Discover Awesome MCP Servers

SandboxRunner

Enables AI assistants to securely execute Python and C++ code snippets inside disposable, isolated Docker containers and receive structured results.

MCPyDoc

Provides real-time access to Python package documentation, source code, and symbol search to prevent AI hallucinations.

Ocean MCP

Enables LLMs to work with Copernicus Marine ocean data through semantic tools for dataset discovery, metadata retrieval, recommendation, validation, point time-series extraction, area statistics, subsetting, and computation without exposing raw API plumbing.

Android DevTools MCP

Enables an agent to inspect and interact with Android emulators or physical devices via ADB, capturing UI snapshots, tapping nodes, typing text, and reading app logs.

SkillSearch

Indexes every skill across all installed plugins and enables the agent to find them instantly via BM25 search through an MCP tool.

scholarfetch

Enables MCP agents to search academic literature across multiple scholarly engines, explore papers, authors, and references, inspect abstracts and full text, maintain saved paper collections, and export citations, BibTeX, abstracts, or full-text corpora.

MCP-BOE

Enables LLMs like Claude to query the official Spanish BOE API for consolidated legislation, daily summaries, and auxiliary government tables.

MCP WooCommerce Server

Enables AI assistants to interact with WooCommerce stores through 37 specialized tools for managing products, orders, customers, categories, and coupons. Includes n8n webhook integration for automated e-commerce workflows and is optimized for Docker deployment on EasyPanel.

MCP Atlassian

Enables AI assistants to interact with Atlassian Confluence and Jira for searching, updating, and managing content and issues.

Research Desk MCP

Enables AI assistants to manage structured research ideas and retrieve recent arXiv papers by idea ID, automatically generating Markdown reports.

Aseprite MCP Tools

Enables AI assistants to control Aseprite for creating pixel art and animated sprites, with 104 tools covering canvas, drawing, animation, palettes, effects, and more.

gmail-fan

Synchronizes multiple Gmail and Google Workspace accounts into a local SQLite database and exposes search and mailbox operations through a stdio MCP interface.

mcp-treasury-fiscal

Enables querying US Treasury Fiscal Data through the Treasury Fiscal Data API, providing access to financial data such as debt, spending, and revenue.

Oman Payments MCP

A remote MCP server that enables AI agents to accept payments in Oman via Tap Payments hosted checkout, with tools to create payment links and query payment status.

mcp-github-explorer-server

MCP server for exploring GitHub public data. It provides tools to fetch user profiles, list top repositories, and calculate language usage statistics, which AI agents can invoke dynamically.

remote-mcp-server-authless

Deploy a remote MCP server on Cloudflare Workers without authentication, enabling tool integration with AI clients like Cloudflare AI Playground and Claude Desktop.

be2-mcp

A governance MCP server that lets employees use natural language to safely execute batch operations on the be2 product backend, featuring draft-only human approval, identity pass-through, and full audit trails.

GroupDocs.Viewer MCP Server

Enables AI agents to render document pages as images and retrieve document info (file type, page count) via tools like RenderPage and GetViewInfo.

mcp-server-entity-enricher

Hosted MCP server for structured knowledge extraction and entity enrichment, allowing users to author JSON schemas, enrich entities using multiple LLM providers, and benchmark model performance.

docsGround

Enables AI coding agents to search, index, and manage documentation libraries with hybrid retrieval and live web fallback, all self-hosted and offline.

credential-broker-mcp

A local-first MCP server that lets AI agents use gated APIs without holding keys, enforcing declarative policies, injecting secrets server-side, and auditing access without content.

mcp-SADE-ME

A Model Context Protocol server that provides real-time access to Spanish electricity demand, weather data, and generation mix, enabling AI agents to analyze and summarize energy information.

@centry-digital/bukku-mcp

MCP server enabling AI assistants to manage invoices, contacts, products, and other accounting data through the Bukku API.

obsidian-mcp

Connects Claude to a local Obsidian vault, enabling listing, reading, searching, and optionally editing notes via natural language, with all operations running locally.

hevy-coach-mcp

MCP server for Hevy that fetches live workout data and computes analytics like e1RM, PRs, volume, and consistency, while enabling writes for routines, folders, and body measurements without modifying workout history.

valorem-mev-mcp

Gives MCP-compatible LLM agents direct access to real-time MEV and DeFi data via Valorem's x402-paid API endpoints, with payments in USDC on Base mainnet.

Scenic MCP

A Model Context Protocol server that enables AI-driven automation and testing of Scenic Elixir applications through a TCP connection.

opendock-mcp

An MCP server that connects AI assistants to the Opendock Neutron API for managing dock scheduling, appointments, warehouses, and related operations.

ACP to MCP Adapter

Bridges Agent Communication Protocol (ACP) agents with Model Context Protocol (MCP) applications, allowing MCP clients such as Claude Desktop to discover and invoke ACP agents as tools and resources.