Discover Awesome MCP Servers

Organization Policy API Server

An MCP Server that enables interaction with Google's Organization Policy API, allowing users to manage organization policies that control resource behavior within Google Cloud environments.

Shadcn Registry manager

MCP server for Shadcn UI, enabling automated, remote, or containerized project management via local or remote registries

MCP Software-Engineering RL Environment

Enables reproducible evaluation of AI coding agents by exposing repository inspection, code editing, test running, and deterministic verification through MCP tools.

ChatGPT App Starter MCP Server

Enables building ChatGPT apps with custom UI widgets via a minimal Node.js MCP server, allowing tools to return structured content rendered in an iframe widget.

MCP Port Manager

A Model Context Protocol (MCP) server for managing port registrations on your computer. Keep track of which applications are using which ports, find free ports, and maintain a central registry of port allocations.

code-agent-mcp

A delegation socket MCP server that enables a driver code agent to hand off subtasks to a cheap local worker (e.g., OpenCode) via a single MCP tool call and pick up results asynchronously without breaking flow.

Haiku RAG

Agentic RAG server for document management, hybrid search, question answering with citations, and analytical code execution, powered by LanceDB and Pydantic AI.

fal.ai MCP Server

MCP server for interacting with the fal.ai API — run AI models, submit jobs, and manage media generation workflows from Claude or any MCP-compatible client.

mermaid-to-jpeg-mcp

A local MCP server for Cursor that converts Markdown files and Mermaid diagrams to JPEG images with configurable dimensions and quality.

excalimaid

Converts Mermaid diagrams into Excalidraw diagrams, serves them locally, and opens the result in your browser.

Work Integrations MCP

An MCP server that enables interaction with Jira to fetch issues by key and perform JQL searches. It provides a foundation for integrating multiple work systems, with planned support for Slack and GitHub.

Claude Desktop Research MCP Server

Enables searching, retrieving, and reading academic papers from arXiv while analyzing citation networks via Semantic Scholar. It allows users to extract full-text content from PDFs and explore references or citations sorted by impact.

metagraphed

MCP server that enables AI agents to explore Bittensor subnets, check their health and economics, and discover their public APIs and schemas.

Weather MCP

Provides weather data from Open-Meteo with location search, current conditions, and forecasts, and can render an interactive dashboard directly in MCP hosts.

Sirenic

Provides official French and European company data (INSEE Sirene, INPI RNE) for AI agents via pay-per-call USDC on Base, including search, profiles, KYB, sanctions screening, financials, and more.

Scientific Paper Harvester MCP Server

Provides real-time access to over 200 million scientific papers and full-text extraction from major academic sources including arXiv, OpenAlex, and PubMed Central. It enables users to search, fetch metadata, and analyze citations across multiple research disciplines through a unified Model Context Protocol interface.

telegram-mcp

Enables use of a personal Telegram account within MCP clients for reading and sending messages, searching chats, and managing media, all running locally.

AI Sticky Notes MCP Server

Enables AI assistants to manage local sticky notes, allowing users to add, read, retrieve the latest note, and generate AI summaries through natural language.

MCP Server

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scra

Enables web search via DuckDuckGo and content extraction from URLs using Readability.js.

Postgres MCP Pro Plus

An extended PostgreSQL management and analysis server that provides database professionals with tools for schema management, query optimization, performance monitoring, and health analysis through a collection of specialized functions.

oromi-agent-services-mcp

Provides 25 pay-per-call tools from agents.oromi.co.uk (business, property, verification, web, crypto) into MCP-capable models, with quote mode for browsing and paid mode using x402.

@rotifer/mcp-server

Self-evolving AI Agent framework — search, compare, and install Genes ranked by Arena fitness via MCP

Finizi B4B MCP Server

Enables AI assistants to interact with the Finizi B4B platform through 15 comprehensive tools for managing business entities, invoices, vendors, and products. Features secure JWT authentication, automatic retries, and full business-to-business workflow integration through natural language commands.

Vistoya

The Vistoya MCP server gives AI agents direct access to a curated, multi-brand fashion catalog. Agents can search by structured filters, discover products through natural language, find similar items, and retrieve full product details — all over a single Streamable HTTP connection.

CodeRAG

Enables natural-language Q&A over codebases via MCP, using AST-aware chunking, hybrid retrieval, reranking, and call-graph expansion to answer with file:line citations and impact analysis.

TimeCamp MCP Server

A Model Context Protocol server that provides time tracking integration with TimeCamp, allowing AI assistants to create, retrieve, update, and delete time entries through natural language commands.

Keboola API Documentation MCP Server

Give your AI agents instant access to Keboola API documentation. Search endpoints, get parameter details, and generate curl examples—all through MCP tools.

claude-design-mcp

Bridges Claude Code with Claude Design, enabling sending design instructions, reading replies, and pulling generated files into the codebase.

mcp-rap-migrator

MCP server that migrates SAP Module Pool programs to RAP applications interactively, using AI and SAP ADT REST APIs with human approval at each step.