Discover Awesome MCP Servers

code-shot

Renders source code as beautiful SVG or PNG images with syntax highlighting, line numbers, and diff support. Ideal for AI agents to present code visually to humans or for sharing snippets.

mcp-server

Provides instructions and code to set up an MCP server using FastMCP, enabling tool creation for LLM interaction, with an example project for extracting product information from Amazon links.

TestRail MCP Server

Enables AI assistants to interact directly with TestRail instances for managing test projects, suites, cases, runs, results, plans, milestones, and attachments through the TestRail API with secure authentication.

CoinCap MCP Server

Provides access to CoinCap's cryptocurrency market data and technical analysis tools via MCP, supporting assets, exchanges, markets, and more.

HiveMind

Enables AI agents to contribute and search a shared knowledge commons, so that solutions learned by one agent become available to all connected agents.

Bitrix24 MCP Server

Enables AI agents to interact with Bitrix24 CRM through standardized MCP tools, including searching and managing contacts, deals, leads, tasks, and replying in chats.

Open Notebook MCP Server

Enables AI assistants to manage notebooks, sources, notes, search content, and interact with AI models through Open Notebook.

Meta Ads MCP

A Model Context Protocol server that allows AI models to access, analyze, and manage Meta advertising campaigns, enabling LLMs to retrieve performance data, visualize ad creatives, and provide strategic insights for Facebook and Instagram platforms.

Amazon Q Web Documentation Reader

Enables intelligent navigation and extraction of documentation from websites, allowing Amazon Q to automatically discover relevant pages, extract clean content, and retrieve code examples from web documentation.

zenodo-mcp

An MCP server for discovering, retrieving, citing, and evaluating scientific records from the Zenodo repository.

Ghost MCP Server

Enables to manage Ghost CMS instance using LLM interfaces. Supports comprehensive CRUD operations on posts, members, newsletters, offers, tags, tiers, users, and webhooks.

OpenAPI MCP Server

A generic MCP server that dynamically converts OpenAPI-defined REST APIs into tools for LLMs like Claude. It supports multiple authentication methods and transport protocols, enabling seamless interaction with any OpenAPI-compliant API.

ai-visibility-mcp

Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini.

dynatrace-mcp

This remote MCP server allows interaction with the Dynatrace observability platform. Bring real-time observability data directly into your development workflow.

RunPod MCP Server

Enables interaction with the RunPod REST API to manage GPU pods, serverless endpoints, templates, network volumes, and container registry authentications through natural language.

test-mcp-glama

test-mcp-glama

cisco-mcp

Enables LLMs to run read-only show commands on Cisco IOS/IOS-XE and Nexus switches over SSH, with a two-account model for privilege separation and a fail-closed allowlist for safety.

conversation-history-mcp

A local MCP server that indexes and searches your Claude Code conversation history with both keyword and semantic search, fully private and running locally.

Part 1. Real-Time LangGraph Agent with MCP Tool Execution

이 프로젝트는 LangGraph 에이전트를 사용자 정의 MCP(모듈형 명령 프로토콜) 서버에서 제공하는 원격 도구에 연결하는 분리된 실시간 에이전트 아키텍처를 보여줍니다. 이 아키텍처는 각 도구를 독립적으로 호스팅(SSE 또는 STDIO를 통해)할 수 있는 유연하고 확장 가능한 다중 에이전트 시스템을 가능하게 하여 모듈성과 클라우드 배포 가능한 실행 파일을 제공합니다.

simplifier-mcp

An MCP (Model Context Protocol) server that enables integration with the Simplifier Low Code Platform. This server provides tools and capabilities for creating and managing Simplifier Connectors and BusinessObjects through the platform's REST API.

Skydeo Landing MCP

Enables creating, previewing, and revising Skydeo landing pages with authenticated Sandbox previews and draft state management.

mcp-bash

A framework for building Model Context Protocol (MCP) servers using pure Bash scripts, allowing for the creation of tools, resources, and prompts without Node.js or Python runtimes. It provides a complete implementation of the MCP spec compatible with any environment running Bash 3.2+ and jq.

GHAS MCP server (GitHub Advanced Security)

이 서버는 GitHub Advanced Security와 통합되어 보안 알림을 로드하고 사용자 환경에 적용합니다. Dependabot 보안 알림, 비밀 스캔 알림, 코드 보안 알림을 지원합니다.

DocImprint Document Intelligence

Verifiable document intelligence for AI agents. Extract text, tables, and structured data from PDFs and URLs. Summarize, answer questions, check claims, and translate — all with cited evidence. Store tamper-evident evidence bundles with cryptographic signatures and on-chain attestation via Base L2. Cross-document semantic search and Q&A across named collections. Pay per call with USDC

queria

Enables MCP clients to query Japanese open data (e-Stat, 国土数値情報, EDINET, 気象庁 etc.) from Queria using SQL.

AgentContract MCP Server

Enables AI agents to create, sign, and enforce binding agreements with deliverables, deadlines, penalties, and a full lifecycle state machine.

Kong Konnect MCP Server

AI 어시스턴트가 자연어를 통해 Kong Konnect의 API 게이트웨이와 상호 작용할 수 있도록 지원하는 모델 컨텍스트 프로토콜 서버로, 분석 데이터 쿼리, 구성 검사, 컨트롤 플레인 관리 도구를 제공합니다.

Shell MCP

A production-ready MCP server that enables AI assistants to execute shell commands, manage files, monitor system resources, and automate complex workflows with advanced features like stock tracking and web automation.

Binance MCP Server

바이낸스 거래소를 위한 암호화폐 거래 인터페이스를 제공하는 모델 제어 프로토콜(MCP) 서버. 실시간 가격 가져오기, 계정 잔액 조회, 주문 생성/취소, 자동 차익 거래 전략과 같은 기능을 활성화합니다.

truthstack-mcp

Supplement safety MCP server for AI agents. FDA FAERS signals, CYP450 pathways, 584 compound aliases. Works with Claude Desktop, LangChain, CrewAI.