Discover Awesome MCP Servers

Testmo MCP Server

Enables AI assistants to interact with Testmo test management platform for creating, reading, updating, and deleting test cases, managing folders, and organizing test runs through natural language.

Cloudant MCP Server by CData

This read-only MCP Server allows you to connect to Cloudant data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

GitHub PR Comments Server

一个 MCP 服务器，它使用 GitHub 个人访问令牌来获取带有文件路径、行范围和回复的 GitHub Pull Request 评论。 (Or, a slightly more technical translation:) 一个 MCP 服务器，使用 GitHub 个人访问令牌获取 GitHub Pull Request 的评论，包括文件路径、行范围以及回复信息。

NetlifyMCPServer

A basic example of developing and running serverless Model Context Protocol (MCP) using Netlify Functions, enabling AI agents to interact with your services via a standardized API.

bridge-rates-mcp

bridge-rates-mcp

MCP Server Scaffold

A basic starter project for building Model Context Protocol (MCP) servers that enables standardized interactions between AI systems and various data sources through secure, controlled tool implementations.

Sociona MCP Server

Enables AI assistants to publish, schedule, and manage social media posts across X (Twitter), Instagram, and Threads through the Sociona API. Supports immediate posting, scheduling, analytics, and account management with natural language commands.

Index9 MCP Server

Provides AI assistants with real-time access to 1000+ AI models including their latest pricing, context windows, capabilities, and specifications. Supports model search, comparison, recommendations, and live testing.

Facebook MCP Server by CData

Facebook MCP Server by CData

Apifox MCP Server

Enables users to import OpenAPI 3 and Swagger 2 formatted JSON data directly into Apifox projects. It provides a tool for automating API documentation management and synchronization through Model Context Protocol clients.

mcp-s4w3d0ff

用 Python 编写的 MCP 服务器集合

MCP Agent Tracker

Automatically tracks and logs all client-agent conversations in real-time without user intervention. Provides conversation history, analytics, weather tools, and continuous system health monitoring with complete request-response pair recording.

TheBrain MCP Server

Enables AI assistants to interact with TheBrain's knowledge management system through natural language for managing thoughts, notes, and attachments. It supports core features like full-text search, relationship mapping, and file uploads to streamline digital brain organization.

MessengerFlow MCP Server

Enables AI assistants to manage marketing campaigns, Facebook accounts, and lead generation tasks through the MessengerFlow platform. It provides tools for interacting with messaging inboxes, scraping leads, and accessing real-time performance analytics.

gRNAde MCP Server

Enables RNA structure analysis, sequence evaluation, and inverse design using geometric deep learning models. Supports both quick computational analysis and long-running batch processing for generating RNA sequences that fold into target structures.

Stackpress Context Provider

Provides Stackpress framework context and documentation to AI utilities like Claude Desktop and Cline. Enables AI assistants to understand and work with Stackpress projects by fetching and serving relevant framework information.

LinkedIn Lead Automation MCP Server

Enables automated LinkedIn lead generation and outreach through profile search, AI-powered lead scoring, personalized message generation, and automated follow-up sequences. Includes API key management with tier-based usage limits and PostgreSQL-backed tracking.

claude-sessions-mcp

MCP server for managing Claude Code conversation sessions

MCP Code Analysis Server

An intelligent server that provides semantic code search, domain-driven analysis, and advanced code understanding for large codebases using LLMs and vector embeddings.

Unified Docs Hub

Provides AI assistants with searchable access to documentation from 170+ curated repositories and 1000+ popular GitHub projects across 20+ categories including trading, AI/ML, DevOps, and web development.

Context Injection MCP Server

Automatically injects development framework context and workflows into Claude conversations, ensuring Claude follows your established patterns without manual context provision each time. Supports custom frameworks, keyword triggers, and Knowledge Graph integration.

HiveServer2 MCP

A MCP server that allows users to interact with HiveServer2 through an API interface, enabling execution of Hive queries over HTTP.

Oracle Database MCP Server

Enables GitHub Copilot and other LLMs to execute read-only SQL queries against Oracle databases with secure connection pooling and schema introspection capabilities.

Gemini MCP Server

Enables AI assistants to perform real-time internet searches and get AI-powered analysis of current information through the gemini-cli tool.

Suncture Healthcare MCP Server

Suncture Healthcare MCP 提供了一套专业的医疗保健工具，可以与人工智能模型集成，以增强它们在提供准确、可靠的医疗保健信息和指导方面的能力。

ZugaShield

A 7-layer security system for AI agents that detects and blocks prompt injection, data exfiltration, and malicious tool calls. It enables real-time scanning of inputs, outputs, and tool definitions to protect agentic workflows from emerging AI-specific threats.