MCP server directory

Browse MCP servers — page 76

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

Server registry

24 servers
GitHub-sourced registry

Cursor Background Agents MCP 服务器

your-username

Community

MCP 服务器用于 Cursor 的 Background Agents API。需要在 .env 文件中设置 CURSOR_API_KEY 以获取 API 访问权限。

Dappier MCP 服务器

DappierAI

Community

一个用于与 Dappier 的 RAG 模型交互的 MCP 服务器。需要从 Dappier 平台获取外部 API 密钥(通过环境变量 DAPPIER_API_KEY 设置)。

Ephemora Cell

MichaelS1011

Community

Ephemora Cell is a fast, capability-based WASM execution runtime designed for secure execution of untrusted AI-generated code, MCP tools, and plugins inside an enforced capability boundary with explicit CPU, memory, time, I/O, and filesystem limits. It includes a dependency-free MCP stdio server that runs WASM modules inside the Cell sandbox. No external data files are required for basic operation.

freellmpool

0xzr

Community

Free LLM API pool: 22 LLM providers cataloged, 239 routes, 397 cataloged chat models, keyless start when available. Supports running as a CLI, Python library, or local proxy. No external data files required beyond environment variable configuration for API keys.

GitLab MCP 服务器

yoda-digital

Community

一个功能强大的模型上下文协议(MCP)服务器,用于GitLab集成,支持AI助手与您的GitLab资源交互。需要环境变量GITLAB_PERSONAL_ACCESS_TOKEN进行身份验证。可选环境变量包括GITLAB_API_URL、PORT、USE_SSE和GITLAB_READ_ONLY_MODE,用于配置服务器行为。

Golden Suite

benzsevern

Community

A polyglot data-quality and entity-resolution toolkit. Polished, opinionated, AI-native. Includes GoldenCheck, GoldenFlow, GoldenMatch, GoldenPipe, InferMap, and Rust extensions for Postgres/DuckDB. Install via pip or npm. No external data files required by default.

Google Ads MCP (Node.js) - by TrueClicks

TrueClicks

Community

Google Ads MCP by TrueClicks enables your AI (like Claude) to securely access and query your Google Ads account data via GAQL.app. Configuration requires a JSON file named claude_desktop_config.json where you must provide your GPT token obtained from GAQL.app.

groq-compound-mcp-server

groq

Community

MCP server for interacting with Groq models, including compound/meta models. Requires a Groq API key set in the GROQ_API_KEY environment variable. For Vercel deployment, optionally requires REDIS_URL environment variable for Redis instance connection.

Illustrator MCP Server

krVatsal

Community

This MCP Server allows Claude to directly create vector graphics inside Adobe Illustrator using natural language prompts by sending TypeScript commands to Illustrator via a local server. Requires Adobe Illustrator installed with scripting enabled.

Java Class Analyzer MCP Server

handsomestWei

Community

An MCP server for Java class file analysis and decompilation. Supports scanning Maven project dependencies, decompiling Java class files, and analyzing class methods. Environment variables MAVEN_REPO, JAVA_HOME, and CFR_PATH can be set to configure external data paths and tools.

MCP Android Agent

nim444

Community

用于自动化 Android 设备的 MCP 服务器,采用 uiautomator2。需要安装 Python 3.13+、Android Debug Bridge (adb),并将其添加到 PATH 中,同时连接一台启用 USB 调试的 Android 设备。

MCP Application Implementation

kyopark2014

Community

提供基于Python的轻量级stdio传输服务器的MCP(Model Context Protocol)服务器,用于使用AWS Lambda的增强检索(Retrieval-Augmented Generation, RAG)。支持外部数据源,如arXiv、ChEMBL、ClinicalTrials.gov和PubMed。服务器代码会触发AWS Lambda函数进行知识检索和评分。