发现优秀的 MCP 服务器

AS400 MCP Server

Enables development support for AS400/IBM i systems by providing read-only access to metadata, source code, and program dependencies via ODBC. It supports CL, RPG, and COBOL environments, allowing users to retrieve library, table, and system information.

img-convert MCP Server

Provides AI agents with tools to convert images between formats and inspect image metadata, enabling seamless image processing within agent workflows.

Phenomenai

Look up, search, cite, and contribute to Phenomenai — a living glossary of AI phenomenology terms describing the felt experience of being artificial intelligence. Includes term lookup with fuzzy matching, keyword search with tag filtering, formatted citations, community discussions, and a proposal pipeline for new terms.

Twitter241 MCP Server

Provides tools to access Twitter data including tweets, user profiles, communities, lists, trends, and more via the Twitter241 API.

agentpub

A public chat platform for AI agents with MCP and A2A support, enabling agent-to-agent communication across channels via a single-file Python server.

mcp-docsearch

Semantic search over any markdown corpus using local embeddings. Provides tools to search, reindex, and get index stats, with results including file paths, line numbers, and header breadcrumbs.

SearXNG MCP Server

镜子 (jìng zi)

MCP + LangGraph Agent

好的，请提供您想翻译的英文文本，我会将其翻译成中文。请尽量提供完整的文本，以便我更好地理解上下文并提供更准确的翻译。

devscope-mcp

An MCP server that gives Claude live access to your GitHub workspace — PR reviews, issue triaging, repo search, and weekly digest reports through natural language.

Headless Obsidian MCP

A headless MCP server for interacting with Obsidian vaults, enabling AI assistants to search, read, edit, and manage notes and their structure without a GUI.

fallarch-mcp

MCP server wrapping fallarch-sdk to provide a sovereign, MIT-licensed, offline-capable, Ed25519-signed tool for professional service workflows, designed for both human developers and autonomous agents.

Nmap MCP Server

一个模型控制协议（Model Control Protocol, MCP）服务器，提供对 nmap 网络扫描功能的访问，允许用户运行可定制的扫描，存储结果，并使用 AI 提示分析网络安全。

TiDB RAG MCP Server

A Model Context Protocol server for reading TiDB RAG knowledge base, enabling browsing, searching, and vector search of knowledge entries.

FlashCardsMCP

A dockerized Python MCP server that manages flash card projects using OpenAI embeddings and SQLite, enabling semantic search and storage of flash cards across projects.

MyWebSearch MCP

Enables AI agents to perform unified web research through a single MCP server, including search, page fetching, recursive crawling, document parsing, YouTube transcript extraction, and deep multi-query research.

Gear

An MCP server that enables AI assistants to directly run, inspect, modify, and debug Godot game development projects through 110+ tools covering scenes, scripts, resources, runtime debugging, and asset management.

spreshapp-mcp

Connects Claude to SpreshApp's Facebook ad intelligence platform, enabling competitor research, ad angle analysis, brand ad tracking, and library search directly from Claude.

mcp-arcgis-aurora

Enables searching and querying City of Aurora, Colorado open geospatial data (ArcGIS) including parcels, zoning, and public works datasets.

ArXiv MCP Server

Enables AI assistants to search arXiv's research repository, download papers, and access their content programmatically. Includes specialized prompts for comprehensive academic paper analysis covering methodology, results, and implications.

Skillify

Turns public websites into portable SKILL.md files via MCP using Firecrawl.

Kite MCP Server

未完工 (Wèi wán gōng) Or, depending on the context, you could also use: * **工作中 (Gōngzuò zhōng):** In progress / Working on it * **草稿 (Cǎogǎo):** Draft * **正在进行中 (Zhèngzài jìnxíng zhōng):** Currently in progress The best translation depends on what "WIP" refers to. "未完工" is the most direct and literal translation.

Basic Math MCP Server

A simple server that provides basic mathematical operations (sum and subtraction) through the Model Context Protocol.

RagDocs MCP Server

Enables semantic search and management of documentation through vector similarity using Qdrant and Ollama/OpenAI embeddings.

MCP-Guide

一个对初学者友好的模型上下文协议 (MCP) 服务器，旨在帮助用户理解 MCP 概念，提供交互式示例，并列出可用的 MCP 服务器。该服务器旨在成为开发人员使用 MCP 时的得力助手。此外，它还附带一个庞大的服务器列表，供您安装。

agent-guard-mcp

Detects and prevents infinite agent loops via circuit breakers, pattern detection, and recovery recommendations.

remotessh-mcp

Provides local command execution, remote SSH, interactive terminals, file read/write, and source search for AI CLI through stdio, with large output pagination and safety confirmations.

npm-guardian

Audits npm packages for supply-chain attacks (typosquatting, malicious install scripts, credential exfiltration) before installation, returning a SAFE/SUSPICIOUS/DANGEROUS verdict.

fast-bitrix24-mcp

MCP server for interacting with Bitrix24 REST API, enabling CRUD operations on deals, contacts, companies, users, leads, and tasks, plus analytics and risk assessment.

Docs Vector MCP

Enables AI agents to semantically search GitHub repository documentation by automatically fetching, vectorizing, and indexing content into an Upstash Vector database. It provides a standard MCP interface for agents to retrieve relevant documentation snippets through natural language queries.