Discover Awesome MCP Servers

semfora-error-reporter

Provides tools for logging, confirming, and triaging issues with the semfora-engine, enabling AI agents to report bugs discovered during workflows.

Understand-Anything MCP Server

Bridges codebase structural analysis, architectural rules, and CI/CD validation with MCP clients, enabling LLMs to check blast radius and prevent breaking changes.

Ollama_MCP_Guidance

Ollama API와 상호 작용하기 위한 표준화된 인터페이스를 제공하는 모델 컨텍스트 프로토콜 서버입니다. JSON 응답, 오류 처리, 그리고 LLM 기반 API 호출에 대한 지능적인 안내를 제공합니다.

tickiti-mcp

An MCP server that exposes the Tickiti helpdesk API to AI assistants, enabling ticket management and helpdesk operations via natural language.

CO2 Sensor MCP Server

A Node.js application that provides a JSON-RPC interface to interact with CO2 sensor data, working in both simulation mode and with real Raspberry Pi Pico hardware connections.

trinity-local

Enables running AI councils across Claude, GPT, and Gemini, synthesizing answers based on your personal taste lens, all locally without an API key.

mcpo-docker

mcpo 도구를 위한 Docker 이미지 예시입니다. mcpo는 MCP (Model Context Protocol) 서버를 OpenWebUI를 위한 OpenAPI 호환 HTTP 엔드포인트로 노출합니다.

cortex-mcp

An MCP server for the Cortex observable analysis and active response engine. It enables LLMs to automate security investigations by running analyzers on observables like IPs and URLs and executing automated response actions.

CreatorOS AI

MCP server that enables AI-powered content generation in multiple formats using Google Gemini and Tavily real-time research, accessible via MCP-compatible clients.

cadex-mcp

MCP server for CAD Exchanger SDK that enables loading, inspecting, and exporting CAD models via a path-based cache.

Zoho Inventory MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Zoho Inventory (beta): https://www.cdata.com/download/download.aspx?sku=KZZK-V&type=beta

mcp-server-steam

Integrates with Steam Web API to enable querying user profiles, game libraries, store data, and community features like reviews and workshop items.

Tesouro Nacional: Capacidade de Pagamento (CAPAG)

Enables consulting the Brazilian Treasury's Payment Capacity (CAPAG) data through an MCP server, providing official information via natural language.

claude-memory

A persistent memory MCP server for Claude Code that enables long-term recall across sessions via hybrid search, code intelligence, and tools for reading/writing memory.

tripwire-guard

Provides a local, read-only MCP server that scans untrusted text for prompt-injection and returns an allow/review/block decision with evidence. It runs entirely on-device with no network requests and redacts sensitive strings by default.

Mailing Manager MCP

Enables AI assistants to manage multiple email accounts with secure credentials, local full-text search, thread-aware replies, and automation.

Fetch MCP Server

Enables LLMs to retrieve and process web content by fetching URLs and converting HTML to markdown, with support for chunked reading and customizable user-agents.

Dokmatiq DocGen

PDF/DOCX/Excel generation from HTML/Markdown with stationery overlay, ZUGFeRD/XRechnung e-invoicing, digital signing, form filling, and AI receipt OCR with DATEV/SKR03 export.

YRB-HES Evidence MCP

A read-only MCP server for evidence retrieval in Yellow River Basin human–earth systems reviews, exposing PostgreSQL-backed tools for searching and comparing evidence, entities, and spatiotemporal data while preserving source provenance.

Mnemosyne

Provides persistent memory for LLM applications, enabling AI assistants to remember user preferences, facts, and conversation history across sessions.

MkDocs Material MCP Server

Enables searching and retrieving documentation from MkDocs Material-powered sites.

Scopus MCP Server

Provides access to the Elsevier Scopus API, enabling AI assistants to search for academic papers, retrieve detailed abstracts, and look up author profiles. It facilitates bibliometric research and scholarly data analysis through natural language commands.

JedSearch MCP Server

Enables web search and page content extraction with JavaScript rendering via Playwright, with HTTP fallback and retry logic.

Notion MCP Server

Claude와 같은 AI 어시스턴트가 Notion 워크스페이스에 연결되어 Notion 데이터베이스, 페이지, 콘텐츠 블록을 보고, 검색하고, 생성하고, 업데이트할 수 있도록 하는 모델 컨텍스트 프로토콜 서버입니다.

Jokes MCP Server

Enables users to fetch various types of jokes including Chuck Norris and Dad jokes through an MCP server that integrates with Microsoft Copilot Studio and GitHub Copilot.

spectra-mcp

An MCP server that provides LLMs with a fingerprint-randomized Firefox browser for web browsing, clicking, typing, and taking screenshots, using invisible_playwright.

N-central MCP Server

Exposes N-able N-central REST API as MCP tools for managing devices, organizations, users, and more, with support for read-only, write, and full write modes.

Capacities MCP Server

Provides seamless integration with Capacities knowledge management system, allowing Claude to list spaces, retrieve space information, search content, save weblinks, and add content to daily notes.

DuckDuckGo MCP Agent

A minimal, production-ready MCP server enabling LLMs to perform web searches via DuckDuckGo without API keys, supporting SSE streaming and LM Studio compatibility.