Discover Awesome MCP Servers

Agent Lab

Run and test agentic systems in isolated Docker sandboxes, varying system prompts, models, and task prompts while capturing full behavior traces via MCP tools.

xamp

MCP server that gives Claude Code and OpenCode direct access to your XAMPP MariaDB/MySQL databases, enabling database listing, table inspection, and read/write query execution.

Cryptair MCP Server

Enables AI agents to certify documents, prove agreements, and verify counterparty claims with on-chain receipts on Hedera Hashgraph. Provides tools for document certification, two-party attestation, and agent registration with zero-config setup.

Forge

Terminal MCP server for AI coding agents with persistent PTY sessions, ring-buffer incremental reads, headless xterm screen capture, multi-agent orchestration, and a real-time web dashboard.

Tribunal TSE: Situação Eleitoral

Consulta a situação eleitoral em fonte oficial do TSE de forma somente leitura, permitindo verificar dados eleitorais via uma única ferramenta.

REAPER MCP Server

A Model Context Protocol server that enables AI agents to create fully mixed and mastered tracks in REAPER DAW, supporting project management, MIDI composition, audio recording, and mixing automation.

understanding-mcp

A zero-dependency Node.js playground for debugging how MCP clients authenticate to an MCP server over HTTP.

Prizmad

Generate AI UGC video ads from any product URL in 5 minutes. Realistic AI avatars, natural voiceover, proven ad templates. No actors, no editing, no experience required.

XiaoZhi MCP Aggregate

A powerful interface for extending AI capabilities through remote control, calculations, email operations, knowledge search, and more.

Azure DevOps MCP Server

Enables AI assistants to interact with Azure DevOps APIs for managing projects, work items, repositories, pull requests, and pipelines through natural language.

AIO-Osint

All in one Osint tools

imo-rules-mcp

Provides offline semantic search and reading of IMO maritime rules (SOLAS, MARPOL, STCW, etc.) to AI clients via MCP.

Document360 MCP Server

Enables access to Document360 knowledge base content through simple GET operations. Allows searching, browsing categories, and reading articles from Document360 projects using natural language.

MCP Server for CAP

Enables Claude to interact with a document processing backend, providing tools for listing, retrieving, uploading, and processing documents, as well as resources for pending documents and statistics.

OceanBase Oracle MCP Server

Enables AI assistants to directly connect to OceanBase databases (Oracle mode) for querying, schema browsing, PL/SQL export, and execution plan analysis through MCP.

labs-catalog-mcp

Exposes an AI labs registry as MCP tools, enabling listing labs, retrieving lab details, and searching enterprise decisions.

OpenAI Tool Bridge

OpenAIの組み込みツール（ウェブ検索やコードインタープリターなど）をModel Context Protocolサーバーとしてラップする軽量なブリッジ。Claudeやその他のMCP互換モデルでこれらのツールを使用できるようにします。

llm-oracle

Provides real-time LLM pricing and availability data as an MCP server, enabling AI agents to make optimal model routing decisions at inference time with cited pricing sources.

Inbox MCP

Transform your inbox into an intelligent, LLM-powered assistant that manages, organizes, and streamlines email using conversational language. Compatible with Gmail, Outlook, iCloud, Yahoo, and IMAP services through Nylas v3 API.

mcp-rag

MCP server that enables semantic search over PDF documents using RAG with ChromaDB and OpenAI embeddings.

Blockbench MCP Bridge

Enables AI to control Blockbench for creating and editing 3D models, especially Minecraft-style pets, weapons, and animations, through structured MCP tools and reference image processing.

Appwrite MCP Template

Enables deploying stateless MCP servers on Appwrite Functions, supporting custom tools with JSON-RPC over HTTPS.

image-video-mcp

An MCP server that enables generating images via OpenAI and images/videos via Google Gemini (including Veo video generation), saving outputs to local asset folders. It integrates with Claude Code and any MCP client using your own API keys.

june-mcp

Official MCP server connecting hosts to a June knowledge graph for agent memory, search, and cited answers.

PageIndex MCP

A self-hosted MCP server for PageIndex's vectorless, reasoning-based document retrieval. It ingests PDFs into a hierarchical table of contents using an LLM and serves documents, structure, and page content via MCP tools.

FileManager MCP Server

Read-only MCP server for AI clients to browse and search project files securely, with configurable permissions, virtual paths, and key-based access.

browser-smoke

Enables browser automation and smoke testing via Playwright, with tools for navigation, DOM interaction, screenshots, network capture, and more.

Cloudflare Email MCP Server

Manages Cloudflare KV namespaces and automates email processing from ProtonMail Bridge to structured KV storage with folder mapping.

mcp-data-delaware

Query and explore Delaware Open Data datasets via Socrata API, including search, filtering, and metadata retrieval.

Pyrus MCP

Enables authorized employees and AI hosts to perform Pyrus operations over the Model Context Protocol (MCP) with production-grade security and observability.