发现优秀的 MCP 服务器

datacube-sk

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

openaiTreasureHuntMCP

A minimal Next.js application demonstrating how to build an OpenAI Apps SDK compatible MCP server with widget rendering in ChatGPT.

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.

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.

Social Search MCP

A Model Context Protocol (MCP) server that empowers LLMs to search across specific social media platforms using the industry's best search engines.

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.

Deno MCP Template Repo

一个使用 Deno 编写和发布 MCP 服务器的模板仓库。

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.

mcp-disaster-server

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

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.

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.

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.

@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.

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.

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.

git-steer

An autonomous GitHub management engine that enables control over repositories, branches, security alerts, and Actions workflows through natural language. It utilizes a zero-local-footprint architecture by storing all configuration and audit logs within a private state repository on GitHub.

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

PhantomAPI

Compiles any software into an API by learning from user demonstrations, providing a deterministic, low-latency MCP server with zero token cost at runtime.

reactome-mcp

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

workspace-mcp

Bridges Claude AI with the local filesystem for direct file and project management, enabling incremental saves and automatic work logs to overcome token limits.

MCP Help Scout

A comprehensive MCP server that provides full access to Help Scout's Docs and Inbox APIs. It enables users to manage knowledge base articles, collections, and sites while also handling customer conversations, threads, and mailbox operations.

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.

PDF Agent MCP

Enables AI agents to efficiently process large local and online PDFs through selective extraction of text, images, and metadata. It provides tools for content search and document outline navigation to optimize context window usage.

mcp-mastodon

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

sheets-mcp

Enables Claude Desktop to read, write, and manage Google Sheets through natural language conversation using the Model Context Protocol.

MCP Document Analysis Server

A Model Context Protocol server that provides document analysis capabilities to LLM applications, including extraction, chunking, summarization, and semantic search for PDF, DOCX, and plaintext documents.

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.