Discover Awesome MCP Servers

resume-onepage-autofit-mcp

From markdown resume to formatted PDF, a MCP server that generates single-page PDF resumes with smart overflow detection and layered content reduction strategies

GPTkms

Local-first Knowledge Management System that exposes markdown-based durable memory as MCP tools for Codex and ChatGPT, enabling search, read, write, and promotion workflows with project and global scopes.

Gemini Streamable HTTP MCP

A Docker-based deployment that wraps the Gemini MCP server with supergateway to expose its tool capabilities over Streamable HTTP. It enables users to perform image-editing workflows and interact with the Google Gemini API using a standardized web-accessible endpoint.

MYOB Codex MCP

Codex-safe MCP server for MYOB Business/AccountRight cloud. Provides read-only tools by default and mutating actions that require explicit approval before commit.

MBIT-Test

An MCP server for the MBTI personality test, supporting AI assistants to guide users through the personality test and provide result analysis.

GO2 Sport MCP Server

Enables controlling a Unitree GO2 robot's motion (forward, backward, left, right, stop, stand up, and move with custom velocities) via MCP tools, using ROS2 commands.

docs-n8n-mcp

MCP server providing access to n8n documentation and workflow templates, enabling LLM agents to search, read, and retrieve workflow examples for automated workflow creation.

vision-mcp

An MCP server for image recognition and OCR via OpenAI-compatible vision APIs, supporting local files, URLs, and data URLs. Enables natural language image description and text extraction.

@axd/browser-mcp

A high-performance MCP server for browser automation via Chrome DevTools Protocol, enabling fast, low-cost, and anti-bot web interactions.

YouTube Transcript MCP Server

Enables fetching, searching, and analyzing YouTube video transcripts in multiple languages using yt-dlp. Supports timestamp filtering, language detection, and transcript summaries with robust error handling for production use.

io.github.Tom409114/rrdoctor

Get your research artifact ready for Artifact Evaluation before the deadline: scan the repo, scaffold the easy fixes, verify the run path, and generate the appendix.

Shotter

Enables AI assistants to automate iOS Simulator interactions including device management, UI element interaction (tap, swipe, type), screenshot capture, and execution of YAML-defined navigation workflows.

Omega

Persistent memory for AI coding agents

mrrscope

Enables querying MRRscope analytics (visitors, revenue, MRR, traffic sources, AI crawlers, realtime) via 6 read-only tools for AI agents.

research-mcp-lab

MCP server that acts as a research intelligence agent, converting natural language queries into SQL or full-text search against Hacker News and arXiv data, and returning answers with supporting evidence.

mcp-server-springaidemo

Demo mcp-server Spring AI

DataMineAna

Provides a comprehensive MCP server for data preprocessing, analysis, mathematical modeling, and visualization, enabling agents to load, clean, analyze, model, and plot data with tracking and dynamic method extension capabilities.

conan-mcp-agent

MCP server for automating Detective Conan short video channel operations, enabling daily topic search, video frame extraction/analysis, and template-based script writing.

mcp-gui-server

A modern MCP server that provides interactive graphical user interface, terminal command execution, and AI-powered prompt enhancement for MCP-compatible clients.

Heroquarium ArtGen MCP Server

Enables Claude to generate pixel art procedurally and normalize external images into a canonical palette and tile size.

zep-mcp

MCP server that wraps the Zep Cloud API to give AI assistants long-term memory via a knowledge graph, enabling storing and searching facts, managing users and threads, and adding notes.

OpenPlan MCP Server

Helps AI agents decompose goals into costed execution plans, checkpoint progress with deviation tracking, and learn from past project data.

Bible MCP

Enables local-first semantic search and retrieval of Korean Bible verses using FAISS embeddings and full-text indexes. Supports exploration of biblical entities including people, places, and events with Korean-to-English query handling.

sql-mcp

Formats SQL queries with support for 14 dialects, keyword casing, and tab width.

moe-mcp

Enables querying a team of domain experts with automatic routing and traceable citations for accurate answers.

MCP-Mealprep

Proyek ini mengambil sejumlah server MCP dari lokasi GitHub, mengemasnya bersama dengan kontainer GHCR repo ini, dan meluncurkannya dengan docker-compose untuk dijalankan sebagai tumpukan sumber daya ML/AI.

voyager-repo

MCP server that provides safe, read-only repository orientation and risk assessment via the scout_repo tool, including structural analysis, dependency vetting, and detection of high-risk findings.

mcp-archviz

Provides 3D architecture visualization from floorplan layouts, with tools for generating 3D models, rendering perspectives, and exporting models. Currently uses a stub provider with placeholder URLs.

Cubiczan MCP Server

Connects Off Grid mobile app to Cubiczan's multi-agent intelligence, exposing agent orchestration as an OpenAI-compatible API endpoint.