Discover Awesome MCP Servers

mcpo-docker

好的，这是将您提供的英文文本翻译成中文的结果： 一个用于 mcpo 的 Docker 镜像示例。mcpo 是一个工具，可以将 MCP（模型上下文协议）服务器暴露为与 OpenAPI 兼容的 HTTP 端点，以供 OpenWebUI 使用。 Here's a slightly more nuanced translation, depending on the context: **更细致的翻译 (取决于上下文):** * **Option 1 (Emphasis on practical use):** 一个用于 mcpo 的 Docker 镜像示例，它能将 MCP (模型上下文协议) 服务器转换成 OpenAPI 兼容的 HTTP 接口，方便 OpenWebUI 使用。 (This emphasizes the ease of use for OpenWebUI) * **Option 2 (More technical):** 一个 mcpo 的 Docker 镜像示例，用于将 MCP (模型上下文协议) 服务器以 OpenAPI 兼容的 HTTP 端点形式暴露出来，以便与 OpenWebUI 集成。 (This is more technically accurate) The best option depends on the intended audience and the specific purpose of the translation. The first translation is generally more accessible.

cortex-mcp

An MCP server for the Cortex observable analysis and active response engine. It enables LLMs to automate security investigations by running analyzers on observables like IPs and URLs and executing automated response actions.

CreatorOS AI

MCP server that enables AI-powered content generation in multiple formats using Google Gemini and Tavily real-time research, accessible via MCP-compatible clients.

cadex-mcp

MCP server for CAD Exchanger SDK that enables loading, inspecting, and exporting CAD models via a path-based cache.

Zoho Inventory MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Zoho Inventory (beta): https://www.cdata.com/download/download.aspx?sku=KZZK-V&type=beta

mcp-server-steam

Integrates with Steam Web API to enable querying user profiles, game libraries, store data, and community features like reviews and workshop items.

Tesouro Nacional: Capacidade de Pagamento (CAPAG)

Enables consulting the Brazilian Treasury's Payment Capacity (CAPAG) data through an MCP server, providing official information via natural language.

tickiti-mcp

An MCP server that exposes the Tickiti helpdesk API to AI assistants, enabling ticket management and helpdesk operations via natural language.

CO2 Sensor MCP Server

A Node.js application that provides a JSON-RPC interface to interact with CO2 sensor data, working in both simulation mode and with real Raspberry Pi Pico hardware connections.

Dokmatiq DocGen

PDF/DOCX/Excel generation from HTML/Markdown with stationery overlay, ZUGFeRD/XRechnung e-invoicing, digital signing, form filling, and AI receipt OCR with DATEV/SKR03 export.

YRB-HES Evidence MCP

A read-only MCP server for evidence retrieval in Yellow River Basin human–earth systems reviews, exposing PostgreSQL-backed tools for searching and comparing evidence, entities, and spatiotemporal data while preserving source provenance.

Mnemosyne

Provides persistent memory for LLM applications, enabling AI assistants to remember user preferences, facts, and conversation history across sessions.

tripwire-guard

Provides a local, read-only MCP server that scans untrusted text for prompt-injection and returns an allow/review/block decision with evidence. It runs entirely on-device with no network requests and redacts sensitive strings by default.

Mailing Manager MCP

Enables AI assistants to manage multiple email accounts with secure credentials, local full-text search, thread-aware replies, and automation.

Fetch MCP Server

Enables LLMs to retrieve and process web content by fetching URLs and converting HTML to markdown, with support for chunked reading and customizable user-agents.

mcp-gads

Enables querying and managing Google Ads campaigns, keywords, assets, and more via natural language, with support for multiple MCP clients.

Proxmox MCP Server

Manages Proxmox VE clusters through the official PVE API with 22 tools for cluster status, VMs/containers, storage, snapshots, and provisioning. Supports stdio or HTTP/StreamableHTTP transports with optional OAuth for Gemini and multi-server configurations.

OpenLore

A frontier knowledge base that’s minimal extensible and agent-native. Built to keep your team’s shared context current and inspectable.

funding-arb

Scans funding rate arbitrage opportunities across perpetual exchanges (Hyperliquid, Binance, Bybit, OKX) and returns cross-venue spreads and annualized yields. Uses x402 micropayments for pay-per-call access.

Mega Agent MCP

A unified MCP server providing tools for web search, GitHub analysis, document parsing, browser automation, secure code execution, and forum parsing, enabling LLMs to perform a wide range of external tasks through a single backend.

archivist-mcp

A self-hosted MCP server that provides Claude with a git-versioned document vault, featuring dataset-based access control with keys, OAuth authentication via GitHub, and automatic commits on every write.

Colab MCP

An MCP server that bridges local AI agents to Google Colab notebooks, enabling execution of Python code and interaction with notebook states directly from the agent.

agent-cost-lens-mcp

Provides cost analysis of AI agent usage by previewing scrubbed metadata before upload and analyzing spend, cache-hit rates, and waste recovery through a local or remote server.

Outscraper MCP Server

A Model Context Protocol server that provides access to Outscraper's data extraction services, implementing 8 tools for extracting data from Google services and domains including Maps, Reviews, Search, and contact information.

CoursePack Local MCP Server

Read-only MCP server that provides Claude Desktop with access to converted Canvas course exports, including Markdown files, reports, and search tools for local course content.

🚀 Model Context Protocol (MCP) Server Python Template 🐍

镜子 (jìng zi)

semfora-error-reporter

Provides tools for logging, confirming, and triaging issues with the semfora-engine, enabling AI agents to report bugs discovered during workflows.

Understand-Anything MCP Server

Bridges codebase structural analysis, architectural rules, and CI/CD validation with MCP clients, enabling LLMs to check blast radius and prevent breaking changes.

Ollama_MCP_Guidance

一个模型上下文协议服务器，为与 Ollama API 交互提供标准化接口，提供 JSON 响应、错误处理以及针对基于 LLM 的 API 调用的智能指导。

Google Ads MCP Server

This MCP server searches Google's public ads database and uses AI to analyze ad images/videos, with intelligent caching for performance.