发现优秀的 MCP 服务器

opensolr-mcp

Provides managed Apache Solr search as MCP tools, enabling hybrid retrieval, server-side GPU embeddings, document indexing, and grounded RAG answers without managing infrastructure.

Odoo MCP Server

Enables AI assistants to interact with Odoo ERP systems through XML-RPC to manage records, search for employees, and track holidays. It provides comprehensive access to Odoo models and methods, allowing users to query data and execute custom functions via the Model Context Protocol.

Geospatial MCP Server

Enables advanced geospatial analysis including elevation queries, line-of-sight calculations, terrain visualization, and autonomous drone mission planning with real-time safety analysis and 3D visualization capabilities.

Remote MCP Server (Authless)

A template for deploying an authentication-free MCP server on Cloudflare Workers. Provides a starting point for creating custom tools accessible via SSE from remote MCP clients like Claude Desktop or AI Playground.

Pinecone Assistant MCP Server

Pinecone 助手 MCP 服务器

MCP Spotify AI Assistant

Enables Claude to control Spotify features including playback control, playlist management, search, and accessing user's listening history and preferences through the Spotify API.

railway-sandbox-mcp

Enables ChatGPT to create, manage, and execute commands in ephemeral isolated Linux sandboxes on Railway, with file operations and checkpointing.

mcp-colombia-demo

MCP server that lets AI assistants query official Colombian department data (capital, population, area, municipalities, and phone prefix) in real time through the public Colombia REST API.

pathhound-mcp

An MCP server that enables LLMs to query and reason over Active Directory attack graphs collected by BloodHound, providing attack paths, blast radius analysis, choke points, and defender remediation advice.

Joke Generator MCP

Enables users to fetch developer and programming jokes, either random or by specific topic, through simple MCP tools.

excel-vision-mcp

Enables AI agents to read Excel files with full content extraction, including embedded images, cell data, formulas, and merged cells, returning multimodal content for vision-capable models.

gitlab-mcp-server

GitLab MCP 服务器（具有活动跟踪和群组项目列表功能） 此服务器基于原始 GitLab MCP 服务器，并增强了群组项目列表和活动跟踪功能。

EspoCRM MCP Server

A local, read-only MCP server for Claude Desktop that provides 16 tools to search and read EspoCRM accounts, contacts, opportunities, and related emails via a strict allowlist.

K-Mail-MCP

K-Mail-MCP is an MCP server that connects 6 mail services — Naver, Daum/Kakao, Gmail, Nate, Yahoo, and iCloud — to Claude AI. It enables AI-powered email summarization, translation, spam detection, and unified inbox management — all with AES-256-GCM encrypted credentials.

Techtenstein SEO MCP

Gives Claude, Cline, or Cursor access to on-page SEO audits for any URL using the Techtenstein SEO Audit API.

revolut-pulse-mcp.v2

Provides live stock and crypto prices to AI apps via Yahoo Finance and Binance, with Revolut availability checks, requiring no API key for local Windows use.

ShipKit

MCP server for shipping iOS apps, enabling screenshots of simulators, managing App Store Connect metadata, and submitting apps for review.

RegenNexus MCP Server

Enables AI clients like Claude to control physical hardware devices including GPIO pins, robotic arms, grippers, and sensors through the RegenNexus Universal Adapter Protocol.

kuna_mcp

MCP server for targeted binary analysis with Kuna, enabling listing and decompiling specific functions via natural language.

Simple Remote MCP Server

A template and demonstration project for building, testing, and deploying remote MCP servers using FastMCP and uv. It provides a foundational structure for creating MCP-compliant tools that can be hosted publicly and integrated with LLM agents.

Tinify

Compress, resize, crop and convert images via tinify.dev

Guardia MCP Server

A production Model Context Protocol (MCP) server with 70+ tools, OAuth 2.1 authentication, and frame-based tool filtering.

MeiGen AI Image Generation MCP

Turn Claude Code / OpenClaw into your local Lovart. Local ComfyUI, 1,400+ prompt library, multi-direction parallel generation.

Model Context Protocol (MCP) Testing Servers

这是一个基于网络的应用程序，用于测试 MCP 服务器。它的设计目的是演示一个能够在典型网络托管环境中运行的 MCP 客户端。

Lecka Nutrition Race Planner

Race nutrition planning for endurance athletes. Calculates carb, sodium and fluid targets for marathons, ultras, cycling and triathlons. Returns personalised Lecka product recommendations by race type, conditions and athlete weight.

up-law-mcp

A template for building legal MCP servers that enforces source citation to reduce hallucination, enabling students to create their own grounded legal AI assistants.

BioContextAI Knowledgebase MCP

An MCP server that provides standardized access to biomedical knowledge bases and resources, enabling AI systems to retrieve verified information from sources like bioRxiv, EuropePMC, and various protein/gene databases.

Volterra Knowledge Engine

A read-only Model Context Protocol server that exposes a semantic knowledge base to AI agents via 27 tools. It enables querying of documents and data integrated from sources like Notion, SharePoint, HubSpot, and Slack.

sec-graph

Enables triage of SAST findings by exposing a read-only MCP server with tools to access hash-verified source-to-sink code slices, unguarded sinks, and layered enrichment for local LLM analysis.