Discover Awesome MCP Servers

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.

pica

Enable seamless interaction with over 100 third-party platforms through a unified interface, powered by Pica. Execute platform actions directly, generate integration code, and manage connections securely without exposing secrets.

N8N MCP Server for Railway

Here's the translation of "N8N MCP Server deployment for Railway" into Indonesian: **Penerapan Server N8N MCP untuk Railway** Or, more explicitly: **Cara Menerapkan Server N8N MCP di Railway** Both translations are accurate, but the first one is more concise and commonly used. The second one is more explicit and clarifies that it's about *how* to deploy. Choose the one that best suits the context.

JMeter MCP Server

A Model Context Protocol server that enables executing and interacting with JMeter tests through MCP-compatible clients like Claude Desktop, Cursor, and Windsurf.

mcp-brain

Enables multi-agent cognitive processing for complex tasks using a pipeline of Analyst, Creator, and Critic agents, running locally via MiniMax API.

Crawlbase MCP

A Model Context Protocol server that enables AI agents to fetch live web content with JavaScript rendering, proxy rotation, and anti-bot evasion.

Pet Care AI MCP

Pet Care AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

discord-mcp

Lightweight multi-guild Discord MCP server with 60+ tools for messages, channels, roles, permissions, moderation, forums, webhooks, and embeds

Mailspring MCP Server

Enables AI agents to read email data (threads, messages, contacts, folders, labels) via the Model Context Protocol using Mailspring's DatabaseStore API.

Adyen Checkout Utility Service MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with Adyen's Checkout Utility Service API through natural language, auto-generated using AG2's MCP builder.

ChuangSi AI Model Content Protection

Provides real-time content safety protection for large language models by detecting and preventing risks in both input and output content across multiple dimensions including compliance, ethics, and security.

case-mcp

MCP server: convert a string between case styles. Smart splitting handles mixed-case identifiers like someXMLParser and my-Mixed_thing.

GraphQL Schema Embedder MCP Server

Indexes GraphQL schemas using embeddings to enable semantic search of types and fields for fast lookup. It allows LLMs to discover relevant schema signatures and execute queries against live GraphQL endpoints.

AgentSoap MCP Server

A security interceptor for AI agents that mitigates prompt injections and data loss in autonomous workflows.

MCP Shell Server

Enables secure execution of whitelisted shell commands through MCP, with support for stdin input, timeout control, and comprehensive output including stdout, stderr, and execution time.

ArxivSearcher MCP Server

An MCP server that enables intelligent searching, filtering, and exporting of Software Engineering papers on arXiv with tools for querying by keywords, authors, analyzing trends, and finding related research.

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.

MCP Prompt Enhancer

Intelligently analyzes codebases to enhance LLM prompts with relevant context, featuring adaptive context management and task detection to produce higher quality AI responses.

mcp-hko

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

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.

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.