Discover Awesome MCP Servers

RAG-MCP

A Python server that enables retrieval-augmented generation through semantic, question/answer, and style search modalities using PostgreSQL and pgvector for embedding storage and retrieval.

CoinGecko MCP Server

CoinGecko MCP 服务器

Ramp Developer MCP Server

Enables AI assistants to access Ramp's developer documentation and API schemas through natural language queries. Provides contextual answers about API endpoints, authentication methods, data relationships, and implementation patterns for developers building on Ramp's platform.

Vercel MCP Template

A template for deploying MCP servers on Vercel with example tools for rolling dice and getting weather data. Provides a foundation for building custom MCP servers with tools, prompts, and resources that can be deployed to Vercel's serverless platform.

Awesome Remote MCP Servers

一份精选的、带有主观意见的高质量远程模型上下文协议 (MCP) 服务器列表。

Cloudflare D1 Database MCP Server

Enables interaction with Cloudflare D1 databases through natural language by providing tools to list tables and execute SQL queries. Uses Cloudflare's REST API for lightweight database operations without requiring direct database connections.

Django MCP Server

Enables LLM assistants to explore Django project structure through read-only resources and optionally execute Python code in a stateful Django shell environment. Provides access to project configuration, app details, model information, and interactive development capabilities.

Code Mode MCP Server

Enables LLMs to interact with MCP servers by writing TypeScript/JavaScript code instead of direct tool calls. Provides a code execution sandbox that accesses MCP servers through HTTP proxy endpoints.

Most Popular API MCP Server

A Multi-Agent Conversation Protocol server that provides access to the New York Times Most Popular API, allowing agents to interact with NYT's most viewed, shared, and emailed content.

302AI Sandbox MCP Server

A Model Context Protocol (MCP) server for Claude Desktop that connects to 302AI's API services, allowing users to integrate and leverage 302AI capabilities through a structured communication interface.

Consumer Complaint Database MCP

A local MCP server that enables users to query the CFPB Consumer Complaint Database through natural language, retrieving financial consumer complaint records via the CFPB API.

OSM PostgreSQL Server

为 MCP 提供 OpenStreetMap 集成，允许用户查询和可视化地图数据，并提供添加标记、多边形和控制地图视图的工具。

mcp-libsql

mcp-libsql

opgen MCP Server

一个 MCP 服务器实现，用于密码生成，基于 1Password/spg/cmd/opgen。

Yellhorn MCP

一个 MCP 服务器，它将 Gemini 2.5 Pro 连接到 Claude Code，使用户能够根据他们的代码库生成详细的实施计划，并接收关于代码更改的反馈。 (Alternatively, a slightly more formal translation:) 一个 MCP 服务器，将 Gemini 2.5 Pro 与 Claude Code 相连接，使用户能够基于其代码库生成详尽的实施方案，并获取关于代码变更的反馈。

Aibolit MCP Server

A Model Context Protocol (MCP) server that helps AI coding assistants identify critical design issues in code, rather than just focusing on cosmetic problems when asked to improve code.

Scholar MCP

Enables searching and retrieving academic papers from arXiv and DBLP databases with advanced filtering options. Supports downloading PDFs and provides detailed paper information including titles, authors, abstracts, and publication dates.

Foundry MCP Server

镜子 (jìng zi)

Baidu Cloud AI Content Safety MCP Server

A server that provides access to Baidu Cloud's content moderation capabilities for detecting unsafe content, allowing applications like Cursor to check text for security risks.

Ekispert MCP Remote Server

Enables route search and PDF generation using Japan's Ekispert API through a remote MCP server. Deployed on Cloudflare Workers with secure OAuth authentication and persistent PDF storage via R2.

DevOps MCP Server

Enables searching and managing Docker images and tags, as well as querying GitLab CI/CD references, versions, and pipeline configurations through a DevOps API.

Academic Author Network MCP Server

Enables analysis of academic author networks and research collaborations by retrieving co-authors and research keywords from sources like Semantic Scholar, OpenAlex, Crossref, and Google Scholar.

🔍 🤖 🌐 Ollama Chat with MCP

这个应用程序演示了如何在本地模型聊天中使用 MCP 服务器和客户端，通过 Ollama 实现，并结合了通过 Serper 进行的网页搜索。

🧠 MCP Server: Local AI Tooling with Python

好的，这是将 MCP 服务器读取 CSV 文件的翻译： 一个读取 CSV 文件的 MCP 服务器。 (Yī gè dúqǔ CSV wénjiàn de MCP fúwùqì.) This translates to: "An MCP server that reads a CSV file."

Kanta MCP Server

A Model Context Protocol server that enables AI assistants to interact with Kanta API for managing clients, users, persons, and accessing risk summaries and firm information.

Remote MCP Server

A Cloudflare-deployable server that implements Model Context Protocol (MCP) capabilities, allowing AI assistants like Claude to access custom tools via OAuth authentication flows.

ReviewWebsite MCP Server

MCP server that connects AI assistants to ReviewWebsite.com API for creating and managing website reviews, extracting data, converting URLs to markdown, and interacting with web content.

JSON Filter MCP

Query only the data you need from your JSON file and keep your context clean

Telos Model Context Protocol

An MCP server providing access to Telos, a philosophical AI mentor that combines rationalist thinking with stoic philosophy to offer personalized guidance and smart contract accountability on Solana.