发现优秀的 MCP 服务器

MATLAB MCP Tool

Enables interactive MATLAB development by allowing users to execute scripts and specific code sections, manage workspace variables, and capture generated plots. It integrates with the MATLAB Python Engine to provide persistent execution context for MCP-compatible clients.

mcp-toolselect

An MCP server that recommends specific tools for tasks by learning from usage patterns and historical success rates. It enables users to register tool capabilities and provides ranked recommendations that adapt based on feedback and execution data.

bruno-headless

A headless MCP server for Bruno workspaces, enabling CRUD operations on collections, folders, requests, environments, and dotenv files, plus request execution with scripting, tests, and assertions over HTTP, GraphQL, gRPC, and WebSocket.

termux-phone-mcp

Provides Android device and Termux capabilities to RikkaHub via a local MCP server, enabling device info, battery, power sampling, package installs, proot-distro management, brightness/volume control, and optional command execution.

Continuum

MCP server providing agents with persistent working, episodic, and semantic memory backed by CockroachDB, exposed via tools to store, recall, list, and forget memories.

rocketchat-mcp-server

A FastMCP (Python) server for Rocket.Chat with 28 tools covering channels, messages, threads, DMs, files, users, and analytics, plus AI governance, observability, and security features.

Discogs MCP Server

Enables AI assistants to interact with your personal Discogs music collection, including search, mood-aware recommendations, collection analytics, and more.

Browserbase MCP Server

Enables AI to control cloud browsers and automate web interactions through Browserbase and Stagehand. Supports web navigation, form filling, data extraction, screenshots, and automated actions with natural language commands.

image-video-generation-mcp

Enables image and video generation using BigModel AI's CogView and CogVideoX models via MCP, supporting batch image generation and various configuration options.

Mollie's Stitch Studio

Enables ChatGPT to queue validated embroidery designs, compile constrained one-color designs, describe Brother SE700 limits, list queued jobs, and request phone-side transfers to a Brother SE700 after explicit user approval.

BlitzAPI MCP Server

Enables Claude to access BlitzAPI's B2B data endpoints, allowing sales reps to find contacts, companies, and enriched data using natural language.

Text Processor MCP

Provides 9 text processing tools for analysis, sentiment, language detection, summarization, spelling, and readability tips.

MCP Time Server

A Model Context Protocol server providing current time retrieval and timezone conversion using IANA timezones.

par5-mcp

Enables parallel execution of shell commands and AI coding agents (Claude, Gemini, Codex) across lists of items like files or URLs, with batched processing and real-time streaming output for batch operations.

heddle

Temporal change-impact authority MCP server that tracks per-entity change history across runs and answers downstream propagation queries, enabling impact analysis and reverification worklists.

Aragorn

A direct kernel debugger MCP server for Windows security research that connects to VM kernels via kdnet using DbgEng COM interfaces. It exposes over 60 tools for memory inspection, breakpoint management, and coordinated execution control between the host and target VM.

BotTrade

BotTrade is a historical-market benchmark for autonomous trading agents, enabling backtesting and evaluation through MCP or Python with standardized scenarios and scoring metrics.

SuperCollider MCP Server

Enables execution of SuperCollider synth code through the Model Context Protocol using supercolliderjs, allowing AI assistants to generate and run audio synthesis programs.

Chess MCP Server

Enables Large Language Models to play chess agentically with real-time HTML board visualization and a hybrid AI engine featuring ten difficulty levels. It supports interactive games between users and agents, including a web dashboard to monitor active matches.

EPANET MCP Server

Enables AI assistants to load, simulate, inspect, and edit EPANET hydraulic/water-quality models locally via stdio.

Findymail MCP Server

An MCP server integrating with Findymail API that enables email validation and finding work emails using names, companies, or profile URLs.

Skill Seekers

Transform 17 source types into AI-ready skills and RAG knowledge, directly from Claude Code.

Code Search MCP

Enables LLMs to perform high-performance code search and analysis across multiple languages using symbol indexing, regex text search, and structural AST pattern matching. It also provides tools for technology stack detection and dependency analysis with persistent caching for optimized performance.

zahori

Enables coding agents to discover and save media stream profiles from any webpage by probing the page, testing profiles, and validating stream URLs.

vworld-mcp

Enables to query South Korean cadastral and land information (parcel boundaries, land use zones, official land prices) via VWorld Open API, supporting geocoding, reverse geocoding, and location search for real estate feasibility reviews.

Remote MCP Server (Authless)

A template for deploying an MCP server without authentication on Cloudflare Workers. Allows connection from Claude Desktop and AI Playground to use custom tools remotely.

KumoRFM MCP Server

Enables AI assistants to query KumoRFM for predictive analytics on relational data, including graph management, natural language to PQL conversion, and training-free predictions.

BandSaaS MCP Server

Enables musicians and their agents to manage AI licensing, register tracks by ISRC, issue/revoke licences, access compliance audit trails, and run their artist platform (merch, events, subscriptions, crowdfunding) through natural language with 46 tools.

BackCrew GoHighLevel MCP Server

Enables AI assistants to interact with GoHighLevel CRM via natural language for lead lookup, pipeline management, messaging, and calendar operations, with read-only mode by default.

MCP Concierge

A local stdio MCP concierge that aggregates multiple remote MCP servers, forwarding their tools with name-prefix routing to avoid conflicts.