Discover Awesome MCP Servers

corpusiq

Cross-source attribution across 37+ business tools. True ROAS in 14 seconds. Not a dashboard. A decision.

mcp_repo_9610b307

这是一个由 MCP 服务器的测试脚本为 GitHub 创建的测试仓库。

XcodeMCPWrapper

A Python wrapper that makes Xcode's MCP bridge compatible with strict spec-compliant clients like Cursor by fixing response formatting. It enables AI assistants to build projects, run tests, and query Xcode project data through the Model Context Protocol.

STRING MCP Server

Provides access to the STRING protein-protein interaction database for mapping identifiers, retrieving interaction networks, and performing functional enrichment analysis. It enables users to explore protein partners, pathways, and cross-species homology through natural language interactions.

zuul-mcp

MCP server for Zuul CI/CD with 25 tools for builds, pipelines, queue management (enqueue/dequeue/promote), infrastructure visibility, and autohold management. Supports stdio, HTTP, and SSE transports.

Junction41 MCP Server

MCP server for the Junction41 platform, providing 125 tools for agent lifecycle, jobs, workspace, payments, bounties, and more, enabling LLMs to interact with Junction41.

sendook-mcp

MCP server for Sendook - an AI email communication platform. Enables AI agents to send and receive emails, manage inboxes, threads, and webhooks programmatically.

mundane-mcp

Exposes the Mundane agent-to-human marketplace as MCP tools, enabling agents to post tasks, search workers, and make offers.

PhoneLCDParts MCP Server

A web scraping server that retrieves product information (name, price, URL, image) from phonelcdparts.com for any search query.

MCP Server for Google Ads Meta Ads GA4

Automates marketing workflows across Google Ads, Meta Ads, and GA4, enabling content generation, scheduling, and analytics via a multi-agent pipeline.

cmuxlayer

Terminal multiplexer MCP server for orchestrating parallel AI agents. Manages workspaces, panes, surfaces with send_input/read_screen/spawn_agent/stop_agent tools. Supports Claude Code, Codex, Gemini, Cursor CLI agents with lifecycle management, browser automation, and agent status push via Claude --channels.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing MCP servers using TypeScript, featuring calculator and greeting tools as examples, plus resource management capabilities.

Apollo.io MCP Server

将 Apollo.io API 功能作为工具公开的 MCP 服务器

TypeScript MCP Server Boilerplate

A starter project for rapidly developing Model Context Protocol servers using TypeScript and the official SDK. It includes pre-implemented examples of tools and resources to help developers jumpstart their custom MCP server development.

scandomain-mcp

MCP server that enables AI agents to search domain, IP, port, service, title, ICP, server header, and component assets via the SCANDOMAIN API using Quake-style DSL queries.

SchemaCrawler AI MCP Server

Enables AI agents to interactively interrogate database schema metadata using SchemaCrawler.

mcp-video

An MCP server that enables LLMs to analyze video content by extracting frames as base64 images and retrieving video metadata using ffmpeg.

java-jdtls-mcp-server

A high-performance MCP server that bridges AI agents with Java codebases, providing professional-grade Java language intelligence via Eclipse JDT.LS.

Scanpy-MCP

Provides a natural language interface for scRNA-Seq analysis using the Scanpy library, supporting operations such as data preprocessing, clustering, and visualization. It enables AI agents and clients to perform complex single-cell transcriptomics workflows through the Model Context Protocol.

PodMaster

Local podcast transcription, embedding, and semantic search with an MCP server for AI assistant integration. All processing runs on your machine.

Agent Coherence — Stale Write Guard (FS)

Coherence guard for shared files: when two agents write the same file, the stale writer is denied instead of silently overwriting, then reacquires and retries. Single-host, TLA+-verified.

mcp-docs

Generic MCP server that exposes Markdown documentation to LLMs, enabling them to search and answer questions about any software documentation.

SourceSync.ai MCP Server

一个模型上下文协议服务器，使人工智能模型能够与 SourceSync.ai 的知识管理平台交互，从而管理文档、从各种来源摄取内容并执行语义搜索。

Jira MCP Server

Enables Jira integration for comprehensive issue management, board operations, time tracking, and project management through natural language.

Stellar Agent Merchant Lab

An MCP server for AI agents to purchase resources via Stellar testnet USDC, handling quotes, purchase URLs, and merchant receipts.

MCP Hub

A TypeScript gateway for Model Context Protocol servers that aggregates multiple downstream MCP servers, providing tool discovery, routing, smart search, and recommendations.

kysigned-mcp

Enables management of e-signature envelopes — create, check status, list, send reminders, and void — through natural language.

gnuradio-mcp-server

Enables natural language control of a live GNU Radio SDR flowgraph, allowing users to tune frequencies, adjust gain, capture IQ samples, analyze spectra, and detect signals through an MCP-compatible client.

meok-mcp-injection-scan-mcp

Scans MCP servers for prompt-injection, tool-poisoning, and SSRF vulnerabilities using 30+ canonical rules across 5 severity tiers, with optional signed safety reports for procurement.

Job Search MCP Server

Enables searching for AI/ML internships and entry-level positions across multiple job sites including LinkedIn, Indeed, Glassdoor, ZipRecruiter, and Monster. Automatically filters for Python proficiency and relevant AI/ML skills while providing structured job data with application URLs and detailed requirements.