发现优秀的 MCP 服务器

mcp-pyright

An MCP server that exposes Pyright language server functionality for Python, providing tools for type checking, code completions, and finding definitions. It enables AI models to perform static analysis and code formatting through the Model Context Protocol.

Thaddeus

A local, JARVIS-style personal assistant that orchestrates custom MCP servers for memory, calendar, weather, Notion, Claude Code, web search, and Strava, running primarily offline with Ollama.

forecast-mcp

Enable any AI agent to forecast time-series data (e.g., sales, traffic) using Google's TimesFM or a zero-dependency statistical baseline.

Digital Twin MCP Server

MCP server for Digital Twin learner data, providing tools for AI Guide to explore metamodel and manage twin data with access control.

eDocs AAuth Codex plugin

Provides a local stdio MCP server proxy enabling Codex to interact with a remote AAuth-protected eDocs Streamable HTTP MCP server, handling authentication, consent elicitation, and token exchange.

rekal

Provides long-term memory for LLMs via local SQLite storage with hybrid search (BM25, vectors, recency decay), enabling AI coding agents to persist and recall memories across sessions without cloud or API keys.

ableton-mcp-lofifren

Connects Ableton Live to AI through MCP, enabling prompt-assisted music production with extended tools and a 33-personality style system for generating parts in various artist styles.

TR Dizin Search MCP Server

Enables searching the TR Dizin (Turkish Academic Index) database for publications, journals, and authors with advanced filtering and sorting options.

Figma MCP Server

具有完整 API 功能的 Figma MCP 服务器

physbox-mcp

Enables LLMs and MCP clients to interact programmatically with Flux, Volt, and Mesh simulation web applications via WebSocket relay.

mcp-fstools

Provides file read, edit, and write operations with exact-match editing and hash-based consistency checks, designed for models that prefer structured schemas over patch grammars.

skill-cortex-lite

Enables all IDEs to access Claude Code Skills capabilities with skill discovery, search, and management tools.

VibeServe

A production-grade MCP server that turns natural language intent into fully-architected, accessible, production-ready UI code through a 7-step agentic pipeline.

Cloudflare Playwright MCP

A server that integrates Playwright with Cloudflare Workers to enable browser automation tasks through LLM models in AI platforms like Claude and Copilot.

AI Orchestrator

Enables multi-strategy AI orchestration including council decision review, debate, brainstorming, evaluation, and spec review, with support for multiple LLM providers and advisor personas.

fdmnes-mcp

Enables running FDMNES X-ray spectroscopy simulations via natural language, supporting input file creation, job execution, output analysis, and keyword lookup through MCP-aware clients.

nvidia-vision-mcp

Enables AI models to read local images using NVIDIA vision models, supporting image description, text extraction, and custom analysis.

exyu-mcp

An MCP server that gives AI agents ex-Yugoslav cultural context, resolving cultural references with accurate quotes, attributions, and slang meanings from a citable database.

ffmpeg-llm

An MCP server that exposes FFmpeg as a structured tool set for AI agents, enabling timeline-based video editing, preview, rendering, and analysis with an optional LLM autopilot.

book-teardown-mcp

Enables deep structural analysis of ebooks by extracting core conflicts, insights, mental models, and actionable items from PDF, Markdown, or text files.

tokei-agent

MCP server for managing Tokei pre-launch and waitlist campaigns, wrapping the Tokei v1 REST API. Enables querying pages, stats, leaderboards, signups, and performing write operations like cloning pages and uploading media through natural language.

AlphaSMO Tools MCP Server

Provides access to SEC EDGAR 13F institutional holdings, Form 4 insider trading, and smart money convergence signals for AI agents via the Model Context Protocol.

mcp-kicad-sch-api

MCP server for creating, modifying, and analyzing KiCAD schematic files using natural language.

Customer Support MCP Server

Enables AI-powered customer support with real-time access to CRM, ticketing, and communication tools via MCP, supporting context-aware conversations and automated actions.

robinhood-mcp

An MCP server for the Robinhood Crypto Trading API that enables real trading with 13 synthetic order types, risk controls, and durable background jobs. It provides quotes, holdings, cost basis, and over 70 tools across 8 opt-in modules.

PubNub MCP Server

A CLI-based Model Context Protocol server that exposes PubNub SDK documentation and Functions resources to LLM-powered tools like Cursor IDE, enabling users to fetch documentation and interact with PubNub channels via natural language prompts.

DelineaMCP

MCP server for the Delinea Secret Server and Platform APIs, enabling AI agents to manage secrets, users, groups, folders, roles, and access requests through natural language commands.

mcp-memento

Provides AI coding assistants with persistent memory storage using a local SQLite database. Enables tools to remember project details, notes, and relationships across sessions to maintain context and reduce repetitive explanations.