Discover Awesome MCP Servers

trace-mcp

Framework-aware code intelligence MCP server that builds a cross-language dependency graph from source code. 53 integrations (Laravel, Django, Rails, Spring, NestJS, Next.js, and more) across 68 languages. 100+ tools for navigation, impact analysis, refactoring, security scanning, session memory, and CI/PR reports — up to 97% token reduction.

SolidWorks MCP Server

Connects Claude Code to SolidWorks via MCP protocol, enabling natural language control for creating 3D models.

Chirindo

A fail-closed cryptographic gate for the MCP tool-call boundary that intercepts tools/call requests, evaluates a policy, and either forwards or denies the call with signed receipts, providing tamper-evident evidence for AI agent actions.

Telegram MCP Server

Model Context Protocol server for Telegram. Let AI read, search, send, and forward your Telegram messages.

Google Calendar MCP Server

Enables language models to interact with Google Calendar through OAuth2 authentication, allowing creation, retrieval, listing, updating, and deletion of calendar events.

bdd-regression-test-generator

MCP server that analyzes OpenAPI/Swagger REST API contracts and generates BDD Gherkin feature files and TypeScript Jest regression test scripts.

zoho-books-mcp

A safety-gated MCP server for Zoho Books that enables AI agents to perform general-ledger writes, bank-feed categorization, and receipt attachments not exposed by Zoho's native connector, with hard guardrails preventing unauthorized actions on live data.

mcp-cloudflare-crawl

Enables LLMs to crawl websites via Cloudflare's Browser Rendering API, providing tools to start, monitor, cancel crawls, and retrieve structured content with AI extraction.

fastmcp4-cf

A Python MCP server on Cloudflare implementing the stateless MCP 2026-07-28 protocol, enabling load-balanced and scalable tool execution without session affinity.

Insights Knowledge Base MCP Server

A free, plug-and-play knowledge base server that provides access to 10,000+ insight reports with secure local data storage.

mcp-cheatengine

This MCP server integrates AI assistants with Cheat Engine on Windows, providing tools for process management, memory read/write, pointer resolution, AOB scanning, speedhacking, and Lua scripting via a local TCP connection.

Metsuke

Provides SDLC compliance verification as tools that AI agents can invoke, continuously monitoring and evaluating development processes.

Video Caption MCP Server

An MCP server that automatically transcribes video content and burns stylized captions directly into the video file. It leverages the Groq Whisper API for fast transcription and supports multiple visual styles tailored for social media and professional content.

tenant-mcp

Thin MCP server that proxies the personal Tenant service to Claude Desktop, enabling job match retrieval and application tracking.

Monolith

Unreal Engine 5.7 editor plugin that gives AI assistants full read/write access to Blueprints, Materials, Animation, Niagara, Config, and more via MCP. 119 actions across 9 domains, pure C++, embedded Streamable HTTP server.

Kayzen Analytics MCP Server

AI 모델이 자동 인증 및 보고서 관리와 같은 기능을 통해 표준화된 인터페이스로 Kayzen 광고 캠페인 데이터에 접근하고 분석할 수 있도록 하는 구현.

agentknows

MCP server for internet access across Western and Indian platforms, enabling reading, searching, and hot content retrieval from stocks, news, hackernews, YouTube, GitHub, and more.

mcp-inscription

AI 어시스턴트가 비트코인 오디널스 각인과 직접 상호 작용할 수 있도록 합니다. Goose 및 Claude Desktop과 원활하게 통합되어 트랜잭션에서 각인 콘텐츠를 검색하고 표시합니다.

Zen MCP Enhanced

An enhanced Model Context Protocol server that enables Claude to seamlessly collaborate with multiple AI models (Gemini, OpenAI, local models) for code analysis and development tasks, maintaining context across conversations.

atlassian-ai-toolkit-mcp

MCP server for AI assistants to interact with Atlassian Jira and Confluence Cloud APIs through typed tools and secure authentication.

FullScope-MCP

A comprehensive Model Context Protocol server for content summarization that supports web scraping, file reading, content summarization, and topic-based summarization features.

Serper Google Search Server

Serper API를 사용하여 Google 검색 기능을 MCP 지원 애플리케이션에 통합하여 풍부한 검색 결과, 구성 가능한 매개변수 및 효율적인 응답 처리를 제공합니다.

IntelliGlow

A Model Context Protocol (MCP) server that allows AI assistants like Claude to control real smart bulbs via UDP network communication, featuring voice commands, AI reasoning, and direct hardware control.

mcp-recall-md

Enables semantic search over local markdown note collections using vector embeddings, with real-time file watching and zero-config setup.

espresso-mcp

espresso-mcp

JIRA MCP Server

Provides comprehensive access to Jira Cloud and Data Center instances for managing issues, epics, and attachments with AI-optimized data cleaning. It supports relationship tracking and dual transport modes via STDIO and Streamable HTTP.

ChartMogul MCP Server

Enables interaction with the ChartMogul API to manage subscription data, customer relationships, and sales CRM activities. It allows users to retrieve key business metrics like MRR and churn while performing data operations on plans, invoices, and contacts.

Gift Finder MCP Server

Enables gift recommendations via Naver Shopping and nearby pickup store search via Kakao Local APIs.