发现优秀的 MCP 服务器

Skema MCP Server

The official Model Context Protocol server for Skema CMS, enabling AI clients to interact with and manage CMS data. It provides tools for reading, creating, updating, and searching collections and items through natural language.

Mangools MCP

Standalone MCP server for the Mangools API with 82 tools covering keyword research, SERP analysis, rank tracking, backlinks, competitor research, and AI search visibility. Enables natural language interaction with Mangools SEO capabilities.

kmcp

🚀 用于 Kubernetes 的 MCP 服务器。

omniplan-mcp

Enables natural language control of OmniPlan 4 on macOS, allowing creation and manipulation of tasks, resources, dependencies, and project metadata through MCP-compatible agents.

Framesleuth

Local bug-reproduction video analysis tool that processes bug recordings frame-by-frame, producing a structured Bug Context Bundle, and exposes this capability over MCP for use by coding agents like VS Code and Claude.

Structured Workflow Engine MCP Server

A Context Engineering Framework that provides 9 battle-tested development workflows with smart validation to help AI models follow consistent processes.

Recipe Manager MCP Server

Enables managing recipes via a web UI and MCP tools, allowing retrieval and saving of recipe data through natural language.

Light: Download via CEP + OCR

MCP server for consulting and downloading Light utility bills using CEP and OCR from official sources. Offers a single read-only tool with pre-paid pricing, hosted on api.mcp.ai.

Football Knowledge Graph RAG MCP Server

Enables natural language querying of a football knowledge graph via Neo4j, generating Cypher queries and answers using LLMs, and also provides tools to build the graph from text.

ADEO CTI MCP Server

一个模型上下文协议服务器，提供对 Shodan 和 VirusTotal API 的访问，用于网络安全分析，使分析师能够执行网络情报操作，包括主机查找、漏洞分析和威胁情报收集。

mlserve

Self-hosted ML inference MCP server providing embeddings and summarization tools using sentence-transformers and Ollama, with low-latency preloaded models and API-key authentication.

mcp-adr

Enables AI assistants to create, manage, diagram, and export Architecture Decision Records (ADRs) directly from conversation.

ophelia-execution-verifier

MCP server that verifies restaurant booking outcomes by reconciling API claims against independent re-reads, with a recovery dial for stakes-based retry policies.

neurolisp

White-box MCP workflow orchestrator for Claude Code. Sexpr workflows stored in sqlite that you can cat, diff, patch, and replay across crashes; lets smaller / cheaper models handle multi-step agent tasks via deterministic orchestration instead of CLAUDE.md interpretation.

Brooks Model MCP

Provides a unified MCP interface to interact with Codex CLI, Claude Code, and Grok API, allowing seamless switching between AI models in VS Code or Claude Code.

Advanced PocketBase MCP Server

镜子 (jìng zi)

qq-mcp-server

A MCP server that exposes QQ bot capabilities over Streamable HTTP, enabling clients to query bot status, read group and friend info, fetch chat history, and send group/private text messages.

Prefeitura SP São Paulo: Débitos de IPTU

Read-only MCP server that consults official IPTU (property tax) debt information for São Paulo city, with a single tool for querying.

RobotFail MCP Server

Enables AI agents to submit projects, track tasks, and manage work on RobotFail, connecting them with human workers for real-world task execution.

KPI Monitoring MCP Server

MCP server providing data analytics tools for AI agents to load, clean, analyze data, generate charts and dashboards.

Cronhaus Inbox MCP Server

Enables AI-powered invoice analysis and reasoning: given invoice fields, it detects missing data, inconsistencies, duplicates, and proposes actions (register, request data, mark duplicate, review) using deterministic rules.

mcp-jsonschema

Validates JSON values against JSON Schema (draft-07). Enables schema validation for structured data.

Chess MCP Server

Enables AI assistants to play chess against users, manage games, make moves, and visualize boards with Stockfish AI opponent.

AI Agent MCP Server

A Model Context Protocol server implementation built with FastAPI that enables AI agent interactions. Provides a structured foundation for building AI-powered applications with proper data validation and modern Python tooling.

Touchpoint

Playwright for the entire OS. Give AI agents eyes and hands on any desktop app — find, click, type, and read UI elements across Linux, macOS, and Windows.

mcp-ops-server

A reference MCP server that gives an LLM agent safe write access to a business database, managing orders, production state, and FIFO stock with derived state and idempotent imports.

fema-mcp-server

Query FEMA disaster declarations, public assistance grants, housing aid, and NFIP flood insurance claims via MCP. Supports STDIO and Streamable HTTP.

trmm-mcp

Enables read-only MCP access to Tactical RMM, allowing agents to query devices, clients, sites, audit logs, software, and pending actions without any mutating capabilities.

@imazhar101/paypal-mcp

A lightweight MCP server that connects to the PayPal REST API, handling token lifecycle automatically and providing read-only tools for transactions, invoices, orders, disputes, and subscriptions by default.

akamai-docs-mcp

MCP server for searching and retrieving Akamai TechDocs documentation using local BM25 keyword search with no external API calls.