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

Proyek ini mendemonstrasikan arsitektur agen real-time yang terpisah (decoupled) yang menghubungkan agen LangGraph ke alat bantu jarak jauh yang dilayani oleh server MCP (Modular Command Protocol) khusus. Arsitektur ini memungkinkan sistem multi-agen yang fleksibel dan terukur di mana setiap alat bantu dapat di-host secara independen (melalui SSE atau STDIO), menawarkan modularitas dan eksekusi yang dapat di-deploy di cloud.

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)

Server ini terintegrasi dengan GitHub Advanced Security untuk memuat peringatan keamanan dan membawanya ke dalam konteks Anda. Mendukung Peringatan Keamanan Dependabot, Peringatan Pemindaian Rahasia, Peringatan Keamanan Kode.

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

Inspire MCP Server

A Model Context Protocol server that enables searching for similar images by text description, integrating Inspire's backend image search capabilities with LLM interfaces like Claude Desktop.

Kion MCP Server

Enables interaction with the Kion platform for cloud cost management, governance, and compliance through natural language.

BBOT MCP Server

Enables users to run and manage BBOT security scans through the MCP interface. Provides comprehensive tools for executing reconnaissance scans, monitoring progress, and retrieving results with support for concurrent scanning operations.

pepys-mcp

Enables AI agents to transcribe audio and video with speaker labels, timestamps, and captions via Pepys API.

Awesome Remote MCP Servers

Daftar server Model Context Protocol (MCP) jarak jauh berkualitas tinggi yang dikurasi dan berdasarkan opini.

linkd-mcp-server

Bridges the Linkdfund smart contract layer to MCP-compatible AI clients, exposing Soroban escrow management, milestone tracking, and cross-layer expenditure audit tools as callable XDR envelopes.