MCP server directory

Browse MCP servers — page 39

Explore the next set of open-source servers for connecting AI tools to data and workflows.

Server registry

24 servers
GitHub-sourced registry

Android Source Explorer MCP Server

mrmike

Community

MCP server for exploring AOSP internals and Jetpack libraries. Requires local Android source code sync which is managed via commands after installation.

Browser MCP Server

BrowserMCP

Community

Production-ready MCP server that bridges AI assistants to your local browser through a Chrome extension. Requires Chrome with the Browser MCP extension installed. Optional Redis 6+ for session persistence, configurable via environment variables.

CodeIndexer

zilliztech

Community

An open-source implementation of code indexing and context awareness capabilities for AI-powered IDEs, built with Milvus vector database and popular embedding models. Requires external data files configured via environment variables: OPENAI_API_KEY for OpenAI API key, MILVUS_ADDRESS and MILVUS_TOKEN for Milvus vector database connection.

Fast Healthcare Interoperability Resources(FHIR)模型上下文协议(MCP)服务器

wso2

Community

一个模型上下文协议(MCP)服务器,提供对任何兼容的FHIR(快速医疗互操作资源)服务器的无缝、标准化访问。设计用于与AI工具、开发者工作流程和医疗应用的轻松集成,支持自然语言和程序化搜索、检索及临床数据分析。需要按照 .env 文件中的说明配置环境变量。

FrontAgent

ceilf6

Community

FrontAgent CLI and VS Code extension for frontend AI engineering with SDD constraints, MCP-controlled execution, and RAG planning

Needle-Based Build Agent MCP Server

needle-ai

Community

The Needle MCP Server manages documents through Claude's desktop application and performs searches using Needle. The Needle API key must be configured via the environment variable NEEDLE_API_KEY.

openai-gpt-image-mcp

SureScaleAI

Community

用于OpenAI的GPT-4o/gpt-image-1图像生成与编辑API的Model Context Protocol (MCP)工具服务器。支持通过高级提示控制进行图像生成与编辑。需要通过环境变量设置OpenAI API密钥。支持通过MCP_HF_WORK_DIR环境变量配置文件输出目录,以处理大尺寸图像文件。

SearXNG Mul MCP

jae-jae

Community

A Model Context Protocol (MCP) server for SearXNG metasearch engine integration, supporting multi-query parallel search with both stdio and HTTP transport protocols. Requires access to a SearXNG instance configured via the SEARXNG_URL environment variable. Supports optional Basic Authentication via USERNAME and PASSWORD environment variables.

ToolsForMCPServer

tanaikech

Community

一套用于与Google Workspace服务(Gmail、Drive、Calendar等)交互的预构建工具,作为基于Google Apps Script Web Apps的MCP服务器。需要将其部署为带有配置的accessKey的Google Apps Script Web App。无需外部数据文件。

Vibe Coder MCP Server

freshtechbro

Community

提供语义路由、代码生成、工作流和AI辅助开发工具的高级MCP服务器。需要通过.env文件中的环境变量进行外部配置,包括OPENROUTER_API_KEY,以及可选的输出路径和安全边界路径。

Box MCP Server

box-community

Community

The Box MCP Server 是一个基于 Python 的项目,集成了 Box API,以执行文件搜索、文本提取、基于 AI 的查询和数据提取等多种操作。需要提供 Box API 凭据(客户端 ID、客户端密钥等)。

Build Agents with Needle MCP Server

yourusername

Community

Needle MCP Server to manage documents and perform searches using Needle through Claude’s Desktop Application. Requires a Needle API key configured via environment variable NEEDLE_API_KEY.