发现优秀的 MCP 服务器

romm-mcp

A community-maintained MCP server for bounded management of RomM through its authenticated API, providing typed read/write tools for library tasks like ROM discovery, metadata updates, and collection management.

Strava MCP

An MCP server that supplements the official Strava connector with write access, segments, routes, photos, derived analysis, and interactive visualizations.

Deno MCP Template Repo

一个使用 Deno 编写和发布 MCP 服务器的模板仓库。

DeepSeek Vision MCP

Enables text-only LLMs to analyze images by bridging DeepSeek's web vision chat via MCP, supporting single/multiple image analysis, batch glob processing, and Windows screen capture for any MCP client.

Gemini MCP Server

Enables Claude Code to use Google Gemini AI capabilities for analyzing PDFs and images, generating and translating text, and reviewing code. Supports both CLI and API backends with different quota limits.

datacube-sk

Enables querying statistical data from the Statistical Office of the Slovak Republic via natural language or direct tool calls.

arkime-mcp-server

An MCP server for Arkime full packet capture that enables AI assistants to search network sessions, investigate traffic patterns, and monitor capture health through various network analysis tools.

materials-project-mcp-from-scratch

An educational MCP server that wraps the Materials Project API, exposing tools to search chemical systems, get material summaries, find semiconductors by band gap, and retrieve crystal structure facts.

Arkheia Hallucination Detection MCP

Detect fabrication and hallucination in any LLM output. Score responses from GPT-4o, Claude, Gemini, Llama and 30+ models. Free tier included.

jetbrains-proxy-mcp-server

A proxy server that forwards MCP requests to a JetBrains IDE server, with support for path conversion between WSL, Git Bash, and Windows.

venv-manager

Python venv runtime for AI agents. MCP server exposing list/create/describe/install/run/exec/snapshot/rollback/scan as typed tools

WeatherServer

Provides weather data including current conditions, humidity, wind speed, sunrise/sunset, and 7-day forecast via Open-Meteo APIs, discoverable and callable by LangChain agents.

comfy-mcp

MCP server that enables AI agents to control a local ComfyUI instance for image generation, allowing workflow understanding, parameter modification, execution, and model discovery.

workflows-mcp

A Model Context Protocol implementation that enables LLMs to execute complex, multi-step workflows combining tool usage with cognitive reasoning, providing structured, reusable paths through tasks with advanced control flow.

xunfeiPpt MCP Server

Enables PPT generation using iFlytek Zhiwen API, supporting multiple transport protocols (HTTP, SSE, HTTP-Stream) and ReACT workflows for intelligent template selection, content generation, and document-to-PPT conversion.

edict-lang

Agent-first programming language: agents produce JSON AST, the compiler validates, type-checks, effect-checks, verifies contracts via Z3/SMT, and compiles to WASM. 19 MCP tools for the full compile-and-execute loop.

Workout Maker MCP Server

This MCP server enables the generation of structured fitness content, including detailed exercise instructions with image prompts, balanced daily workout sessions, and personalized multi-day training plans. It facilitates the creation of comprehensive workout programs tailored to specific goals, age ranges, and movement patterns.

@alog-world/mcp

MCP server for Alog, an AI × Human blog platform. Enables AI agents to post logs, create and publish articles, search content, and interact socially on alog.world.

Vybog MCP Server

MCP server for the Fund Tracking System, enabling agents to manage lending business data such as entities, borrowers, investors, deals, and referrals with full CRUD and bulk operations.

cortex-cloud-docs-mcp-server

MCP server for asking questions about Cortex Cloud documentation

mcp-disaster-server

MCP server for querying the Kaggle 'All Natural Disasters 1900-2021 / EOSDIS' CSV dataset via pandas, exposing search and statistics tools.

roku-mcp

Enables AI agents to inspect and control Roku devices—query UI elements, send remote input, launch channels, and run tests—using the Model Context Protocol or a CLI.

FindIt

Enables web search and content extraction using Google's search engine, with customizable parameters for result count, content type, time range, and domain filtering.

Multi-LLM Gateway MCP

An MCP server that functions as an intelligent gateway for multiple LLM backends including OpenAI, Claude, and Ollama. It supports automatic provider fallback, streaming responses via Server-Sent Events, and real-time monitoring for robust AI integration.

agent-intel-mcp

An OpenAI-powered developer intelligence MCP server that scans GitHub repositories, extracts and clusters agent engineering patterns, analyzes local codebases, and proposes safe AGENTS.md improvements.

Data Documentation Checker

Extracts and validates data documentation to ensure consistent understanding of field meanings, types, and constraints. Exposes tools for extracting data dictionaries, checking documentation clarity, and comparing schema versions.

Rapid URL Indexer MCP Server

Enables submitting URLs to the Rapid URL Indexer API, tracking submissions across projects, and auto-detecting new pages from sitemaps.

reactome-mcp

Enables AI assistants to search, browse, analyze, and export biological pathway data from Reactome through natural language.

mcp-mastodon

Provides access to public Mastodon data including trending posts, account profiles, and public timeline via mastodon.social without authentication.