发现优秀的 MCP 服务器

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.

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.

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.

TiDB RAG MCP Server

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

SearXNG MCP Server

镜子 (jìng zi)

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.

Twitter241 MCP Server

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

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.

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.

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.

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。

npm-guardian

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

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。

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.

vnpay-mcp

MCP server for VNPay payment gateway (Vietnam). Supports payment URL generation, transaction queries, refunds, tokenized payments, and IPN verification with HMAC-SHA512 signing.

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.

Project Guardian MCP

A focused project memory system that provides knowledge graph capabilities and SQLite database operations for intelligent entity tracking and workflow management. It enables AI models to maintain persistent project context through 17 specialized tools, 10 resources, and 27 pre-built prompts.

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.

telegram-mcp

Provides full access to a personal Telegram account via MTProto, enabling MCP clients to read chats, send messages, manage media, and more.

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.

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.

cronalert-mcp

MCP server for CronAlert uptime monitoring — manage monitors, check results, and incidents from any MCP-compatible AI client.

Trade MCP Server

Provides real-time investment news, technical analysis via TA-Lib, and Binance trading capabilities including order management and market data retrieval. It enables AI assistants to perform financial market research and execute trades through the Model Context Protocol.

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.

HWPX MCP Server

Enables AI models to read, create, and edit Korean HWPX documents with advanced support for tables, paragraphs, styles, and images. It features enhanced stability through atomic file writing and smart layout recalculation to prevent document corruption.

fetchmcp

Fetches web pages and converts them to clean, LLM-ready Markdown, with optional JavaScript rendering and honest statuses when pages are blocked or need JS.