Discover Awesome MCP Servers

Deep Agent Harness Automation System

A LangGraph-powered MCP server for infrastructure orchestration with autonomous subagents.

Threads MCP Server

A stdio MCP server for the official Threads API, enabling publishing, reading, moderation, insights, discovery, locations, and setup diagnostics.

Clinical Trials MCP Agent

Enables AI agents to search and analyze clinical trial data from ClinicalTrials.gov using both structured SQL queries for filtering trials by status, phase, and conditions, and semantic vector search for exploring detailed protocol information like exclusion criteria.

openapi-to-mcp

A minimal MCP server that auto-generates tools from your OpenAPI spec, optimized for Vercel.

Context Zero Engine

A local code-intelligence engine for AI agents that indexes repositories into a PostgreSQL-backed code graph and serves structured, token-budgeted context over MCP and HTTP, enabling targeted queries on symbols, dependencies, contracts, and impact analysis.

mcp-hko

Provides access to Hong Kong Observatory weather data APIs, enabling retrieval of forecasts, earthquake info, tide data, and more via natural language.

Claude RAG MCP Pipeline

Enables Claude Desktop to search and query personal document collections (PDF, Word, Markdown, text) using semantic search and conversational AI with full context preservation across exchanges.

Lumenore Analytics MCP Server

Provides AI assistants with access to Lumenore's analytics capabilities, enabling natural language queries for data insights, advanced analytics (trends, predictions, correlations, outliers), and real-time data processing with zero persistent storage.

MCP Market Statistics Server

Provides comprehensive statistics and advanced analysis tools for the Korean stock market, offering real-time index data, sector analysis, investor trend tracking, and AI-based market pattern recognition.

Adaptive Graph of Thoughts MCP Server

A scientific reasoning framework that leverages graph structures and the Model Context Protocol (MCP) to process complex scientific queries through an Advanced Scientific Reasoning Graph-of-Thoughts (ASR-GoT) approach.

mcp-uk-ons

Enables querying UK Office for National Statistics datasets and their editions through natural language, with no authentication required.

Google Drive MCP Server

Enables comprehensive Google Drive operations including file management, content retrieval, permission handling, commenting, and collaboration through the Model Context Protocol.

housecallpro-mcp

MCP server for Housecall Pro, providing 5 tools for AI agents to register customers, schedule jobs, create estimates, log leads, and generate invoices (env-gated).

Delegation MCP

Intelligent routing layer that analyzes tasks and guides your AI agent to delegate work to specialized tools (Gemini, Aider, Copilot) using rule-based and capability-based routing.

TradingView OpenCode Agent

Connects TradingView Desktop with opencode.ai to enable AI-powered chart analysis, technical indicators, Pine Script development, and replay trading.

Batch Review

A collaborative code and markdown review tool that bridges human reviewers and AI agents, enabling both to browse files, inspect git diffs, leave structured comments, and save a final review report from the same UI in real time.

google-cloud-mcp

Enables management of Google Cloud services including BigQuery, Cloud Logging, Cloud Storage, and Compute Engine via MCP tools.

open-edison

Deterministic agentic data firewall that secures, monitors, and controls AI agent interactions with data and software via MCP, preventing data leaks.

snapshot-mcp-server

Save conversation state, resume work across sessions, and organize multiple snapshots with minimal token overhead.

rays-mcp

Exposes global market breadth, volume, RSI, volatility, and sentiment for 12 major equity indices (US + Asia) via 5 tools.

Office-Word-MCP

A Model Context Protocol server for enterprise-grade document automation, enabling AI assistants to create, read, manipulate, and analyze Microsoft Word documents programmatically.

RPG MCP Server

Enables playing RPGs with LLMs through tools for dice rolling (e.g., '1d6'), success checks with criticals, and random event generation.

cctx

Enables Claude Code to reduce token usage by 70-90% using a local LLM for codebase indexing, tool output compression, and turn summarization.

mori

Mori (森) is a shared memory layer for AI coding agents — one that compounds.

agent-vrm-mcp

Enables Claude to generate speech from text and express it through a 3D VRM avatar via the AgentVRM engine.

darktable-mcp

Enables Claude and other AI assistants to control darktable for photo management and editing through its Lua API.

horus-flow-mcp

Real-time institutional crypto & equity orderflow intelligence. Detects BUY/SELL pressure from live Binance L2 orderbook and aggressive trade feeds for any USDT pair or US equity.

EasyProject MCP Server

Integrates with EasyProject API to manage projects, tasks, users, time tracking, and reporting via MCP protocol in editors like Cursor AI.

APIMesh MCP Server

23 pay-per-call web analysis APIs as MCP tools. Security audits, tech stack detection, email verification, SEO analysis, SSL checks, performance monitoring. Supports x402 and Stripe MPP payments.

guidetopharmacology

Enables access to the IUPHAR/BPS Guide to PHARMACOLOGY database for querying drug targets, ligands, and pharmacological data without API keys.