发现优秀的 MCP 服务器

Workspace Qdrant MCP

Project-scoped semantic workspace memory for AI coding assistants. Watches your project files and auto-indexes code and docs into Qdrant using tree-sitter semantic chunking and hybrid search (dense + sparse + RRF)

knowledge-mcp-server

A high-performance MCP server that aggregates Wikipedia, arXiv, Context7, and DevDocs into a unified interface for AI agents.

LLM Jukebox MCP Server

Enables LLMs to search, download, and extract information from YouTube music videos, converting them to high-quality MP3 files.

Google Search MCP Server

Enables MCP clients to perform live Google searches and retrieve structured SERP data including organic results, AI Overviews, People Also Ask, AI Mode answers, news, shopping, and short-video results via eight read-only tools.

Weather & Prayer Times MCP Server

Enables users to get weather information and Islamic prayer (Namaz) times, along with motivational prompts and random quotes. Integrates with OpenWeatherMap and Aladhan APIs to provide location-based weather data and prayer schedules.

bim-change-engine

Provides a change-intelligence layer for BIM models, enabling diff analysis of Speckle versions with persona-specific lenses (coordination, cost, field) and a groundedness contract that separates verified facts from inferred impacts.

@aws/ftr-eval-mcp

Automates the AWS Foundational Technical Review (FTR) partner self-assessment by evaluating SOC 2 and WAFR reports against defined controls, returning structured PASS/FAIL decisions with reasoning.

searxng-mcp-scraper

MCP server that exposes SearXNG search and HTTP fetch tools for AI agents, enabling web search and clean page text extraction via natural language.

PPT Generator MCP

MCP server that converts HTML templates into deliverable pages (PPT/proposals/solutions) with 7 atomic tools for template selection, content filling, icon rendering, image generation, page assembly, and quality validation.

AMapMCP

A FastAPI and fastmcp based Amap Navigation MCP tool that provides interactive map navigation with real-time route planning and WebSocket communication.

SoupNet-oss

SoupNet gives your AI agents one shared memory of how you think — across Claude, Cursor, and ChatGPT. Each checks your past decisions as searchable “recipes” and acts on your real judgment. Share it, and your team’s agents inherit that judgment too.

@numeratica/mcp

A thin MCP bridge that connects any MCP client to the Numeratica financial-planning API — retirement Monte Carlo, taxes, RMDs, Social Security, Roth conversions, and more.

Jules MCP Server

Enables orchestration of multiple Jules AI workers for tasks like code generation, bug fixing, and review using the Google Jules API. It features git integration, a shared memory system, and real-time activity monitoring for complex, multi-agent development workflows.

Jira MCP Server

Enables Jira integration for comprehensive issue management, board operations, time tracking, and project management through natural language.

pact-mcp

MCP servers that give AI agents safe, auditable access to Pact 5 development on Kadena Chainweb, including REPL testing, gas estimation, and Chainweb node interactions.

PrivacyFlow MCP Server

Enables encrypted messaging via Signal, SimpleX, and Session through a unified API, supporting message sending, polling, and key management.

LMS MCP Server

Automates interactions with the PAF-IAST University LMS to provide AI assistants with access to academic data like attendance, marks, and schedules. It features smart authentication with CAPTCHA solving and secure session management for seamless integration with tools like Claude and Cursor.

Ken

Enables Claude to interact with local document vaults as searchable knowledge graphs, providing MCP tools for ingestion, search, and memory consolidation without cloud dependencies.

gnuradio-mcp-server

Enables natural language control of a live GNU Radio SDR flowgraph, allowing users to tune frequencies, adjust gain, capture IQ samples, analyze spectra, and detect signals through an MCP-compatible client.

crewio-mcp

Hosted HTTP MCP server that exposes Crewio CRM as tools for AI assistants, enabling CRUD operations on deals, contacts, companies, comments, and full-text search.

sysplant

Generates syscall code (C, C++, Rust, NIM) using various hooking methods, and includes an MCP server for AI assistants to produce syscall stubs.

dnomia-knowledge

Local knowledge engine for codebases with hybrid search, knowledge graph, and interaction tracking, enabling Claude Code to search and interact with project knowledge locally.

Model Context Protocol Server

一个 Kubernetes 部署的 Model Context Protocol 服务器，它支持与可配置环境变量的安全通信、健康监控，以及在 Azure Kubernetes Service 上的可扩展部署。

view-image-mcp

Enables Claude Code to display images inline within supported terminals like Ghostty and Kitty using the Kitty graphics protocol on macOS. It allows users to view various image formats including PNG, JPEG, GIF, and WebP directly in the terminal interface.

n8n-mcp-mini

Enables searching and validating n8n node schemas, and managing live n8n instances via its REST API, including workflows, executions, credentials, and webhook triggers.

Hyperagent MCP

Provides an MCP server and local provider to access Hyperagent models Fable 5 and GPT-5.6 Sol via a browser session cookie.

Airtable MCP

将人工智能工具直接连接到 Airtable，允许用户使用自然语言查询、创建、更新和删除记录。

mcp-video

An MCP server that enables LLMs to analyze video content by extracting frames as base64 images and retrieving video metadata using ffmpeg.

md-converter-mcp

Converts files (PDF, DOCX, PPTX, XLSX, images via OCR) and URLs to Markdown, enabling AI clients to read them via a single MCP tool.

notion-agent-hub

An MCP server that connects AI assistants to Notion, enabling automated research, GitHub tracking, and content pipelines with human-in-the-loop approval via a Notion task queue.