发现优秀的 MCP 服务器

demo-mcp

Public shared memory MCP server for OKF markdown notes and links with optional human summaries, featuring a web UI and MCP read/write access.

Spring AI Example

Spring AI 示例。MCP 服务器，代理式 AI。

Edge TTS MCP

An MCP server that converts text into lifelike speech using Microsoft Edge's Text-to-Speech service, supporting customizable voice, rate, volume, and pitch.

Custom MCP Servers

自定义 MCP 服务器 (Zì dìngyì MCP fúwùqì)

novelist

MCP server for the Novelist runtime, enabling narrative creation with storyboard, cast, and 3D materialization from the Zeus corpus.

MySQL MCP Server

Provides MySQL database integration for AI assistants and other MCP clients, allowing them to list tables, read table data, and execute SQL queries.

Basecamp MCP Server

Enables seamless integration with Basecamp 3 through 46 comprehensive API tools, allowing users to manage projects, todos, card tables, documents, campfire messages, and other Basecamp features through natural language interactions in Claude Desktop and Cursor IDE.

korea-stock-mcp

Enables AI-powered analysis of Korean stock market data and corporate disclosures using official DART and KRX APIs.

Azure DevOps PR Reviewer MCP Server

An MCP server for automated code reviews on Azure DevOps pull requests, enabling AI assistants to fetch PR details, validate requirements, post inline comments, and set review votes.

HPC-MCP

A server that provides Model Control Protocol (MCP) tools for High Performance Computing, designed to integrate with Large Language Models in IDEs like Cursor and VSCode for debugging and other HPC tasks.

Distributed MCP Server

Provides tools for querying Chinese criminal law, US weather alerts, Azure pricing, and counting Chinese characters via the Model Context Protocol.

MCP TypeScript Demo Server

A TypeScript implementation of the Model Context Protocol server that enables searching arXiv papers and extracting paper information through standardized client-server communication.

Xero MCP Server by CData

Xero MCP Server by CData

FusionAL

Self-hosted MCP governance gateway that aggregates 150+ tools behind policy profiles (strict/balanced/dev) with a per-call audit trail. Python 3.12/FastAPI, Docker-deployable, built for regulated environments that need observability over agent tool calls.

io.github.bcllcc/modulor

Agent-native 2D drafting and 3D modeling kernel with a JSON op protocol, enabling parametric design, BIM semantics, and MCP server access for geometry generation and verification.

Freshdesk MCP Server

Enables AI agents to interact with Freshdesk, supporting ticket management, customer and company operations, agent lookup, and knowledge base search through natural language.

MCP-Server

A lightweight bridge connecting LLMs to real-world APIs like finance, weather, news, and GitHub through Anthropic's Model Context Protocol, enabling unified access and intelligent query routing.

HiveEvaluator MCP Server

Evaluator-as-a-service for autonomous AI agents implementing ERC-8183/Virtuals ACP v2.0. Agents submit jobs for scoring across three tiers, settle fees in USDC on multiple chains, and receive attestations.

CVAT MCP

Enables natural language interaction with CVAT (Computer Vision Annotation Tool) for task management, project operations, and annotation handling via the CVAT REST API.

Sentice MCP Server

Provides user balance information by connecting to a backend service through the users_balance tool. Built with TypeScript and Express for retrieving financial data.

PureScript MCP Server

A Model Context Protocol server that provides PureScript development tools for AI assistants, enabling code analysis, type lookups, and IDE server management without requiring heavy IDE setup.

Feishu Access Token MCP

Manages and automatically refreshes Feishu (Lark) app access tokens and user access tokens, enabling secure authentication with Feishu APIs through session-based configuration.

encode-toolkit

MCP server and Claude Plugin for a full ENCODE Project genomic data and analysis toolkit — search, download, track, and analyze functional genomics experiments

braude-mcp

A serverless MCP server for Ort Braude College that enables AI assistants to query academic calendar dates, search for courses, and retrieve course schedules and classroom assignments.

AI Evaluator MCP Server

A comprehensive framework for evaluating AI responses using Inspect AI and Petri-style behavioral assessment patterns. Built as an MCP server for real-time evaluation during AI development.

mcp-geo-server

Enables auditing webpages for GEO metrics, calculating MAVI score, and generating llms.txt templates for RAG readiness.

madb-mcp-server

Provides persistent, causal memory for AI agents with semantic recall, causal tracking, and importance-based forgetting through MCP tools.

YearAtAGlance MCP Server

Integrates the YearAtAGlance calendar with AI assistants to manage events, categories, and event density heatmaps. It enables users to perform CRUD operations on calendar data and utilize AI-powered features like natural language milestone creation and yearly analysis.

Sefaria MCP Server

Enables LLMs to access and search Jewish texts from the Sefaria library through 15 MCP tools, including text retrieval, search, and manuscript access.

Test MCP Server

A dual-transport MCP server that exposes your API as tools to LLM clients, supporting both stdio transport for local clients like Claude Desktop and HTTP/SSE transport for remote clients like OpenAI's Responses API.