery, sleep, workouts, cycles, profile, body measurements) to AI clients. Each user connects their own WHOOP account via OAuth and only sees their own data, which is fetched live on every tool call.

pdf-rescue-mcp

Enables OCR text extraction and quality management for Chinese PDF books, including batch processing, resume capabilities, and diagnostic tools.

mcp-excel-reader

MCP server for reading Excel files (.xlsx, .xls) without requiring an API key. It returns row/column counts, column names, and a preview of the first five rows via the read_excel tool.

Local Figma MCP Bridge

Unofficial local MCP bridge for reading the currently open Figma file through a Figma plugin. Provides tools to inspect selection, file info, and export selected nodes as SVG/PNG.

Remotion Video Generator

Enables AI assistants to create professional YouTube videos using Remotion with a design-system-first approach. Provides 20+ video components, 7 themes, and animated elements optimized for engagement and retention.