Discover Awesome MCP Servers

Semantic PostgreSQL MCP Server

一个具备语义搜索功能的 PostgreSQL MCP 服务器，用于 AI 聊天机器人

nutrition-mcp-server

Enables natural language access to USDA's FoodData Central database with 1M+ foods, supporting search, nutrition facts, food comparison, and daily value calculations.

Coffee Company MCP Server

An MCP adapter that maps Coffee Company B2B HTTP APIs to MCP tools, allowing AI agents to query member information, benefits, coupons, and payment statuses. It enables seamless integration for AI assistants to manage coffee-related customer assets and loyalty details through natural language.

Ripple-MCP

A field-level semantic change impact analysis MCP server for Claude Code, enabling natural language queries to find affected code when modifying fields, strings, or functions across multiple languages.

安装必要的依赖

一个 MCP 服务器，用于收集互联网上的 MCP 服务器。

CryptoTwitter.Space x402 MCP Server

Enables programmatic access to premium crypto alpha reports from Twitter Spaces with pay-per-use pricing via x402pay and automated revenue distribution to hosts, curators, and platform using CDP Wallet smart accounts.

find-a-book-mcp

An MCP server for searching and downloading books from Library Genesis, supporting EPUB, MOBI, PDF, and more through natural language queries.

P12 SRE Ops MCP Server

Enables SRE operations through natural language, providing tools to query SLO status, fetch runbooks, query alerts, and manage incidents with audit logging and latency tracking.

Realtime-News

Obtain real-time news trending lists: Weibo Hot Search, Baidu Hot List, Zhihu Hot List, Jinri Toutiao Hot List, 36Kr Hot List, Tencent News Hot List, Bilibili Hot List, The Paper Hot List, Hupu Walking Street Hot List, TikTok Hot List, IT News Hot List, Huoxiu Hot List, Baidu Tieba Hot List, Juejin

local-artifacts-for-claude-code

Claude Code MCP server to create and update local interactive web pages (Artifacts) that live-refresh via SSE.

powerpoint-mcp

Create and edit PowerPoint presentations with Claude – locally, on any platform.

RAG MCP Server

A RAG knowledge base MCP server that adds vector search and reranking capabilities to opencode, supporting multimodal embeddings, multiple knowledge bases, and local storage.

Git MCP Server

Enables AI assistants to inspect local Git repositories and interact with the GitHub API for reading commits, diffs, files, issues, comments, pull requests, and project boards.

julia-mcp

Enables AI assistants to execute Julia code efficiently with persistent sessions, avoiding startup costs and maintaining state across calls.

MonoGame MCP Server

Provides AI-powered tools for MonoGame development, including API documentation lookup, project management, and code scaffolding. It enables users to create, build, and diagnose projects through integrated dotnet and content pipeline automation.

NocoDB MCP Server

Enables direct integration with NocoDB databases from Cursor IDE, providing complete CRUD operations, search capabilities, and specialized tools for Discord workflow automation. Features production-ready deployment with Docker support and comprehensive monitoring.

MCP Server for Windsurf

Windsurf 和自定义 MCP 服务器之间的集成

Bytemine MCP Server - Contact Search & Enrich

Bytemine MCP Server – Search 130M+ B2B contacts and enrich profiles with verified emails & phone numbers directly from Claude, Cursor, and other AI assistants via the Model Context Protocol.

Human-In-the-Loop MCP Server

Enables AI assistants like Claude to interact with humans through intuitive GUI dialogs, supporting text input, choices, confirmations, and information displays.

csv-explorer-mcp

A Model Context Protocol server for exploring and analyzing CSV files, providing tools for inspection, sampling, schema inference, statistics, filtering, and more.

aTars MCP by aarna

aTars MCP by aarna provides AI agents with structured access to crypto market signals, technical indicators, and sentiment analysis.

AbraFlexi MCP Server

Provides a comprehensive MCP interface to the AbraFlexi ERP REST API, enabling management of invoices, contacts, products, bank transactions, and other evidence through natural language.

RobotMCP

RobotMCP is a comprehensive Model Context Protocol (MCP) server that bridges the gap between human language and Robot Framework automation. It enables AI agents to understand test intentions, execute steps interactively, and generate complete test suites from successful executions.

DAMI Robot MCP Server

Connects to Moodle API to enable a voice robot to query student information such as attendance, homework, and scores, using read-only tools.

Ecuro Light API MCP Server

Exposes tools from the Ecuro Light API for managing clinical appointments, patient records, and clinic availability. It enables users to perform healthcare management tasks such as scheduling, patient search, and report generation through MCP-compatible clients.

Fin-MCP Payment Server

Enables AI agents to interact with multiple payment providers (Stripe, Paystack) through a unified API. Supports payment initialization, verification, refunds, customer management, and invoicing without requiring knowledge of specific provider implementations.

MCP SpecNavigator

Enables intelligent navigation and exploration of the Model Context Protocol specification through dynamic markdown tree generation, section search, content retrieval, and upstream synchronization with the official MCP repository.

mnemostack

Durable hybrid memory for AI agents. Combines vector search, BM25, temporal retrieval, and optional Memgraph knowledge graph via reciprocal rank fusion. 6 MCP tools: health, search, answer, feedback, graph_query, graph_add_triple. Self-hosted with Qdrant backend.

Weather MCP Server

一个天气 MCP 服务器，使用国家气象局 API 提供天气预报和警报。

TailorKit MCP

Connects AI assistants to the TailorKit API, enabling them to manage customizable product templates for e-commerce platforms through natural language conversations.