Discover Awesome MCP Servers

Google Ads MCP Server

A comprehensive Google Ads API integration for AI assistants through the Model Context Protocol. This server enables Claude AI and other MCP-compatible clients to manage Google Ads campaigns, analyze performance, and execute GAQL queries with natural language commands.

GoHighLevel MCP Server

Connects AI assistants to GoHighLevel CRM via MCP, enabling full sub-account automation with 269+ tools for contacts, messaging, sales, marketing, and more.

Git Mob MCP Server

Enables management of co-authors for pair and mob programming sessions by automatically appending Co-authored-by trailers to git commit messages. It allows users to add, list, and configure team members as active co-authors using the git-mob CLI.

Computer Index

A personal file-indexing MCP server that provides semantic and keyword search over a file index, plus file content lookup and browsing. It enables agents to search and retrieve files from a user's home directory.

make-mcp

This MCP server provides integration with Make.com (formerly Integromat) for workflow automation. It is now deprecated and replaced by Make's official cloud MCP.

Bear Notes MCP Server

Enables AI assistants to interact with Bear Notes databases, providing note access, intelligent search, and relationship analysis.

Upstox-MCP-server-Integration

Enables interaction with the Upstox trading API via natural language to fetch user profile, funds, holdings, positions, orders, and trades.

ai-dev-mcp-server-test-1743930903451

AI 기반 개발 MCP 서버

mcp-server-appointment-management

이 프로젝트는 데이터베이스의 약속 데이터를 관리하기 위해 설계된 Java 기반 MCP (Model-Context-Protocol) 서버입니다. 데이터 접근 및 조작을 위한 내부 도구를 제공하는 모듈식 프레임워크를 제공하며, AI 기반 기능을 기본적으로 지원합니다.

console-bridge

Captures and queries browser console logs from all tabs, enabling AI assistants to debug web applications with search, filtering, and custom debugging playbooks.

Node Code Sandbox MCP

A secure Node.js execution environment that allows coding agents and LLMs to run JavaScript dynamically, install NPM packages, and retrieve results while adhering to the Model Control Protocol.

Radar

Radar is an open-source Kubernetes observability and diagnostics MCP server. It exposes cluster health, workload diagnosis, logs, events, topology, audit findings, and remediation actions to AI agents through the Model Context Protocol.

Twilio Frontline MCP Server

An MCP server that enables interaction with Twilio Frontline API for customer communication workflows, auto-generated using AG2's MCP builder.

Audio Sonic MCP

Enables local, private analysis of YouTube URLs and local audio files to extract BPM, key modulations, vocal presence, transient punch, stereo width, and CLAP vibe embeddings, returning structured sonic signatures for AI agents and CLI users.

MCP Lab Workshop

An MCP server that enables real-time control of an interactive dashboard on Cloudflare Workers, with tools to toggle features, update stats, set messages, and simulate traffic.

Telegram MCP Server

Enables sending Telegram messages via the Model Context Protocol. Supports text formatting with HTML and Markdown.

brainstorm-mcp

Connects Claude or any MCP client to a Brainstorm Board workspace via SSO, enabling note management, reading/writing markdown notes, and fetching attachments through natural language.

splunk-mcp-server

A lightweight, extensible MCP server for Splunk Enterprise that enables secure, async, chat-based interaction with Splunk data via Claude Desktop or any MCP-compatible agent.

docs-cache-mcp

A local MCP server that fetches official library documentation (llms.txt-first), caches it to disk, and serves relevant sections to coding agents offline with deterministic retrieval.

Clinical Intelligence MCP Server

Enables searching clinical trials, PubMed, Open Targets, and openFDA data, with optional Vertex AI grounding for regulatory context.

Thoughtproof-mcp

Adversarial multi-model reasoning verification for AI agents. Claude, Grok, and DeepSeek challenge each decision — returns ALLOW or HOLD with JWKS-signed attestation. x402-gated on Base.

DPF

AI-powered data integration platform. Onboard users and run DPF data workflows.

calibre-mcp

Enables conversational management of a Calibre ebook library via MCP, including search, metadata editing, adding, converting, deduplicating, removing, and emailing books with human-in-the-loop safety.

Saroday MCP Server

Enables Korean Saju (Four Pillars of Destiny) calculation and myeongni-hak glossary lookup via MCP, allowing AI clients to compute accurate saju analysis and look up fortune-telling terms.

Postgres MCP Server

An AI database assistant that connects AI clients to a PostgreSQL database for schema exploration, safe querying, and LLM-powered SQL generation and reasoning.

mcp-art

Enables searching the Metropolitan Museum of Art collection by subject, artist, or keyword, retrieving detailed artwork information, and listing curatorial departments via natural language.

DeepSeek Vision Bridge

Bridges text-only AI models to Google Gemini for image analysis, providing structured visual descriptions, object detection, and answers to image-based questions via MCP.

mpc-test

MCP 프로토콜의 모든 기능을 실행하는 MCP 서버

SignalGrid MCP

An MCP server that exposes macOS-native device trust signals — the facts about a Mac that cannot be gathered from a Linux container or a cloud runner. All tools are strictly read-only.

Redacted Context MCP

Provides redacted access to a private local knowledgebase for coding agents, allowing them to inspect files while hiding sensitive names and identifiers.