发现优秀的 MCP 服务器

NeverOnce

Persistent, correctable AI memory with zero dependencies. Corrections always surface first and never decay. SQLite-backed, 400 lines of pure Python, MCP server included.

XMCP

A comprehensive MCP server for X/Twitter featuring over 70 tools for research, engagement, and publishing with granular permission-based access control. It includes specialized Playwright-powered tools for fetching X articles and supports extensive account management and thread operations.

Partglyph MCP Gateway

Deterministic industrial parts replacement engine with official catalogs and expert accuracy checks

DICOM API MCP Server

Exposes DICOM operations as tools for AI agents to interact with medical imaging systems and PACS. It enables searching for studies and series, querying instance metadata, and retrieving pixel data from DICOM entities.

Nutrition Research Assistant

Enables natural-language nutrition research for Indian foods, combining a curated knowledge base with hybrid RAG and specialized agents. Provides MCP tools for knowledge search, safe calculations, document retrieval, and optional live web search.

AutoWiki Agent

An MCP server that compiles any text into a verifiable, graph-based knowledge base using deterministic chunking and parallel extraction of epistemology primitives.

MCP OpenNutrition

Provides access to a comprehensive food database with 300,000+ items, enabling nutritional data lookups, food searches, and barcode scanning with all processing happening locally for privacy and speed.

yt-playlist-mcp

Enables searching YouTube and managing playlists on your own account via OAuth 2.0 authentication.

MCP Create Server

测试中的 MCP 服务器 (Cèshì zhōng de MCP fúwùqì)

Simple Time MCP

简单的 MCP 服务器，用于处理时间相关的功能。

Gemini Imagen 3.0 MCP Server

Generates high-quality images using Google's Imagen 3.0 model via the Gemini API with support for up to four images per request. It provides automated file management and creates HTML previews for seamless image viewing within MCP-compatible hosts.

Scrapezy MCP Server

A Model Context Protocol server that enables AI models to extract structured data from websites through the extract\_structured\_data tool.

Kanka MCP Server

Enables local interaction with the Kanka worldbuilding API via MCP, supporting CRUD operations on characters, locations, and other worldbuilding entities, as well as campaign listing and search.

idux-ui-mcp

Provides smart access to iDux UI component library, enabling AI assistants to retrieve component information, documentation, and usage examples via MCP tools.

swarm-rd-orchestrator-cli

An MCP server that exposes an append-only, SQLite-backed event log for parallel research agents, providing append_delta, pull_deltas, and list_tasks tools over stdio.

madar

Give your coding agent the repo context it needs before it starts searching. Madar builds a local graph of your TypeScript or Node.js repository and turns the current question into a small, task-aware context pack. Claude Code, Codex, Cursor, Copilot, Gemini, Aider, and OpenCode can start from relevant files, symbols, snippets, and relationships instead of rediscovering the repository from scratch

terminal-guardian-mcp

Provides secure, sandboxed terminal access for AI assistants via the Model Context Protocol, with multi-layer risk analysis and auditable command execution.

inbody-api-mcp

Enables retrieval of InBody body composition data including profile, scan history, and full metrics via MCP tools.

MeshCue Forge

An open-source MCP server that turns natural language hardware descriptions into complete, buildable projects including circuits, firmware, 3D-printable enclosures, PCB files, and documentation.

Google Search Console MCP Server

Connects Google Search Console to AI assistants, enabling SEO data analysis through natural language conversations.

Langbase MCP

LangBase MCP 服务器

Mentoring Inquiry Builder

Enables AI assistants to guide users through hiring an engineering-leadership mentor, from getting options and matching focus to designing a program and booking an intro call. It computes prices server-side and sends a formal itemized offer after explicit price agreement.

Sales-Engineering/RFP-Response MCP

Provides structured templates for security questionnaires, RFP responses, and competitive battlecards to help AI agents and sales engineers draft responses efficiently.

Productboard MCP — Curve & Flex

Enables reading and writing Productboard data via MCP tools, with Google OAuth login, per-user allowlist, and workspace binding for secure, audited access.

advocatehub-mcp

MCP server for Influitive AdvocateHub that provides 15 tools across members, groups, challenges, events, rewards, and approvals, enabling read and write operations with confirm gates and audit logging.

Sloot MCP Server

A TypeScript MCP server implementation using Express.js that provides basic tools like echo, time retrieval, and calculator functionality. Features session management, RESTful API endpoints, and Server-Sent Events for streamable communication.

Google Calendar MCP Server

Provides a standardized interface for LLMs to read, create, and manage Google Calendar events. It supports full event lifecycle management and includes advanced capabilities for processing events from screenshots and images.

solana-mcp-server

MCP server giving AI agents access to Solana blockchain data. 7 tools: wallet balances, transaction history, token prices (Jupiter + CoinGecko), token metadata, DeFi yields (Raydium + Orca), and token safety checks (RugCheck scores, holder concentration, insider detection).

ollama-vision-mcp

A minimal local vision bridge for text-only VS Code Copilot, enabling it to see images by sending them to a local Ollama vision model and returning text descriptions. It provides MCP tools for image description, listing, OCR, and status checks.

NetPilot-MCP

Enables large language models to manage network devices (Cisco, Huawei, H3C, Ruijie) via Telnet/SSH, supporting command execution, configuration, and diagnostics.