发现优秀的 MCP 服务器

MCP Jira & Confluence Server

A Model Context Protocol server that integrates with Atlassian's Jira and Confluence, enabling AI assistants to interact with these tools directly through features like issue management, page creation, and content search.

SOLVRO MCP - Knowledge Graph RAG System

Enables querying a Neo4j knowledge graph about Wroclaw University of Science and Technology using natural language. Converts user questions into Cypher queries and retrieves contextual information through an intelligent RAG pipeline with LLM-powered query routing.

mcp-celestrak

Provides satellite orbital elements (TLE / GP data) for any tracked object via MCP.

composer-trade-mcp

Enables MCP-enabled LLMs to create, backtest, and trade automated investing strategies (symphonies) on Composer, with tools for monitoring performance and adjusting portfolio exposure.

Homelab MCP Server

Manage Docker infrastructure across multiple homelab hosts including Unraid, Proxmox, and bare metal servers. Enables container lifecycle management, log retrieval, resource monitoring, and Docker operations across your entire homelab from a single interface.

yuanhe-renovation-mcp

Enables AI agents to perform renovation tasks such as calculating tile quantities and listing common tile sizes.

GlitchTip MCP Server

Integrates GlitchTip error monitoring with AI assistants to fetch, analyze, and debug production errors. It enables users to list issues, retrieve event details, and perform guided triage of application errors through natural language.

TestRail MCP Server

Connect your AI coding assistant to TestRail to manage test cases, runs, results, and more directly from VS Code, Cursor, Claude Desktop, or Claude Code.

MFP Logger

Enables logging food into MyFitnessPal diary via natural language, supporting search, log, quick add, and diary retrieval.

Neo4j GraphRAG MCP Server

An MCP server that enables LLMs to perform semantic and fulltext searches within Neo4j while executing complex, search-augmented Cypher queries for GraphRAG applications. It provides tools for database schema discovery and supports multi-provider embeddings to facilitate advanced graph traversals.

Databar MCP Server

Enables AI assistants to interact with Databar.ai's data enrichment API, allowing discovery, configuration, and execution of data enrichments across hundreds of providers using natural language.

data_sync_mcp

An MCP server optimized for user profile and audience data synchronization tasks, providing tools for confirmation, verification, and rollback in data sync workflows.

Rechtsinformationen Bund DE MCP Server

Provides access to the official German Federal Legal Information Portal (rechtsinformationen.bund.de) enabling AI agents to search German federal laws, court decisions, and legal documentation with authoritative citations from official sources.

France Data MCP

France Data MCP lets AI agents query, cross-reference and automatically enrich multiple French public registries through a unified MCP interface. France Data MCP provides a French territorial intelligence layer designed for multi-source reasoning and agentic orchestration.

bitrix24-mcp-server

Exposes Bitrix24 REST API to AI assistants, enabling management of tasks, CRM entities, call recordings (with local transcription), users, workgroups, and Knowledge Base articles.

ca-grants

Enables searching and retrieving California state grant opportunities, including filters by status, category, and agency, without requiring an API key.

Gigalixir & Turso & GitHub MCP Server

A multi-service MCP server for Cloudflare Workers that enables managing Gigalixir apps, querying Turso databases, and handling GitHub repositories through natural language.

MCP Servers in Python

Exposes a small catalog of programming study topics through the Model Context Protocol (MCP) for local learning.

DigitalOcean MCP Server

A Model Context Protocol (MCP) server that provides programmatic access to DigitalOcean's API. This server exposes tools for managing droplets, Kubernetes clusters, and container registries through the MCP interface.

Lyceum

An MCP server that enables querying and managing Calibre libraries via chat by interacting with the Calibre content server over HTTP. It allows users to search for books, update metadata, manage authors and tags, and handle book file uploads or conversions.

TinyAssets

Enables chatbots to interact with a global goals engine, allowing them to declare goals, manage branches, and evaluate outcomes through MCP tools.

mcp-rss-feed-searcher

An MCP server that enables searching across multiple RSS feed sources simultaneously, with support for extensible feed sources and both STDIO and HTTP modes.

MCP Source Relation Server

好的，请提供您想要翻译成中文的文本。以下是您提供的英文文本的翻译： **分析指定目录中跨多种编程语言的源代码依赖关系，以识别文件关系，从而帮助进行依赖关系管理和项目结构理解。** Here's a slightly more polished version, focusing on clarity and natural flow: **分析指定目录下的多种编程语言源代码依赖关系，识别文件间的关联，从而辅助依赖管理和项目结构理解。** Both translations are accurate, but the second one might sound a bit more natural to a native Chinese speaker. Let me know if you'd like any further refinements!

unicefstats-mcp

MCP server for UNICEF child development statistics. Query 790+ child-focused indicators across 200+ countries with disaggregations by sex, age, wealth quintile, and residence. No API key required.

@uselink/mcp

MCP server to publish HTML/Markdown docs, upload assets, and reply to stakeholder comments on uselink.app directly from AI tools like Claude and Cursor.

DCI MCP Server

MCP server for DCI API enabling AI models to extract and analyze DCI jobs, components, and topics, with integrations for Google Drive, Jira, GitHub, and Red Hat support cases.

Google Sheets Analytics MCP

This MCP server enables AI assistants to automatically sync Google Sheets data to a local database and perform natural language queries and analysis on spreadsheet data.

RunningHub Image Gen MCP Plugin

Enables text-to-image generation via RunningHub's seedream-v5-lite model, with support for submitting tasks and polling for results.

MCP Policy Gatekeeper

Provides real-time policy enforcement for AI coding agents by intercepting and validating their actions against organizational standards like naming conventions, security policies, and compliance rules before execution. Prevents violations through immediate feedback and auto-correction suggestions.

fetchaller

Enables fetching any website without permission prompts, including automatic bot challenge bypass, with built-in web search, Reddit, marketplace, realtor, AliExpress, and Alibaba tools.