MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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music-creation-enginegithub.com/mage0535/music-creation-engineupdated this year
AI-Powered Full-Pipeline Music Composition Engine — Multi-Agent Lyric Writing → Sheet Music (PDF/MIDI/MusicXML) → Demo Audio (MP3) → Quality Eval → Publish. Zero GPU required. AI coding agent native. / AI 驱动全链路音乐创作引擎 — 多Agent作词→乐谱→Demo→评估→发布。零GPU。AI智能体原生。
★ 3 -
skill-forge-mcpgithub.com/popyson1648/skill-forge-mcpupdated this year
MCP server for staged access to the Agent Skill creation process document
npm MIT -
Generating a vanilla-looking Skyrim worldspace with the Creation Kit: terrain, sites, roads, rivers, navmesh and finished-world checks calibrated on vanilla Tamriel.
★ 1 -
MCP server + Figma plugin for AI-driven vector creation on the Figma canvas
npm MIT -
minecraft-wiki-mcpgithub.com/sharo-jef/minecraft-wiki-mcpupdated this year
MCP Server for AI-assisted Minecraft Datapack creation using Minecraft Wiki API
MIT -
Model Context Protocol (MCP) server for programmatic PowerPoint creation and editing
npm MIT -
Curated YNAB MCP tools with guarded assignment and category-creation workflows.
npm MIT -
aws-mcp-servergithub.com/dkeeno/aws-mcp-serverupdated this year
MCP server: AWS resource creation/management via boto3 — VPC, EC2, S3, RDS, Security Groups
MIT -
AI-powered agent for automated content creation and posting to X (formerly Twitter) using JavaScript and the X API.
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mcp-movabletype-writergithub.com/burnworks/mcp-movabletype-writerupdated this year
MCP server for Movable Type - AI-powered draft creation and editing
MIT -
GoCertiusno update data
MCP server for GoCertius, EAD Trust's Digital Trust platform. Provides certified evidence management, evidence certificate creation, certified notifications, and certified chats via AI agents.
smithery -
MCP server for Blender 3D - Create and manipulate 3D models through natural language. Features primitive creation, boolean operations, materials, modifiers, and more.
MIT ★ 3 -
plantuml-mcp-servergithub.com/rob-bl8ke/plantuml-mcp-serverupdated this year
Explores the creation of a MCP server using JavaScript to generate PlantUML diagrams from a technical specification.
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cinema4d-mcpgithub.com/ttiimmaacc/cinema4d-mcpupdated this year
Cinema 4D plugin integrating Claude AI for prompt-driven 3D modeling, scene creation, and manipulation.
MIT ★ 137 -
AI Poster Generator MCP server for Poster.sh: quote, approved text-to-poster creation and owned results
MIT -
spotify-bulk-actions-mcpgithub.com/khglynn/spotify-bulk-actions-mcpupdated this year
MCP server for bulk Spotify operations with confidence-scored song matching, batch playlist creation, and library exports
pypi MIT -
AI-powered Google Photos and Drive organizer via MCP. Automated album creation, duplicate detection, and smart tagging.
MIT -
Connect Midjourney to Claude, ChatGPT, Cursor or n8n. Run prompts, vary, upscale, animate and sort creations into folders.
NOASSERTION -
MCP server for the three.ws Loom gallery: browse, fetch and submit community-forged GLB creations.
Apache-2.0 ★ 12 -
qa-ai-mcp-server-gitsgithub.com/gits5213/qa-ai-mcp-server-gitsupdated this year
MCP server for QA automation: test scenarios, Playwright codegen, execution, and GitHub bug creation
npm MIT -
Build Adaptive Cards with MCP tools for fast, structured UI creation in TypeScript
MIT -
MCP server for PostNL APIs: shipment creation, barcode generation, parcel tracking, delivery dates, and pickup locations
MIT -
Comprehensive MCP server for Manifold Markets providing market creation, trading, liquidity management, and social features
npm MIT -
Blender MCP server for AI 3D creation, automation, and VRChat avatar workflows
MIT ★ 14 -
google-forms-mcpgithub.com/MatthewWolff/google-forms-mcpupdated this year
Comprehensive MCP server for the Google Forms API. Full coverage of form creation, management, responses, and built-in analytics
MIT -
NotebookLM does the research, Claude writes the content. Research → Synthesis → Content Creation → Publishing. Claude Code Skill + MCP Server.
MIT ★ 501 -
UnityVibeBridgegithub.com/B-A-M-N/UnityVibeBridgeupdated this year
A security minded, Unity engine MCP server, enabling mechanistic vibe coding edits for Unity to enable VR Avatar and World Creation and Editing
AGPL-3.0 ★ 3 -
MCP Server for Path of Building - AI-powered build creation and optimization with uv dependency management
npm MIT -
mcp-promptsgithub.com/tubone24/mcp-promptsupdated this year
This server allows you to create, organize, and serve prompt templates that can be used by MCP clients for various tasks like meeting analysis, content summarization, and blog post creation.
MIT ★ 1 -
MCP server for Photo AI Studio — AI photo generation, editing, and video creation for Claude Desktop, Cursor, and Windsurf
MIT -
MCP server for AI-powered Redcase testcase generation and Redmine issue creation.
MIT ★ 3 -
Agent-controllable Pixel Asset Creation Engine for Minecraft (mc-asset) — CLI-first, deterministic, pixel-native.
npm MIT ★ 5 -
MCP server that generates and edits PDFs (text/Markdown/table creation, metadata & page operations) built on normativepdf, with Japanese font embedding (fontkit subset).
npm MIT -
Blender AI add-on and MCP server for prompt-based 3D creation and editing
pypi MIT AND GPL-3.0-or-later -
BlenderVibeBridgegithub.com/B-A-M-N/BlenderVibeBridgeupdated this year
A security minded, Blender MCP server, enabling mechanistic vibe coding edits for Blender to enable VR Avatar and World Creation and Editing + 3d printing modeling
AGPL-3.0 ★ 1 -
@photoaistudio/mcp-servergithub.com/photoaistudio/mcp-serverupdated this year
MCP server for Photo AI Studio — AI photo generation, editing, and video creation for Claude Desktop, Cursor, and other MCP clients
npm MIT -
@sima-prime/mcp-servergithub.com/mustafashehab/simaupdated this year
SIMA MCP server for developer/agent discovery (Level A) and optional protection-offer creation (Level B). Payment remains outside MCP.
npm MIT -
MCP server for bulk Spotify operations - batch playlist creation with confidence scoring, library exports, CSV imports, and human-in-the-loop review for uncertain matches
MIT ★ 2 -
MCP server for Reddit Ads API v3 - campaign management, ad creation, performance reporting, and audience targeting via Claude
MIT ★ 3 -
Model Context Protocol (MCP) server that provides GitHub API tools for user information, security issue creation, and repository security scanning. Built with TypeScript and the MCP SDK
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openstax-mcp-servergithub.com/pythpythpython/openstax-mcp-serverupdated this year
AI-powered Model Context Protocol (MCP) server for accessing OpenStax textbooks. Features semantic search, automatic Jupyter notebook generation, and practice problem creation running on Cloudflare Workers.
MIT ★ 1 -
quick-event-mcpgithub.com/the-plus-io/quick-event-mcpupdated this year
AI-powered event creation MCP server. Create professional event pages with registration, tickets, and email templates in seconds. Remote server — no installation needed.
NOASSERTION -
yanki-mcp-servergithub.com/htlin222/yanki-mcp-serverupdated this year
MCP server for Anki spaced repetition with Claude AI integration, date-based deck organization, and card review/creation tools.
MIT ★ 1 -
Multi-agent system that automates the creation of professional commercial and technical proposals using A2A (Agent-to-Agent) orchestration and MCP (Model Context Protocol).
Apache-2.0 ★ 1 -
dify-mcp-servergithub.com/overpod/dify-mcp-serverupdated this year
MCP server for Dify Console API — programmatic agent creation, knowledge base management, DSL import/export, workflow control. Works with self-hosted Dify v1.6+.
MIT ★ 8 -
data-center-healthcheckgithub.com/GagauzSergii/data-center-healthcheckupdated this year
AI-powered data center health check dashboard with FastAPI, React, Docker, and MCP-based incident triage for log analysis, Jira bug creation, and Slack notifications
MIT -
spotify-mcp-enhanced-music-overloadgithub.com/Beerspitnight/spotify-mcp-enhanced-music-overloadupdated this year
MCP server for Spotify playlist curation and management. 18 tools for song analysis, smart playlist creation, top tracks analysis, and automated recommendations.
MIT ★ 1 -
hashnode-mcp-servergithub.com/sbmagar13/hashnode-mcp-serverupdated this year
A Model Context Protocol (MCP) server that connects AI assistants to the Hashnode API, enabling seamless content creation, management, and retrieval through AI interactions. Create, update, and search Hashnode articles directly through Claude or other AI assistants.
MIT ★ 7 -
gb-studio-agentgithub.com/eoinjordan/gb-studio-agentupdated this year
Claude or other MCP Agentic integration for GB Studio Automated game asset creation and project management REST API endpoints for scenes, actors, assets, and validation End-to-end workflow with your MCP server
npm NOASSERTION ★ 25 -
Kortx: MCP server for AI-powered consultation. GPT-5 strategic planning, Perplexity real-time search, GPT Image visual creation, with intelligent context gathering
npm MIT -
Noumi Agent Kit 5.1.1: understand the owner's current intent, read guides and objective creation history, create once and deliver a draft.
npm MIT -
Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Superior memory creation, storage and retrieval.
Apache-2.0 ★ 569 -
kortx-mcpgithub.com/effatico/kortx-mcpupdated this year
Kortx: MCP server for AI-powered consultation. GPT-5 strategic planning, Perplexity real-time search, GPT Image visual creation, with intelligent context gathering
MIT ★ 4 -
Open-source docs you zoom through: a C4-style model in YAML, step-by-step flows, visualization for performance stats and FMEA creation
GPL-3.0 -
A specialized Model Context Protocol (MCP) server that integrates with systemprompt.io to provide powerful prompt management capabilities. This server enables seamless creation, management, and versioning of system prompts and agents through MCP. It works
npm Apache-2.0 -
Andy's Test API MCP Serverno update data
Enable seamless file operations, repository management, and advanced search functionalities on GitHub. Automate your workflow with automatic branch creation and comprehensive error handling, ensuring your Git history is preserved. Enhance your development experience by integrating GitHub capabilities directly into your applications.
smithery -
An automation project to integrate Google's Calendar API with MCP (Model Context Protocol) for seamless event management and scheduling. This repository contains scripts and tools to automate calendar updates, event creation, and synchronization across platforms, streamlining your workflow.
★ 3 -
formbot-mcpgithub.com/marilynceo/formbot-mcpupdated this year
Online form creation and management for AI agents u2014 build Typeform-style surveys, collect responses with pagination, update forms with logic jumps, track completion analytics, and generate shareable links. Self-contained SQLite storage, zero external API dependencies.
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MCP server for Google AI Studio (Gemini) image generation with support for text-to-image, image editing, and multi-turn conversational image creation
npm MIT -
BlenderMCP connects Blender to Claude AI and cursor through the Model Context Protocol (MCP), allowing Claude and cursor to directly interact with and control Blender. This integration enables prompt assisted 3D modeling, scene creation, and manipulation.
MIT ★ 14