发现优秀的 MCP 服务器

Company MCP Server

Enables AI to interact with internal company systems through API integration, supporting data search, information updates, report generation, and system connectivity.

Swagger MCP

High-performance server for exploring Swagger/OpenAPI specifications with dynamic session management, lightning-fast endpoint search, and efficient caching. Enables AI assistants to discover, search, and generate code from REST APIs.

SEFAZ BA: Certidão Negativa de Débitos

Enables querying official SEFAZ BA tax clearance certificates (Certidão Negativa de Débitos) through a read-only MCP tool, providing access to official fiscal status information for the state of Bahia, Brazil.

AgentBase MCP Server

Open registry of agent instruction files — system prompts, skills, workflows, and domain packs. Exposes the OpenClaw registry via 4 MCP tools: search by keyword/category, fetch full instruction files, list categories, and get top-rated files. CC0 licensed, free to use.

MCP Git Repo Browser

一个 Node.js 服务器，允许通过 MCP 浏览 Git 仓库，并提供查看目录结构和读取仓库中重要文件的工具。

MCP Server Boilerplate

A starter template for building custom MCP servers that can integrate with Claude Desktop, Cursor, and other AI assistants. Provides example tools, TypeScript support, and automated publishing workflows to help developers create their own AI assistant integrations.

Fact Checker MCP Server

Enables verification of simple factual claims (e.g., capital cities) by checking against Wikidata, returning accuracy and confidence scores.

LLM Evaluation Harness MCP Server

Evaluates RAG outputs on faithfulness, answer relevancy, and context precision using an LLM-as-a-Judge backend. Exposes tools for running evaluations, scoring individual samples, and checking thresholds, enabling CI gating and on-demand assessment via MCP.

AllMCP

Open-source MCP hub providing a single endpoint for AI agents to access dozens of business integrations (CRMs, spreadsheets, telephony, ads) with multi-tenancy, OAuth, and context-efficient tool discovery.

Twitter Bridge MCP

Enables Claude.ai to interact with Twitter/X by using browser automation to perform actions like posting, replying, and searching through a logged-in Chrome session. It provides a cost-effective alternative to the official API by bridging the Model Context Protocol with a real browser instance.

mcp-use-didwba

一个使用 didwba 作为认证技术的 MCP 客户端和服务器的例子。

Peckboard Graphify

Enables agents to build and query code knowledge graphs for repositories in a folder — finding shortest paths between concepts, explaining concepts with neighbours and community context, and visualizing per-repo graphs through MCP tools.

Portal da Transparência: Repasse de Verba

MCP server for querying official fund transfer data from Brazil's Transparency Portal, offering a read-only tool with usage-based pricing.

brave-search-mcp-cloudflare

Enables Brave Search tools (web, news, image, video, local, summarizer) via remote MCP over HTTP, deployable on Cloudflare Workers with optional Cloudflare Access authentication.

Alibaba Cloud Yaochi DB MCP Server

Enables AI coding assistants to manage Alibaba Cloud databases by creating instances, executing SQL, and more directly from the IDE.

Ludo AI Game Assets

Generate game assets with ludo.ai sprites, 3D models, animations, sound effects, music, and voices.

mcp-devtools

Production-grade MCP server that gives AI agents safe access to your local dev environment: filesystem, databases, processes, and OpenAPI specs.

Cozi MCP Server

Enables management of Cozi Family Organizer shopping lists and todo lists through natural language. Supports creating, editing, and organizing family lists with real-time sync to the Cozi platform.

token-reconciler-mcp

Enables AI agents to compare design tokens from multiple sources, retrieve prior reconciliation runs, and get detailed per-conflict breakdowns with confidence factors and alias chains.

mcp_repo_e2769bdc

这是一个由 MCP 服务器的测试脚本为 GitHub 创建的测试仓库。

cnnfag

CNN's Fear & Greed index for the US stock market: current score and rating, the seven component indicators, and about a year of daily history. Go standard library only, no API key required.

XMind Generator MCP

An MCP server that enables users to generate structured XMind mind maps with hierarchical topics, notes, and labels through natural language. It features automatic file saving to the local Documents folder and can automatically open generated maps in the XMind application.

NYC Property Data MCP Server

Provides Claude with access to NYC public property data including property details, sales history, comparable sales, tax benefits, and rent stabilization analysis using natural language.

Open Brewery DB MCP Server

Provides access to the Open Brewery DB API, allowing AI assistants to search for breweries and retrieve detailed information like location, type, and contact details. It enables interactive exploration of a global database containing over 40,000 breweries.

mcp-license-audit

Audits project dependency licenses for compatibility issues, flags GPL/AGPL conflicts, and generates compliance reports.

SQL MCP Server

Enables natural language and SQL querying across SQLite, MySQL, PostgreSQL, and MongoDB databases with support for bulk operations and schema inspection. It features a safety mechanism requiring explicit user confirmation for destructive actions like data modification and deletion.

Code Screenshot Generator

Enables generating beautiful syntax-highlighted code screenshots with professional themes directly from Claude. Supports file reading, line selection, git diff visualization, and batch processing across 20+ programming languages.

Agent Construct

An MCP server implementation that standardizes how AI applications access tools and context, providing a central hub that manages tool discovery, execution, and context management with a simplified configuration system.

MCP Server ELK

A production-oriented, read-only MCP server for secure ELK stack analysis, compatible with OpenClaw.