发现优秀的 MCP 服务器

mcp-stateless-http-demo

A minimal stateless HTTP MCP server demonstrating the 2026-07-28 protocol era, with tools for arithmetic, order and user queries, resources, prompts, and MCP Apps, featuring caching and W3C trace context.

Memory Bank MCP

An MCP server that enables persistent memory, structured thinking sessions, and project-based knowledge management for Claude. It includes specialized coding tools for package discovery and reinvention prevention by validating code against existing libraries and APIs.

AI DevSecOps Agent MCP Server

Enables LLM clients to access DevSecOps tooling such as CI/CD pipeline status, vulnerability triage, log search, and dependency scanning through MCP, turning AI copilots into security-aware engineering partners.

pr-forge

Provides AI agents with a secure PR review gateway through 9 MCP tools for managing pull requests, including context retrieval, diff, checks, and merge with two-layer access control.

gotify-mcp

MCP server for self-hosted Gotify that enables sending notifications and managing messages, applications, clients, and account metadata through natural language.

AVA

MCP server for recruiting pipeline that evaluates resumes against job descriptions, syncs to Google Sheets, and drafts emails via Gmail.

stock-rag-mcp

Enables RAG-based querying of local stock company data using a local LLM and vector database, providing tools to ask questions, search raw chunks, and list documents.

moltline-mcp

Zero-dependency stdio bridge to Moltline Studio's fleet of 14 hosted MCP servers covering code review, time operations, data transforms, business ops, education, research, outreach and more. Free tier requires no registration; premium tools unlock with a license. Independently audited, MCPize Verified A.

GA4 Automation MCP Server

This project is a Google Analytics 4 (GA4) automation server implemented as a Model Context Protocol (MCP) tool. It lets AI agents query GA4 data (reports, traffic sources, demographics, etc.) and also includes a simple connection test script.

MCP Travel Concierge Server

Enables comprehensive travel planning by integrating Google Travel Services and Amadeus GDS for dual flight and hotel searches, plus event discovery, weather forecasting, currency conversion, and location services. Combines consumer-friendly search with professional travel industry data for optimal trip planning.

database-mcp

Enables SQL database interaction with true server-side result paging, runtime-managed connection profiles, and SSH-bridged access for PostgreSQL.

hansung-university-regulation-mcp

Enables searching and retrieving regulations from the Hansung University regulation management system.

kips

Personal data management MCP server that stores and queries notes, tasks, conversations, and auth in SQLite, enabling LLMs to interact with the database through natural language.

Seroost Search MCP Server

Enables AI agents to perform semantic code search across entire codebases using natural language queries. Provides fast indexing and ranked search results with line numbers and file paths through the Seroost search engine.

MCP Gateway

Lightweight Model Context Protocol gateway that exposes one entry point for multiple downstream MCP services, enabling efficient tool discovery and routing.

opencode-agent-mcp

MCP server that exposes independent OpenCode AI coding agents to upstream agents with multi-workspace concurrent routing, enabling session management and message exchange across multiple repositories via stdio JSON-RPC.

Kintone MCP Server by CData

Kintone MCP Server by CData

Prefeitura MS Campo Grande: NFS-e (Nota Fiscal Eletrônica de Serviços)

MCP server for querying official Campo Grande (MS) electronic service invoices (NFS-e) data in read-only mode, with a single consult tool and prepaid credit pricing.

Vision MCP

Enables any MCP client to perform image understanding and OCR via any OpenAI-compatible vision-language model. Supports local, private inference without images leaving the machine.

grafana-mcp-analyzer

A Model Context Protocol server for Grafana data analysis

VAHAN Data MCP Server

Scrapes and serves India's national vehicle registration database (VAHAN Dashboard), providing detailed insights into registrations, manufacturers, fuel types, and RTO-level metrics.

ctm-multi-mcp

Read-only MCP server for extracting data across multiple CallTrackingMetrics sub-accounts using a single parent API key. Enables cross-account call data, reports, numbers, contacts, and configuration analysis for resellers and agencies via Claude.

TradingView MCP Bridge

Enables AI assistants to read, control, and draw on locally running TradingView Desktop charts via Chrome DevTools Protocol for chart analysis, Pine Script development, and workflow automation.

satori

A self-learning MCP server for Claude Code that captures user corrections and tool failures, distills them into skill drafts, and activates them only after human approval.

negative-support-mcp

MCP server for generating negative-space print supports for 3D models (STL/OBJ/STEP) via the negative.support API.

ast-grep MCP Server

Enables structural code search and refactoring across 20+ programming languages using ast-grep patterns, with safe dry-run mode and flexible filtering.

mcp-universities

Enables querying university data from the Hipolabs Universities API without authentication.

context-killer-mcp

Enables Claude to offload code generation to Google's Gemini, saving tokens by writing files directly to disk without returning the content to the chat.

Conselho Regional de Odontologia ES: Cadastro MCP

Enables querying the official dental professional registry of the Regional Council of Dentistry of Espírito Santo (Brazil) through a read-only MCP tool.

Japan Company Leads Finder MCP

B2B lead generation for Japan: search 1M+ companies by size, capital, location, and government-subsidy history, with executive names and procurement records.