Discover Awesome MCP Servers

Test MCP Server

A simple MCP server combining FastMCP and LangGraph that enables AI agent interactions through tools for asking questions to an OpenAI-powered agent and receiving personalized greetings.

trellis2-mcp

An MCP server that enables an image-to-3D-to-rigged character pipeline, offering tools to generate images with FLUX, create textured 3D meshes with TRELLIS, and rig characters with SkinTokens/TokenRig, all driven through MCP.

jds6600-mcp

MCP server for the JDS6600 signal generator, enabling vintage tape recorder calibration via auto-detection and advanced waveform controls.

mcp-protocol-conformance

Conformance test harness for Model Context Protocol servers, validating JSON-RPC, transport, capability, schema, and more across multiple spec versions.

Medusa.js Documentation MCP Server

Provides AI assistants with instant access to comprehensive Medusa.js v2 documentation, enabling smart search, precise section retrieval, and complete browsing through 2,105+ documentation sections.

PDF to PNG Converter MCP

Enables Claude Code to convert PDF files to high-quality PNG images, download academic papers, and batch process PDFs with automatic folder organization.

Uindow

Uindow ships a local MCP server (npx -y @uindow/cli mcp, stdio) that lets Claude, Cursor, VS Code, or any MCP client drive a real signed Chromium/Electron browser with genuine OS-level input. Tools exposed: app_docs, app_start, app_stop, app_status, list, create, update, delete, start, stop, status, execute, logs.

mcp-database

MCP server for querying and managing multiple databases (SQLite, PostgreSQL, MySQL) with read-only mode and schema inspection.

Smart-AI-Bridge

Intelligent AI routing and integration platform for seamless provider switching

memory-engine

Enables programming agents to capture errors and conversation signals, reflect on root causes, consolidate reusable skills, and retrieve relevant context for future tasks, providing a self-learning memory loop.

strompreis-mcp

MCP server that gives AI agents real-time German electricity price forecasts.

ZIM MCP Server

Enables reading and searching ZIM files for offline reference content like Wikipedia.

openapi-mcp-bridge

Turns any OpenAPI/Swagger API into MCP tools, enabling AI assistants to call REST API endpoints directly.

leads-mcp

Lead generation MCP server for AI agents. Find emails, verify contacts, enrich profiles, and search prospects using Hunter.io, Apollo.io, and Abstract API.

LitLib MCP

Read-only MCP server for managing academic literature acquisition workflows at Jilin University, providing precise access to Zotero metadata, PDF paths, paginated full text, and task status while enforcing legal OA and institutional access boundaries.

MCP Bone

A Node.js module that provides an MCP Server connecting to MCP Bone online service, allowing users to register other MCP Servers, obtain function calling tools in JSON or XML format, and parse completion text into tool calls.

mcp-xxl-job

MCP server for XXL-JOB Admin that enables AI assistants to manage scheduled jobs through natural language, including task lifecycle management, manual triggering, cron preview, and execution log retrieval.

llm-handoff-from-claude-mcp

Enables Claude to query other LLMs like ChatGPT, Perplexity, and Gemini for verification and comparison, eliminating manual copy-pasting.

developer-presence-mcp

Enables querying GitHub repos and stats, and managing DEV.to articles (list, create, update) through natural language.

Motion MCP Server

Bridges Motion's API with LLMs like Claude and ChatGPT via the Model Context Protocol, enabling task management, project search, schedule viewing, and more through natural conversation.

Sticky Note Demo MCP-B

Sticky Note Demo MCP-B

gemini-mcp-server

Enables AI assistants to query Google AI (Gemini models) via Vertex AI or Google AI Studio with automatic tool selection, multi-turn reasoning, and multimodal input support.

mcp-datacite

Provides access to DataCite DOIs for research datasets, enabling searching and retrieval of dataset metadata.

jons-mcp-java

Provides Java development capabilities through Eclipse JDT.LS, enabling symbol navigation, code diagnostics, workspace searching, and Javadoc access across Java projects.

X_AI_AGENT_MCP

使用 Gemini-Flash-2.0 和 MCP 服务器构建的 X AI 代理

Hostname MCP Server

Enables AI assistants to automatically identify which machine they're working with by providing hostname detection and system information including CPU, memory, OS version, and architecture.

fitness-tracker-mcp

Offline MCP server for logging workouts, tracking dietary macros, and retrieving daily summaries, all stored in local SQLite. Enables fitness tracking via natural language in MCP-compatible clients.

Wellness Pulse

WellPulse MCP is a privacy-first AI layer that transforms wellbeing data into real-time insights, benchmarks, and actionable summaries for faster decision-making.

airlock

A security gate MCP server that audits agent extensions (skills, MCP servers, tools) by scanning for risks, adversarial analysis, and sandbox execution, returning a trust verdict of allow, quarantine, or block.

LogMCP

MCP server — read-only log access for AI assistants. Debug your Linux server with AI, without giving the AI shell access.