发现优秀的 MCP 服务器

Service Atlas MCP Server

Provides tools to communicate with a service dependency API, enabling users to query and interact with service relationship data and dependency mappings.

Perplexity MCP Server

提供通过两种工具访问 Perplexity AI 模型的方式：ask\_perplexity 用于获取专业的编程帮助，chat\_perplexity 用于保持持续对话并保留上下文。

Robinhood Portfolio Tracker MCP Server

Enables portfolio management, trading, and automated bot operations for Robinhood accounts through MCP tools like get_portfolio, buy_stock, sell_stock, and bot management.

Self Healing Infrastructure MCP

Self Healing Infrastructure - MCP server providing AI-powered tools and automation by MEOK AI Labs

Llama-Bridge

MCP server that enables cloud models (like Gemini/Claude) to delegate coding tasks to a local llama.cpp server, preserving cloud usage limits through an AI-powered code review loop.

Inky MCP Server

MCP server that connects Cursor IDE to Inky backend, enabling users to list and filter personalized coding rules stored in Pinecone.

kalshi-mcp-server

A Model Context Protocol server for Kalshi prediction markets, enabling LLMs to query markets, prepare and confirm orders with safety caps and rate limiting.

MisarReach MCP Server

MCP server for MisarReach that enables finding, enriching, and scoring leads, running multi-channel outreach (WhatsApp, SMS, push) with AI autopilot, and managing the sales pipeline across 27 tools, 5 prompts, 4 resources, and 4 agent skills.

Snowflake MCP Server

Enables natural language queries against Snowflake Gold-layer tables through Claude Desktop, allowing users to ask business questions in plain English without SQL knowledge.

Stock API MCP Server

A Model Context Protocol server that provides discovery-first vehicle inventory search through the Stock API. Enables users to explore inventory with overviews, sample vehicles, and intelligent refinement suggestions.

Code Analysis MCP

Enables multi-project code analysis by invoking project-provided Claude Code agents and skills, with optional SVN updates, returning Markdown reports to MCP clients.

🧠 Advanced MCP Server Setup with

使用 uv、llama-index、ollama 和 Cursor IDE 进行高级 MCP 服务器设置

Digikala MCP Server

Enables intelligent product discovery on Digikala (Iran's largest e-commerce platform) with bilingual search, query optimization, price filtering in Toomans, product details, recommendations, and AI-powered semantic search for clothing and accessories.

jira-mcp-server

Enables AI agents to manage Jira projects and issues using natural language, including creating, updating, searching issues, managing sprints, and more via the Jira API.

mcp-helm

Attaches to your existing Chrome browser to allow Claude to see the active tab, interact via accessibility tree, and detect handoff triggers like 2FA and captchas.

eight-mcp-community

Provides tools to search for people using registered business cards and the public Eight network. Enables LLMs to query person information while keeping private data secure.

Free Image Generation MCP Server

这个 MCP 服务器使用 Together AI Flux Schnell 模型提供免费的图像生成服务。 可以根据需要更改模型以使用其他 Together AI 模型。

Jentic

Jentic

Google Workspace MCP Server

Provides 240 tools for managing Google Workspace services including Gmail, Drive, Calendar, Sheets, Docs, Slides, Contacts, and Tasks via natural language.

apology

Generate personalized apologies for any situation with adjustable sincerity level, recipient, and reason.

act-mcp

Exposes tools to list, run, and inspect GitHub Actions workflows locally via act, enabling debugging and fixing failures through an agent loop.

kilimo-mcp

Provides Kenya precision agriculture tools via MCP, including crop calendar, fertilizer guide, pest alerts, and KALRO crop variety recommendations.

Memoria

A self-hosted memory backend for MCP clients, providing tools for storing, searching, updating, and deleting memories with per-user scoping and OIDC support.

claude-swarm

Orchestrates parallel Claude Code worker swarms with protocol-based behavioral governance for multi-hour autonomous coding sessions.

Rhino MCP

Enables AI-powered 3D modeling in Rhino 8 through 135+ tools for geometry, transformations, booleans, layers, materials, and more, using natural language.

Reasoning Tool MCP Server

Implements Anthropic's 'reasoning' tool as an MCP server for Claude, providing a dedicated scratchpad for structured thinking that dramatically improves performance on complex problem-solving tasks.

AI Playground ComfyUI MCP

Enables image generation through AI Playground's local ComfyUI backend via VS Code or GitHub Copilot, supporting PNG creation with configurable prompts, dimensions, and seeds through a local MCP server.

MCP Outlook Tools

A Model Context Protocol server that enables AI assistants to interact with Microsoft Outlook for calendar management, email operations, and search functionality.

JMComic AI

MCP server enabling AI agents to search, download, and manage JMComic manga via natural language, with dynamic configuration and skill injection.

shell-sieve

An MCP server that executes shell commands and intelligently compresses, filters, and extracts errors from verbose output to save AI agent context windows. It strips ANSI, collapses repetitive lines, and always preserves error information.