发现优秀的 MCP 服务器

FastAPI + MCP + Gemini Integration

Enables Gemini AI to interact with a FastAPI application through MCP tools for user management, task management, and dice rolling functionality. Provides natural language access to REST API endpoints including CRUD operations, health checks, and application statistics.

MCP File Operations Server

A Model Context Protocol server that enables Claude Desktop to perform file operations like reading, writing, listing directories, and managing files through natural language commands.

ipython-kernel

An MCP server that connects to existing IPython kernels, allowing Claude to execute code in a shared persistent environment with your IDE.

MCP Blog Project

这是一个 MCP 服务器的示例，用于连接图书服务，用于我的博客。

MCP SSE Cloud Run Proxy

A secure proxy solution for hosting MCP (Model Context Protocol) servers on Google Cloud Run, allowing teams to share access through IAM authentication while bypassing current MCP authentication limitations.

Luma MCP

Multi-model vision understanding MCP server that provides unified image analysis for AI assistants without native vision, supporting models like GLM-4.6V, DeepSeek-OCR, Qwen3-VL-Flash, and more.

AI Fuzz Testing MCP Server

A Model Context Protocol server for LLM fuzzing and testing, providing secure access to multiple AI providers through a standardized interface.

postgres-mcp-server

A read-only MCP server for PostgreSQL. Connect any MCP-compatible AI agent to your PostgreSQL server and explore databases, schemas, tables, and run SELECT queries through natural language. Built with .NET 10.

pruva-mcp

Remote MCP server for Pruva, enabling AI assistants to manage products, features, and documents over HTTPS with OAuth authentication.

Unity MCP Server

Enables AI agents to query and control the Unity Editor, supporting scene management, GameObject manipulation, asset browsing, play mode control, and real-time editor operations through 52+ tools.

soul-mcp-server

Validate and generate SOUL.md agent identity files. SOUL.md is the open format for persistent AI agent identity — personality, voice, values, and constraints in a machine-readable YAML file.

OpenDataMCP

Connects open data to LLMs via MCP, enabling easy access to public datasets and publishing new datasets with community help.

Rancher MCP Server

A Model Context Protocol (MCP) server that exposes the Rancher Manager v2.x API to LLM clients.

BundlerMCP

Enables agents to query information about gems in a Ruby project's Gemfile, including source code and metadata.

FastAPI MCP SSE

使用 FastAPI 框架实现的服务器发送事件 (Server-Sent Events, SSE)，集成了模型上下文协议 (Model Context Protocol, MCP)，允许 AI 模型访问外部工具和数据源，例如天气信息。

git-mcp

Enables AI agents to perform full Git operations including branching, committing, pushing, stashing, rebasing, and more, with safety features and support for advanced workflows like Git Flow and LFS.

OpenBanking MCP Server

An MCP server that integrates with local Ollama LLMs to provide financial analysis through four specialized agents (Market Analyst, Portfolio Manager, Risk Analyst, and Explainability Agent) with comprehensive banking tools.

Launch Engine

Agentic pipeline that transforms ideas to revenue — for solo founders and bootstrappers.

AWS Terraform MCP Server

A containerized Model Context Protocol server that enables using natural language to develop AWS infrastructure with Terraform, offering best practices guidance, security scanning with Checkov, and access to AWS provider documentation.

IMS MCP Server

Exposes the Integrated Memory System (IMS) capabilities, including session management, memory storage, and RAG-based context search, via the Model Context Protocol. It allows MCP-aware clients to interact with IMS backends to maintain long-term memory and context across sessions.

Yapi MCP Server

YAPI MCP 服务器

Mantis MCP Server

一个模型上下文协议（MCP）服务，它能够与 Mantis Bug Tracker 集成，允许用户通过自然语言命令查询和分析缺陷跟踪数据。

Vanna AI MCP Server

An MCP server that allows AI assistants to query databases using natural language by leveraging Vanna AI. It supports secure SSH tunneling, model training on database schemas, and persistent storage of SQL patterns via ChromaDB.

AACT Clinical Trials MCP Server

Provides AI assistants with direct query access to the AACT (Aggregate Analysis of ClinicalTrials.gov) database, allowing structured retrieval and analysis of clinical trial data.

agent-bom

AI supply chain security scanner for MCP servers and AI agents. 18 tools for CVE scanning, blast radius mapping, CIS benchmarks, SBOM generation, and compliance enforcement across OWASP LLM Top 10, MITRE ATLAS, NIST AI RMF, and EU AI Act.

flet-mcp-server

Model Context Protocol (MCP) server that dynamically fetches and serves official Flet resources to AI agents, including documentation, controls, packages, and ecosystem components.

AWS Amplify Documentation MCP Server

Enables searching AWS Amplify documentation using natural language queries with advanced search syntax, smart ranking, and generation selection.

DeepSeek Reasoner MCP

There isn't enough information to provide a translation. "Enhanced version of 'Sequential Thinking' MCP" is a very specific phrase. To translate it accurately, I need more context. Here are a few possible translations, depending on what "MCP" refers to and the specific nuance you want to convey: **If "MCP" refers to a specific software, program, or curriculum:** * **增强版“顺序思维”MCP (Zēngqiáng bǎn "Shùnxù Sīwéi" MCP):** This is a literal translation, using the pinyin for MCP. It's suitable if "MCP" is a well-known acronym in the target audience. * **“顺序思维”MCP的增强版 ( "Shùnxù Sīwéi" MCP de zēngqiáng bǎn):** This is another literal translation, but it places "MCP" in a possessive context. * **“顺序思维”MCP的改进版 ( "Shùnxù Sīwéi" MCP de gǎijìn bǎn):** This translates "enhanced" as "improved" (改进版). This might be more appropriate if the enhancement is about making it better. **If "MCP" refers to a general concept or skill (e.g., a method of problem-solving):** * **增强的“顺序思维”方法 (Zēngqiáng de "Shùnxù Sīwéi" fāngfǎ):** This translates "MCP" as "method" (方法). * **更高级的“顺序思维” (Gèng gāojí de "Shùnxù Sīwéi"):** This translates "enhanced" as "more advanced" (更高级的). * **优化后的“顺序思维” (Yōuhuà hòu de "Shùnxù Sīwéi"):** This translates "enhanced" as "optimized" (优化后的). **To give you the best translation, please tell me:** * **What does "MCP" stand for?** * **What kind of enhancement are we talking about? (e.g., improved performance, added features, a more advanced version)** * **Who is the target audience?** Once I have this information, I can provide a much more accurate and helpful translation.

@hyperwhisper/mcp

Enables Cursor, Claude, and other MCP agents to interact with the HyperWhisper app for voice transcription, model management, and recording search.

Telegram MCP Server

一个模型上下文协议（Model Context Protocol）服务器，使 AI 助手能够与 Telegram 互动，允许它们搜索频道、列出可用频道、检索消息以及按正则表达式模式过滤消息。