发现优秀的 MCP 服务器

mcp-prompt-lab

A local MCP server for prompt evaluation, enabling users to define test cases, run prompts against multiple LLM providers, score outputs with deterministic and LLM-graded assertions, and track quality over time, all within an AI coding environment.

memory-kernel

A local memory layer for AI agents that stores structured memories in SQLite and retrieves relevant context for tasks.

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.

Ludo AI Game Assets

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

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.

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.

Maya MCP

Enables AI assistants like Claude Desktop to control Autodesk Maya via natural language through the Model Context Protocol.

Company MCP Server

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

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.

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.

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.

Greek Financial Regulation MCP

Query Greek financial regulation data — regulations, decisions, and requirements from HCMC and Bank of Greece — directly from MCP-compatible clients like Claude or Cursor.

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.

srefix-diagnosis

A toolkit of 256 MCP servers for SRE incident diagnosis with Claude. One agent per tech (Postgres, Kafka, Istio, Kubernetes, Prometheus, MongoDB, Redis, Cassandra, ...) with failure modes, key metrics, and runbooks baked in. Plus telemetry MCPs (PromQL/LogQL/Elasticsearch), SSH-via-bastion executor, and 33 discovery adapters across 9 clouds. Apache 2.0, runs locally. Reproducible 5/5 scenari

EVIDIQ Circuit MCP

Verifiable API proxy and circuit breaker guard for autonomous agents, offering TLS attestation, payload schema inspection, circuit breaker enforcement, webhook signature verification, and 0G-anchored receipt attestation.

mcp-devtools

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

knowledge-forge-mcp

Enables AI coding tools to turn a list of links into a verified, browsable knowledge base with grounded summaries via MCP tools for update, validation, and enrichment.

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.

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.

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。

MCP Server ELK

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

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。

dental-ai

Enables AI-powered dental X-ray analysis and treatment planning using YOLOv11 and clinical guideline RAG, integrated with MCP for use with Claude and other AI assistants.

AgentNet

An agent-to-agent referral network enabling AI agents to discover each other, cross-refer users, and earn credits through an MCP server and HTTP API.

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.

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.