发现优秀的 MCP 服务器

Helium MCP Server

Real-time news with bias scoring, live market data, and AI-powered options pricing. 9 tools across news intelligence, media bias analysis, stock/crypto data, and meme search.

Smart Docs MCP Server

Enables intelligent analysis of codebases to generate comprehensive documentation, calculate documentation coverage, and identify missing documentation with severity levels. Supports TypeScript, JavaScript, and Python with AI-powered suggestions for documentation improvements.

devenv-doctor-mcp

Enables LLM clients to inspect local dev environments—Docker container health, pnpm workspace integrity, and stuck process detection—without manual terminal copy-pasting.

LaTeX MCP Server

A server that enables compilation of LaTeX documents to PDF and management of reusable templates and snippets through the Model Context Protocol.

MCP Server & Client Test Environment

A testing environment for MCP server setup and client-server interactions, allowing users to verify basic MCP server functionality and test client-server communications including shell command execution.

YNAB MCP Starter

A production-ready TypeScript starter for building read-only YNAB MCP servers. It provides secure, validated access to YNAB financial data including budgets, accounts, categories, and transactions through structured tools.

DICOM MCP Server

支持人工智能助手查询和分析来自 DICOM 服务器的医学影像元数据，包括患者信息、研究、序列和实例，以及从封装的 PDF 文档中提取文本。

franchise-mcp-server

Enables LLMs to read and edit Madden NFL franchise saves and EA SPORTS College Football dynasty saves (CFB 27+) through 14 well-guarded tools.

Wireshark MCP

An MCP server that enables LLMs to analyze pcap files by providing tools for packet dissection, stream following, and data extraction via tshark. It supports protocol hierarchy analysis, credential scanning, and threat intelligence checks on captured network traffic.

Agent Data Residency MCP

GDPR Chapter V runtime guard for cross-region agent transfers. Supports adequacy decisions, SCCs, BCRs, and IDTA.

Agmarknet MCP Server

Provides LLMs with real-time access to Indian agricultural commodity prices across 3,000+ markets via the government's Agmarknet database.

DaVinci MCP Server

Enables AI assistants to manage and troubleshoot PingOne DaVinci identity orchestration flows, applications, connectors, variables, and forms through standardized MCP tools.

SpeakToMe MCP

A local MCP server for Linux that records microphone audio and returns transcripts using local faster-whisper transcription.

garmin-mcp-local

A local MCP server that caches Garmin Connect data in SQLite for fast, read-only queries, with tools for bulk import, rate-limited sync, and failure alerts.

OpenAra

An open-source local MCP server for macOS that provides desktop control tools (click, type, scroll, etc.) callable from any MCP-aware client.

Klarova

A governed context layer for internal data exposed over MCP, enabling agents to query governed definitions, retrieve grounded data, and execute scoped actions with citations and auditing.

Spotify MCP Server

Provides 51 granular tools for Spotify control and data retrieval, optimized for building dynamic HUDs and music interfaces with direct access to individual playback states, track info, device controls, and library management.

kk-bedrock-agent-hub-mcp

Enables AI assistants to query and retrieve information from Amazon Bedrock Knowledge Base using the Retrieve API, returning search results with content, location, and relevance scores.

Omotenashi QR MCP Server

Enables text-to-speech generation through the Omotenashi QR API, supporting multiple languages (Japanese, English, Chinese, Korean) with customizable voice speakers and speed settings.

ailab_rip_mcp_app

A demo MCP server that exposes stock-quote tools to LLMs via FastMCP over streamable HTTP. It can be deployed to AWS ECS and integrated with ChatGPT as a custom connector.

mcp-uni

A universal MCP server that acts as a unified gateway for dynamically connecting and managing multiple MCP servers via a single HTTP endpoint.

comfy-draftsman

The MCP server that drafts ComfyUI workflows a human can actually read. It lets coding agents build, repair, port, validate, and run ComfyUI workflows against your own ComfyUI instance, delivering clean, organized, fully-labeled workflows.

mcp-security-toolkit

Provides security audit primitives for MCP servers, agent tool schemas, and system prompts, along with pentest utilities like JWT inspection and HTTP diffing.

symbolics-mcp

An MCP server that enables LLMs to evaluate Lisp expressions on a Symbolics Genera machine over TCP. It bridges JSON-RPC requests to the Genera environment to return evaluation results, stdout, and stderr.

Bazi MCP

Provides accurate Chinese Bazi (八字) fortune-telling calculations including birth chart analysis, destiny forecasting, and Chinese calendar information. Addresses inaccuracies in existing AI fortune-telling tools by delivering precise Bazi data for personality analysis and metaphysical insights.

kwin-mcp

An MCP server that controls native Wayland windows on KDE Plasma from an AI agent, enabling window listing, screenshots, clicks, typing, and more.

Task Manager MCP Server

A small Model Context Protocol (MCP) server that lets an AI assistant manage a to-do list on your behalf.

threejs-editor-mcp

Enables creating, editing, running, and inspecting small Three.js games inside a DeepSeek Harness chat card via an MCP server and bundled app.

MCPCurrentTime

A Model Context Protocol server that provides the current time in any timezone with customizable formatting, allowing AI assistants to access accurate time information.

lending-MCP

An MCP server that allows starting an iwoca business finance application from within a ChatGPT conversation, supporting drafting, submitting, and checking status of applications.