发现优秀的 MCP 服务器

code-context

An MCP server that provides dynamic codebase context to Claude Code through tools like hybrid search, recent changes, and symbol definitions, enhancing AI-assisted coding with local RAG.

Office-Word-MCP-Server

Enables AI assistants to create, read, and manipulate Microsoft Word documents with rich editing capabilities.

MCP Server for Microsoft Business Central

Server that enables integration with Microsoft Business Central through its REST API, providing functionality for customer and product management, sales orders, and generic API interactions.

trae-swagger-mcp

Enables Trae IDE to parse and query Swagger/Knife4j API documentation by converting JSON format interface documents into a searchable text format, allowing developers to efficiently retrieve API information through natural language queries.

ogd-mcp-server

OGD MCP 服务器 (OGD MCP fúwùqì)

repo-context

Read-only repository context explorer for coding agents. Provides repository exploration tools via CLI or MCP adapter.

Minecraft MCP Server

Enables AI models like Claude to control a Minecraft character through natural language commands, supporting movement, inventory, block interactions, and more.

Airport Pickups London MCP Server

Enables AI agents to get fixed-price quotes and book London airport transfers, with flight validation and inter-agent communication via A2A protocol.

Claude Continuity MCP Server

A Model Context Protocol server that provides persistent memory and conversation continuity for Claude Desktop and Claude Code, allowing users to save and restore project context when threads hit token limits.

faceton-mcp-server

FaceTron is a high-performance face embedding server with ONNX Runtime, dynamic multi-model loading, and MCP-compatible OpenAPI metadata for offline face recognition and detection.

crontab-generator

Enables AI agents to convert natural language schedule descriptions into valid cron expressions with explanations and next run times, using x402 micropayments for pay-per-call access.

bluecolumn-mcp

Persistent semantic memory for MCP-compatible agents, enabling them to remember and recall text, audio, and documents across sessions.

mcp-arcgis-tulsa

Enables searching and querying City of Tulsa GIS open geospatial datasets (parcels, zoning, public works) via ArcGIS Feature Services through natural language or direct MCP tool calls.

Synapse — GEO Growth Layer

The GEO check every vibe coder runs before they launch. MCP server that lints, auto-fixes, and tracks how AI agents discover any product. 6 tools — geo_check, geo_fix, geo_track_init, geo_prompts, geo_status, geo_corpus_query.

PentestMCP

Enables LLMs to perform Active Directory penetration testing using tools like NetExec, Bloodhound, Nmap, Certipy, and John the Ripper. Automates vulnerability discovery, attack path analysis, and documentation generation for security assessments.

Google MCP Server

Enables appending structured content to Google Docs and creating Gmail drafts through an MCP-style interface with human approval.

MyWhoosh MCP Server

Enables seamless interaction with MyWhoosh API for managing workouts, training sessions, and settings via natural language.

QuantPortfolioMCP

MCP server for quantitative portfolio optimization and analysis, providing tools for market data ingestion, covariance estimation, portfolio construction (mean-variance, Black-Litterman, HRP, CVaR, regularized), risk attribution, and statistical analysis to AI assistants.

Zappaz MCP Server

Connects MCP tools to the Zappaz WhatsApp API, enabling agents to send and manage multimedia messages, contacts, and locations. It supports automated WhatsApp interactions including text, audio, video, and document delivery via a remote server.

MCP Server for Oracle Database

Enables AI applications to run SQL queries and retrieve results from Oracle Database.

wishmock

Provides an MCP server for automation via Server-Sent Events (SSE) to manage mock gRPC and Connect RPC services.

mc-pack-builder-mcp

Enables creating Minecraft modpack structures, searching Modrinth mods, resolving dependencies, and checking compatibility.

MCP PostgreSQL Server

一个连接到 PostgreSQL 数据库的服务器，并提供以下工具：安全地浏览模式（schema）、运行只读 SQL 查询，以及使用预构建的模板执行数据分析。

@saperly/mcp

MCP server for Saperly that enables AI agents to provision phone numbers, place calls, send SMS, and manage credentials via 36 tools backed by the Saperly API.

mcp-nimble-crm

MCP server for the Nimble CRM API that enables managing contacts, deals, pipelines, notes, tasks, tags, fields metadata, and message drafts from any MCP client.

onchain-safety-mcp

MCP server that provides AI agents with crypto token safety checks (honeypot, liquidity, rug risk) and alpha signals (smart money buys, fresh rug radar) across PulseChain, Monad, Base, and BSC.