发现优秀的 MCP 服务器

visualize-chat-mcp

MCP server that visualizes Claude conversations as interactive mindmaps, enabling export and optional upload to Navigate Chat.

mcp-merge-guard

Guards PR merge decisions by validating CI, approvals, conflicts, and branch freshness.

Yahoo Finance MCP Server

一个简单的 MCP 服务器，用于 Yahoo Finance，使用 yfinance 库。该服务器提供了一系列工具来获取股票数据、新闻和其他金融信息。

fcp-drawio

MCP server that enables LLMs to create and edit draw.io diagrams using high-level intent commands, with automatic layout and styling.

frame-check-mcp

Enables structural framing analysis of documents, identifying perspectives, omissions, and reader positioning, with numerical claim verification against authoritative sources.

Strata

Self-hosted AI memory server that provides persistent memory for MCP-compatible AI agents with semantic search, file vault, and per-agent API keys.

Social Media MCP

A local MCP adapter collection for social media channels, currently supporting Douyin with tools for channel startup, login assistance, messaging, and notifications.

AbuseIPDB MCP Server

Integrates with the AbuseIPDB API to check IP addresses for abuse reports and report abusive IP addresses.

Quranpedia MCP

Provides AI clients with fast, hallucination-free access to the Quran through 13 MCP tools, covering search, navigation, morphology, tafsir, translations, and surah background over stdio and Streamable HTTP.

lmstudio-websearch

Enables DuckDuckGo web and image search, YouTube video search and playback, and IPTV channel search and playback as MCP tools directly within LM Studio.

Mathematica MCP Server

Enables MCP clients to execute Mathematica code via wolframscript and verify mathematical derivations.

Spider MCP Server

Enables AI agents to crawl, scrape, search, and automate browsers with anti-bot bypass, providing fast web access via 22 tools.

browserless-mcp

MCP server for Browserless.io: scrape and automate any site, bypass captchas and enable stealth mode

Hyperion MCP Server

Enables seamless interaction with the Hyperion blockchain, including wallet management, token transactions, ERC20 token deployment, and smart contract operations through standardized MCP endpoints.

ViaCEP Brasil MCP Server

Enables AI tools to query Brazilian addresses by CEP or search CEPs by address via the ViaCEP API.

chatkazi-mcp

Bridges MCP clients with ChatKazi WhatsApp API, enabling AI models to manage WhatsApp sessions, monitor connection states, and send text/media messages.

football-api-mcp

MCP server for football-data.org API providing access to football data like standings, matches, teams, and scorers.

weather_mcp_project

Provides real-time weather forecasts through an MCP server, using Google Gemini for AI-powered interactions and a Streamlit interface.

komga-mcp

MCP server exposing Komga's REST API as tools for browsing and managing comic, manga, BD, magazine, and ebook libraries.

reuse-before-generate

Stop your AI agent from rebuilding what already exists. MCP server that checks GitHub, npm and Python repos for maintained alternatives before you scaffold.

French Open Data & IGN

Provides access to French public data through data.gouv.fr, IGN cartographic services (maps, tiles, geographic data), address geocoding, and administrative divisions with demographic information.

BuildClub.io Official MCP Server

BuildClub 官方 MCP 服务器

otie-mcp

MCP server for controlling Opentrons robots (OT-2/Flex) via HTTP API v2 and Python Protocol API, enabling protocol validation, upload and execution, status monitoring, run control, and documentation search.

Tribunal TRT12: Certidão Eletrônica de Ações Trabalhistas (CEAT)

Consulta em fonte oficial da Certidão Eletrônica de Ações Trabalhistas do TRT12.

GAM Seller MCP Node

A governed, read-only MCP server for ad inventory discovery from Google Ad Manager, exposing three tools (well_known_capabilities, discover_products, get_forecast) to buyer-side agents without modifying or accessing the ad server.

HuggingFace-Hub-Tagging-Bot

Automated MCP server that listens for Hugging Face discussion comments, extracts ML tags, and creates pull requests to update model metadata.

juba-mcp

An MCP server for searching the Jurisprudencia de Buenos Aires (JUBA) database for legal summaries and full-text judicial rulings. It enables AI assistants to perform advanced searches across various legal matters from the Supreme Court of the Province of Buenos Aires.

Backtrader MCP

Local-first MCP server for building and running reproducible Backtrader strategies offline, with tools to inspect datasets, manage drafts, and execute backtests via controlled subprocess runs. It supports multiple hosts including Claude, Codex, OpenCode, and OpenClaw through stdio.

macos-sys-assist

A secure, constraint-based macOS OS-level automation MCP server for AI assistants.