发现优秀的 MCP 服务器

xiangguangyu-skills

An MCP Server implementing the Model Context Protocol, providing 5 professional AI skills as callable tools: MBTI relationship analyzer, fact-checker, deep business analysis, game audio design, and skill radar.

Excel Tools MCP

An MCP server for reading, writing, and analyzing Excel files using Python, pandas, and openpyxl. It enables tasks such as managing multiple worksheets, performing structural data analysis, and creating new files from JSON data.

Slovenian Competition MCP

Enables querying Slovenian competition data including AVK enforcement decisions, merger control decisions, and sector listings for AI compliance tools.

Zillow MCP Server

Enables AI agents to access live Zillow property data, Zestimates, and listings for over 160 million U.S. homes.

Eclincher

Publish, schedule, moderate your social inbox, and pull analytics across every major network directly from any AI assistant, via Eclincher.

genai-solutions-mcp

An MCP server that exposes a curated database of generative AI tools as four tools an AI assistant can query directly, enabling searches without relying on model knowledge.

okf-ons

Enables discovery and selection of ONS datasets using a frozen metadata bundle, providing bounded access to dataset descriptions, dimensions, and alternatives without making network calls or returning observation values.

Mimir

A self-evolving engineering playbook system that provides AI assistants with structured access to development methodologies, workflows, and best practices. Enables generation of work plans, progress tracking, and continuous process improvement through AI-proposed playbook updates.

simple-memory-mcp

Personal memory MCP server backed by SQLite FTS5 BM25 search with temporal reranking.

google-health-mcp-server

MCP server to read daily activity, sleep, heart rate, and body metrics from Google Health API, allowing AI assistants like Claude to access your health data. Optionally syncs health metrics to an Obsidian vault.

la-palma24-mcp

Search and discover vacation rental properties across La Palma, Canary Islands.

Shopware Admin MCP Server

Enables AI assistants to manage Shopware e-commerce data through the Admin API, including products, categories, sales channels, orders, themes, and media.

ERPNext MCP Server

Enables AI assistants to interact with ERPNext data and functionality through the Model Context Protocol, including document CRUD, report running, and API method calls.

reviewzy

MCP server for human-in-the-loop copy review. Enables coding agents to file draft strings for user-facing text, humans to approve or reject them on a dashboard, and later agent sessions to fetch approved copy and apply it in place.

BDNS MCP Server

Enables searching and querying Spanish public subsidies and aids using the BDNS API, with filters for region, beneficiary type, and more.

Secure Clinical LLM Access via MCP

An MCP server that enables LLMs to securely query synthetic clinical data through validated, scoped tools (patient summaries, conditions, medications, lab trends, encounters) while maintaining audit logs and access controls.

explee-mcp

MCP server wrapping the Explee B2B data API, enabling AI agents to search companies and people, enrich contact data, run AI agents, and manage deduplication lists.

thermo-control-mcp

Enables LLM agents to monitor Mac thermals and control fan speed with safety limits enforced by a root daemon.

k8s-mcp-go

Safe, read-only-by-default Kubernetes access for AI agents via MCP. Provides explicit readonly, readwrite, and dangerous permission modes, plus MCPB bundles for desktop clients.

nr-mcp

MCP server allowing AI agents to query New Relic for debugging incidents.

mcsm-mcp

Enables management of Minecraft servers through the MCSManager panel API, including listing instances, checking status, starting/stopping/restarting/force-stopping, sending console commands, and waiting for status changes.

pdf-knowledge-mcp

A local RAG MCP server for PDF development experience, enabling document ingestion, semantic search, and Q\&A with source citations using TF-IDF and cosine similarity.

OCR MCP

Converts screenshots of web pages into structured Markdown using GLM-OCR (Zhipu), with tools for OCR on images, webpages, and health checks.

oss-contribution-advisor-mcp

An MCP server that helps developers find open-source issues worth contributing to by semantically matching interests, scoring repository health, and ranking by real downstream impact.

noisefloor

Checks whether a number is real or just noise: peek-safe A/B tests you can look at as often as you like without inflating false positives, two-sided change detection, and a guard for when a metric moved only because its sample size did. Zero dependencies, standard library only.

tapsite

An MCP server for web intelligence extraction that provides 55 tools for extracting structured data, design systems, accessibility audits, and more from websites.

tg-mcp

MCP server that gives MCP clients access to a personal Telegram account. It can read chats, search messages, download media, and send messages or files while keeping credentials local.

google-workspace-mcp-server

Enables AI agents to send Gmail messages and append content to Google Docs using the Model Context Protocol.