Discover Awesome MCP Servers

Guck MCP Server

Guck is a tiny, MCP-first telemetry store for agentic debugging. It provides token-efficient log analytics by capturing JSONL telemetry events and exposing a minimal MCP toolset for fast, filtered queries.

CodeGuardian MCP

Validates AI-generated code against actual codebases to catch hallucinations, dead code, and API mismatches before runtime.

secop-mcp-server

An MCP server to query Colombian public procurement data from SECOP I and II in real time, enabling contract research, transparency oversight, and data journalism.

calculator-mcp-server

MCP server providing Claude with advanced mathematical capabilities including symbolic math, statistics, and matrix operations.

ms-365-admin-mcp-server

A Model Context Protocol server for Microsoft 365 administration using Graph API application permissions, enabling security monitoring, identity audits, incident response, and service health management.

LetsFG

Agent-native travel search. 5 second flights & hotels $50 cheaper. Free forever for the first 1000 Stargazers.

typescript-mcp-server-boilerplate

A boilerplate for building and deploying MCP servers on Vercel, featuring example tools like greeting, calculator, weather, and Hugging Face image generation.

good-comfyui-mcp

MCP server for generating AI images with local ComfyUI, featuring a reference-image-to-replication toolchain including Danbooru tag lookup, local Ollama vision, deobfuscation, and Civitai LoRA search/download.

Remote MCP Server (Authless)

Deploys a remote MCP server on Cloudflare Workers without authentication, allowing connection from AI Playground or local clients via mcp-remote proxy.

GitHub PR Analysis MCP Server

Enables the analysis of GitHub Pull Requests to extract metadata, commits, and code changes for structured AI insights. It also supports the optional creation of Notion pages to store and organize the resulting analysis.

walletwallet-mcp

Exposes the WalletWallet pass API as MCP tools for creating and updating digital passes, supporting Google Wallet links and usage checks.

PlanTool

An MCP server that interviews users to capture project planning facts into SQLite and enforces mechanical gates to ensure structured progress.

Futuristic Risk Intelligence

Geopolitical conflict risk data for AI agents

ZenTao MCP Server

Enables LLMs to interact with ZenTao project management system, supporting project and task management operations including creating, querying, and updating projects and tasks through natural language.

Debugg AI MCP

Debugg AI MCP

PostgreSQL MCP Server

A Model Context Protocol server that enables connecting to PostgreSQL databases and executing queries, listing tables, retrieving schema, and obtaining database statistics through MCP tools.

Box MCP Proxy Server

A proxy server that bridges MCP clients with Box's remote MCP server, handling OAuth 2.0 authentication and message forwarding over HTTP.

Clash Control MCP

Enables AI agents to safely read, audit, and manage Clash Verge Rev / Mihomo configuration with read-only and controlled runtime operations.

OpenCut Controller

Enables AI models to fully automate and control the OpenCut Video Editor through a comprehensive set of MCP tools for timeline manipulation, scene management, media handling, and rendering.

ssuMCP

숭실대학교의 모든 정보 제공과 자동화 에이전트 기능을 MCP 표준 도구로 제공하는 공개 서버 지속적으로 업데이트 및 기능 추가 중입니다 공개 도구 •학식 - 학생식당·도담식당·기숙사(레지던스홀)등 모든 식당 메뉴 및 식당정보 •시설 - 캠퍼스 내 카페·편의점·복사 등 검색 •도서관 - 좌석 실시간 조회 / 도서 검색 •공지사항 - 최신 공지 목록·키워드검색·학과별공지 등 개인 도구 요청시 로그인 URL을 받아 한 번 로그인하면 이후 모든 개인 도구를 사용 가능 •u-SAINT - 시간표, 성적, 채플 정보, 졸업요건, 장학금 내역 등 •LMS - 현재 학기 미제출 과제·퀴즈목록 등 •도서관 - 대출 현황 및 반납 기한(예약 현황 및 예약 자동화 에이전트 도입 예정)

Clixon MCP Server

Enables AI agents to fetch and query network device configurations from Clixon-based or other RESTCONF-capable devices. It provides tools to extract specific configuration sections, such as interfaces and routing, through the Model Context Protocol.

MCP Protocol Validator

Conjunto de testes para validar implementações de servidores MCP em relação à especificação do protocolo MCP aberto. Ajuda os desenvolvedores a garantir a conformidade e a interoperabilidade do protocolo.

heraldic-blazonry-mcp

Translates heraldic blazon descriptions into structured visual parameters for image generation, leveraging 900 years of heraldic compositional rules.

Kernora Agent Security

Provides a zero-install security baseline for AI coding agents, with tools to retrieve curated security rules and check actions against them for self-correction.

MCP Merchant Scout

An MCP server that wraps the Universal Commerce Protocol (UCP) Discovery and Catalog capabilities, letting you search and compare products across UCP merchants directly from Claude.

Retro Diffusion MCP Server

Generate real pixel art — sprites, animations, and tilesets — from any MCP-capable AI assistant. Grid-aligned pixels, controlled palettes, transparent backgrounds, with cost estimation always free.

MCP Security Auditor

An LLM-powered vulnerability auditor for MCP servers that catches semantically-equivalent attacks by using a local LLM grounded by retrieval against known attack patterns.

GitLab MCP Server

Enables GitLab integration through MCP, supporting code review and project management via natural language.

PubRecords MCP

Aggregate US business filings, SEC reports, federal court cases, federal spending awards, and professional licenses through a single MCP server.

nidonnaesan

Enables reviewers to find sponsorship campaigns, assess their value, and generate application messages via a conversational interface. It integrates with Korean review platforms and provides tips for increasing selection rates.