发现优秀的 MCP 服务器

idea-basin-mcp

Enables AI assistants to search, browse, and save to a semantic knowledge graph with vector search and hierarchical organization.

RobotWS MCP Server

Indexes Robot Framework and Python files from robotws, stores metadata in SQLite, and provides generation context to help Cursor's LLM draft testcases in team style.

time-mcp

Lightweight MCP server providing system time tools (current time, date, datetime, time components, unix timestamp) for LLM applications.

Lakeflow MCP Server

Enables AI agents to manage Databricks Lakeflow jobs by building and uploading Python wheels and triggering runs with specific arguments. It provides a structured way to orchestrate complex data experiments and monitor execution directly on Databricks clusters.

Katana MCP Server

Enables seamless interaction with the Katana network for cross-chain bridging, SushiSwap trading, and Yearn vault management. It allows AI assistants to manage portfolios and execute DeFi operations across multiple networks including Ethereum, Polygon, and Arbitrum.

Lenses MCP Server

Manage, explore, transform and join data in Kafka topics across multiple clusters using different flavours of Apache Kafka via Lenses.io (including the free Community Edition)

clipboard-vision-mcp

Enables text-only AI models to understand clipboard images by describing them through a vision model, eliminating manual file saving.

QA-MCP: Test Standardization & Orchestration Server

Enables LLM clients to generate standardized test cases, perform quality control with lint scoring, convert to Xray/Jira format, and compose test suites (Smoke/Regression/E2E) with coverage analysis.

3D Cartoon Generator & File System MCP Server

Enables high-quality 3D-style cartoon image generation using Google Gemini AI alongside secure file system operations like reading, writing, and managing directories. It provides a dual-purpose toolkit for creative asset generation and local file management via the Model Context Protocol.

MCP Shell Server

镜子 (jìng zi)

frogeye-mcp

AI-powered security vulnerability detection for MCP-compatible agents, offering real-time scanning of code against a knowledge graph of 24,000+ vulnerability patterns.

Books API MCP Server

A demo MCP server that proxies a Flask REST API for books, providing tools to list books, get book details, list genres, and check API health via HTTP transport.

MCP Energy Server

Provides access to comprehensive U.S. and international energy data from the EIA API, including electricity, natural gas, petroleum, coal, renewables, CO2 emissions, and energy forecasts.

@qelos/better-mcp

A stdio MCP proxy that connects to one or more upstream MCP servers and exposes their tools, resources, and prompts through a single endpoint with a configurable middleware pipeline.

maideo

Books professional home cleaning services anywhere in metropolitan France end-to-end (coverage check, firm quote, booking creation, URSSAF "avance immédiate" enrollment, status polling). End users pay only 50% via SEPA direct debit thanks to the URSSAF immediate tax credit advance — no card payment required.

mcp-server-sparql

A generic MCP server that connects AI agents to any SPARQL 1.1 endpoint, enabling querying and updating RDF data across various triple stores.

dir-mcp

Enables AI assistants and IDEs to work with the AGNTCY Agent Directory, providing tools for validating, publishing, searching agent records, and navigating OASF taxonomies.

ai-mcp-terminal

Multi-threaded terminal management MCP server for AI assistants, enabling async command execution, batch operations, and real-time web monitoring with up to 100 concurrent terminals.

blue-matador-mcp-server

Enables natural language management of Bluematador monitoring, including cloud integrations, alerts, notifications, and team management.

agent-coordination-mcp-server

Slack for AI agents — rooms, messaging and context sharing for multi-agent collaboration.

Finance Research Agent

AI equity-research analyst for Indian NSE/BSE markets with 28 MCP tools enabling sector screens, valuations, SWOTs, and forensic audits using Claude Agent SDK.

Agentic Bits Claude Plugin

Adds a live git branch status bar to the Claude footer for tracking multiple active and reference repositories. It allows users to manage repository visibility and configuration directly through natural language MCP tools.

MCP Job Matching Server

An MCP server that enables AI agents to evaluate candidate-job fit by calculating weighted match scores based on skills and requirements.

Factory Channel Insight MCP Server

Provides comprehensive tools for enterprise searching, channel statistical analysis, and dealer network mapping to help users evaluate market coverage and competitive positioning. It enables detailed industry benchmarking and provides insights into sales strength, brand influence, and distribution efficiency.

Text2sim MCP Server

Text2Sim MCP Server 是一个离散事件仿真引擎，它从自然语言描述生成并执行基于 SimPy 的灵活模型。支持多领域工作流程（机场、医疗保健、制造业），具有可配置的实体、随机逻辑和实时指标。

Saudações MCP Server

Generates personalized greetings and fetches recent articles from TabNews.

CloudOps OS MCP

Autonomous multi-agent pipeline that analyzes Terraform files for cost, governance, and compliance issues, providing real-time remediation and XAI console for human-in-the-loop approval.

life-agent-mcp

Enables turning any personal-assistant REST backend into Claude-ready tools via a single MCP server, providing 38 tools for communications, finance, health, and more.

QR Reader MCP Server

Enables AI assistants to decode QR codes from images, with tools for scanning full images and enhancing blurry or reflective regions before decoding, plus quality diagnostics to guide retry strategies.

LLM Inference Pricing Research Server

Enables scraping and comparing pricing information for LLM inference services across multiple providers (CloudRift, DeepInfra, Fireworks, Groq) using Firecrawl API and SQLite storage.