发现优秀的 MCP 服务器

Colber MCP Server

Exposes Colber's five integrated services (Reputation, Memory, Observability, Negotiation, Insurance) as 27 MCP tools for AI agents, enabling trust, coordination, and continuity.

Recipe Manager MCP Server

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

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.

kmcp

🚀 用于 Kubernetes 的 MCP 服务器。

Leave Management MCP Server

Enables natural language leave management, allowing users to check leave balances, apply for leave, and retrieve leave history via MCP tools.

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.

mcp-adr

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

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。

Advanced PocketBase MCP Server

镜子 (jìng zi)

etw-mcp

Enables AI assistants to analyze Windows WPR/ETW traces (.etl files) using natural language queries, with features like auto-summary, CPU sampling, DPC/ISR analysis, and symbol resolution.

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.

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.

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.

swsd-mcp

MCP server for SolarWinds Service Desk (SWSD/Samanage) enabling reading and modifying tickets, comments, knowledge-base articles, and more via each user's own API token.

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.

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.

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.

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.

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.

akamai-docs-mcp

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

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.

KPI Monitoring MCP Server

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

apple-log-mcp

Local MCP server for Apple platform console, unified, and diagnostic logs. Enables listing devices and capturing live logs from simulators and real devices.

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.