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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🤖 Enhance your dbt experience with the dbt-core-mcp server, your reliable partner for smooth development in Python and data transformation tasks.
MIT ★ 4 -
guardgithub.com/wangshanbo/guardupdated this year
Policy / contract layer for AI development. MCP gives AI hands, Skills gives AI experience, Guard makes sure AI does not do the wrong thing. Rust + MCP server. One-line install into Cursor / Claude Code.
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Echo Mapno update data
Build and customize your own Model Context Protocol server with ease. Start with a basic setup and extend it with new functions to create powerful MCP-compatible applications. Enjoy features like graceful shutdown handling and development configurations for a smooth development experience.
smithery -
The UI5 MCP server improves the developer experience when working with agentic AI and the UI5 framework.
npm Apache-2.0 ★ 108 -
unbiasedgithub.com/shaurya-afk/unbiasedupdated this year
unbiased reads your GitHub once and serves your developer context — stack, projects, experience — to Claude, Cursor, and any MCP client over a single connection.
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TailorKit MCP is a powerful product customization framework for e-commerce that enables merchants to create interactive personalization experiences. Features template management, layer control, and Shopify integration for offering customizable products with minimal development effort.
★ 6 -
MCPBusinessAnalyticsgithub.com/keidson299/MCPBusinessAnalyticsupdated this year
This is an MCP server that will perform business analytics functionality, it can scan emails and spreadsheets to determine urgencym tone of voice, patterns in data and more. Built to experiment with agentic development using Claude Code.
MIT -
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 -
Anthropic API based research Agent for linux (tested on Ubuntu Studio 26.04 LTS). Functions as a CLI agent, MCP Client and an MCP Server and can run any command as your user on your linux box using bash. No prompt approvals. No babysitting. An unrestricted AI development experiment.
AGPL-3.0 -
hireflowgithub.com/Ahmzyjazzy/hireflowupdated this year
HireFlow is an intelligent multi-agent system designed to streamline and automate the new-hire onboarding process. Built as a capstone project for the Kaggle Agents Intensive, it leverages Google's Agent Development Kit (ADK) and the Model Context Protocol (MCP) to create a seamless, efficient, and interactive onboarding experience.
★ 1 -
Model Context Protocol server for AEM development tools with Core Components-first approach
npm MIT -
🔍 Zero-Token Terminal Compactor & Semantic Error Lens for Developers and AI Agents (MCP Server)
MIT ★ 1 -
CLI/MCP agent surface for Enji Guard
NOASSERTION ★ 4 -
Pre release MCP server for structured design decisions, typed routing, compatibility checks, validation, and automated tests.
MIT -
commitmuxgithub.com/blackwell-systems/commitmuxupdated this year
Local MCP server giving coding agents structured, credential-free access to cross-repo git history
MIT -
loregithub.com/yimwoo/loreupdated this year
Persistent cross-project memory for Codex — rules, decisions, and context that follow you.
★ 1 -
DSM for developers — orchestrate, audit, and analyze your entire dev stack. MCP server with 27 tools for Claude & Cursor. Built in Rust.
Apache-2.0 ★ 4 -
The experience graph for AI agents. Self-hosted memory, human-reviewed decisions, and outcome-backed datasets for model evaluation and learning.
Apache-2.0 ★ 23 -
@lyellr88/buddy-mcpgithub.com/lyellr88/buddy-mcpupdated this year
Claude Code creature collection game. Hatch buddies, pet to boost roll luck, complete the BuddyDex.
npm MIT -
ocean-dockgithub.com/ArtLjn/ocean-dockupdated this year
Session Manager & MCP Server for Claude Code — manage sessions, automate hooks, and extend AI with 12 MCP tools
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aitreegithub.com/Paracci/aitreeupdated this year
🌳 Project file map generator for AI-assisted development. Fast, interactive, and MCP-compatible.
MIT -
vibebeatgithub.com/occlio/vibebeatupdated this year
Local developer wellbeing check-in — CLI + MCP server. Logs mood, energy, context tags, and notes to a local JSONL file.
npm Apache-2.0 -
The local runtime your AI coding agent can start, check and fix. One command runs your multi-service app from a Compose file or plain commands, and an MCP server gives Claude Code, Cursor and Codex its health, logs and controls. MIT, no account.
npm MIT ★ 47 -
stoic-mcpgithub.com/timothywarner-org/stoic-mcpupdated this year
Model Context Protocol server delivering Stoic philosophy quotes with AI-powered explanations. Demonstrates CRUD operations and progression from local JSON to Azure Cosmos DB. Built for live training engagements.
MIT ★ 1 -
Scythe (ctx) is a live, auto-updating codebase context engine. It maintains a local SQLite relational graph of your repository, synced dynamically on edit by AI models, guaranteeing structured, zero-drift context under 10k tokens — even for million-line codebases.
Apache-2.0 -
Reduce MCP tool overload with a single Go binary that indexes tools locally and serves search-before-invoke via SQLite
MIT -
🎓 ICIL — Intelligence Campus Interactive Library. 243 courses · 32 faculties · 10 MCP tools. Curated context injection for AI agents. P@3=86.5%, R@3=98.9%.
MIT -
Workvivo MCP server for Claude — developed and maintained by AI (Claude Code)
npm MIT -
MCP server that serves your team's coding standards to AI assistants — guideline documents as readable resources, plus search, validation and scaffolding tools. Ships with a VS Code chat agent.
MIT -
Proof that a change got the checks your repository asks for, whoever made it: AI coding agents (Claude Code, Cursor, Codex, Copilot, any MCP agent) and people, held at the commit and verified again in CI with signed in-toto attestations.
npm Apache-2.0 -
Persistent reasoning memory for AI coding agents over MCP: decisions, evidence, corrections and experience history.
NOASSERTION -
A powerful, open-source Model Context Protocol (MCP) server for automated, multi-language code feedback, validation, and project analysis. Designed for developers, teams, and LLM-powered workflows to ensure code quality, correctness, and maintainability across diverse languages and build systems.
MIT ★ 1 -
Agentic Research Orchestration for UX Research and Product Development. Vibe and handcoded by a social and data scientist with background in many research domains and open-source
MIT ★ 16 -
🫘 Bring the full Beans experience into VS Code with native tree views, AI integration, and powerful workflow automation.
MIT ★ 2 -
roocode-bridgegithub.com/phuongncn/roocode-bridgeupdated this year
Transform Your AI Coding Experience: Claude/Antigravity as the Brains, Roo Code as the Brawn, and Telegram as a Bonus Remote Control!
MIT ★ 2 -
Self-learning memory for AI agents — experience captured automatically, distilled into lessons overnight, shared across your whole fleet. Works with Hermes, OpenClaw, Claude Code, and Pi.
npm NOASSERTION ★ 3