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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@ido4/coregithub.com/ido4-dev/ido4updated this year
ido4 core — context intelligence, task distribution, and deterministic governance for AI-hybrid software development
npm MIT -
in-memoriastale
Persistent intelligence infrastructure for agentic development
npm MIT -
@iflow-mcp/pi22by7-in-memoriaupdated this year
Persistent intelligence infrastructure for agentic development
npm MIT -
Local code intelligence for developers and AI agents. Connect code, docs and infrastructure in a persistent graph, with CBM Lens, MCP tools, agent integrations and change-aware test selection.
npm MIT ★ 48,652 -
Local code intelligence for AI coding agents and developers. Builds a knowledge graph of your codebase from 26 languages and frameworks, searches it by keyword and meaning, navigates it through 21 language servers, and keeps a Context Graph of decisions and standards linked to the code. One MCP server of 75 tools. Fully local and private.
GPL-3.0 -
A collection of MCP tools for database intelligence, AI integration, automation, and developer productivity.
MIT ★ 1 -
Your AI Development Conductor - Intelligent task management for Claude Code
npm MIT -
Free, open source, self-hosted business development intelligence for U.S. federal government contracting.
Apache-2.0 ★ 3 -
The CLI for IronBee — Verification and Intelligence Layer for Agentic Development
npm Elastic-2.0 -
Transform product ideas into reality with an intelligent orchestration system that bridges Product Managers, Developers, and AI. Orchestro conducts the entire development symphony: task decomposition, dependency tracking, pattern learning, and real-time progress visualization.
★ 16 -
A terminal-native, zero-infrastructure local RAG pipeline and developer intelligence hub powered by OpenAI Codex, ChromaDB, and Groq/Gemini.
MIT ★ 5 -
🧠 Edge-native betting intelligence platform with MCP server, real-time analytics, and AI-assisted development (Bun + TypeScript + Cloudflare Workers)
MIT ★ 8 -
project-guide-agentgithub.com/anthropics/project-guide-agentupdated this year
Context-aware, memory-driven developer assistant with Jira + Git integration, smart ticket guidance, persistent preferences, and intelligent workflow automation
npm ISC -
An intelligent MCP server for Claude Code that monitors your development patterns and automates Git workflows with smart suggestions
npm MIT -
An intelligent MCP server that serves as a guardian of development knowledge, providing AI assistants with curated access to latest documentation and best practices
npm MIT -
contoriumgithub.com/ContoriumLabs/contoriumupdated this year
Project Intelligence Layer for AI-assisted development. Preserve project decisions, reasoning, constraints, history, and evolving state across AI tools.
MIT ★ 7 -
Apple developer intelligence for coding agents: WWDC20–WWDC26, HIG, Swift, App Review, API history, and source-grounded app audits — 45 read-only MCP tools.
MIT ★ 1 -
mcp-agentic-sdlcgithub.com/michaelwybraniec/mcp-agentic-sdlcupdated this year
A comprehensive framework for managing software development lifecycle with AI agents, combining structured development processes with intelligent workflow management.
NOASSERTION ★ 10 -
Open-source engineering intelligence: ingests real development events, computes metrics with published contracts, detects change against each scope's own history, and decomposes what accounts for it. Never fabricates a number.
Apache-2.0 -
XC-MCP delivers an intelligent MCP server for Xcode tooling with progressive disclosure and caching to prevent token overflow. It speeds workflows and boosts reliability in development 🐙
★ 5 -
Agent Hub is an AI orchestration platform that transforms how developers and DevOps engineers interact with their toolchain. Built on the cutting-edge Model Context Protocol (MCP), it provides intelligent automation through specialized AI agents, seamlessly integrating with GitHub, Azure, security tools, and data processing
★ 21 -
System Query Flow (SysQlow) is an intelligent, self-validating local-first engineering knowledge base MCP server built on Bun, Turso (libSQL), and Gemini to support your AI Context Workflow. Help you to build your second brain in your local personal machine / cloud. [⚠️🚧 IN DEVELOPMENT FOR PERSONAL USE 🚧⚠️]
★ 1 -
Intelligent Model Context Protocol (MCP) server for AI-assisted API development. Generate mock servers from OpenAPI specs with advanced logging, performance analytics, and server discovery. Optimized for AI development workflows with comprehensive testing insights and automated analysis.
pypi MIT ★ 17 -
Persistent development intelligence for AI coding agents. One global install, any project, any MCP agent.
npm MIT -
A specialized MCP server for monitoring development server output with intelligent error categorization and Claude Code integration
★ 9 -
dev_radargithub.com/PurandharAdigarla/dev_radarupdated this year
AI-powered developer intelligence platform with MCP server, agentic Gemini orchestrator, and 7+ data sources
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GitPulse Analytics — High-Performance GitHub Developer & Repository Intelligence Platform built with FastAPI, DuckDB, and Next.js 15
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MCP server for Luna (HTML5 playable ads) development with Claude Code. CDP bridge, build intelligence, visual debugging.
MIT ★ 1 -
Public developer surface for Bee: Quantum Intelligence — Apache-2.0 SDKs, MCP server, API contracts and trust material.
npm Apache-2.0 ★ 2 -
Axon.MCP.Servergithub.com/ali-kamali/Axon.MCP.Serverupdated this year
Transform your codebase into an intelligent knowledge base for AI-powered development with Cursor IDE, Google AntiGravity, and MCP-enabled assistants
NOASSERTION ★ 166 -
Electron.js MCP server — IPC scaffolding, security auditing, build tooling, and development intelligence for AI assistants
npm MIT ★ 3 -
doc-syncgithub.com/engrmaziz/doc-syncupdated this year
Enterprise-grade documentation intelligence for AI coding assistants using the Model Context Protocol (MCP). Index, synchronize, understand, and retrieve documentation from any source with blazing-fast semantic search and developer-friendly workflows.
MIT -
contextplusgithub.com/forloopcodes/contextplusupdated this year
Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy. By combining RAG, Tree-sitter AST, Spectral Clustering, and Obsidian-style linking, Context+ turns a massive codebase into a searchable, hierarchical feature graph.
MIT ★ 1,991 -
OrbisPrismMCPgithub.com/OrbisFactory/OrbisPrismMCPupdated this year
Orbis Prism is a small tool for Hytale modding assistance. It decomposes the official server (HytaleServer.jar), isolates its core logic, and provides an AI-assisted Intelligent Query Interface (MCP) for developers.
MIT ★ 5 -
An enhanced MCP (Model Context Protocol) server for intelligent memory and task management, designed for AI assistants and development workflows. Features semantic search, automatic task extraction, knowledge graphs, and comprehensive project management.
MIT ★ 33 -
InstantReply MCP server for AI agents: automate WhatsApp, Instagram, and Messenger inboxes with zero-key browser pairing, Barq AI, lead intelligence, templates, campaigns, and developer tools.
npm MIT -
The PokeAPI MCP Server acts as a bridge, allowing AI assistants to fetch and utilize comprehensive Pokémon data directly from the PokeAPI. This facilitates the development of intelligent applications that require accurate and up-to-date information about Pokémon, moves, items, game mechanics, and more.
★ 2 -
Custom MCP Server with RAG, Weather, Brave Search & Notes — A fully featured MCP server built with FastMCP, integrating OpenAI models, GroundX RAG capabilities, Brave News Search, Weather API, and local notes handling. Designed for developers to run intelligent multi-agent systems with semantic search, document ingestion,and LLM-based interactions.
MIT -
A robust and efficient implementation of the Model Context Protocol (MCP) built to connect seamlessly with Odoo ERP. This server empowers developers to enable AI-driven automation, intelligent integrations, and enhanced workflow management within Odoo environments — providing a solid foundation for extending and automating business processes.
MIT ★ 7 -
AI_Agent_with_MCPgithub.com/zayedrais/AI_Agent_with_MCPupdated this year
MCP server built with Google’s Agent Development(ADK) Kit featuring multiple specialised agents that collaborate through intelligent routing. The system provides RESTful API endpoints for various capabilities including web searches, data analysis, and code generation while maintaining extensibility through a modular architecture
★ 6 -
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 -
Open-source software test intelligence for development teams: manage test reports and software test releases, find the issues behind failing tests (failure clustering, flaky test detection, root causes with a local LLM) and get a GO / NO-GO release verdict. JUnit, pytest, Playwright, Cypress, TestNG, Allure, Robot, Cucumber.
Apache-2.0 -
WhatsApp-AI-Botgithub.com/YOUHAD08/WhatsApp-AI-Botupdated this year
An intelligent WhatsApp chatbot powered by Spring AI, OpenAI's GPT-4, and Model Context Protocol (MCP). Features conversation memory, dynamic tool calling for employee data queries, and real-time messaging via Meta's WhatsApp Business API. Includes MCP Inspector for debugging and ngrok support for local webhook development
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MCP server for YouTube channel intelligence
npm MIT -
The Neural Ledger API SDK and packages
MIT ★ 2 -
App Store review/rating/version change intelligence over MCP, USDC via x402
NOASSERTION -
hackernews-mention-intelligencegithub.com/contentforge-press/hackernews-mention-intelligenceactive
AI-native change intelligence MCP. 5-tier pay-per-result + subscriptions. x402 USDC.
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github-repo-change-intelligencegithub.com/contentforge-press/github-repo-change-intelligenceactive
AI-native change intelligence MCP. 5-tier pay-per-result + subscriptions. x402 USDC.
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Zero-dependency Cloudflare Worker + native x402 USDC payments. Free store snapshot, paid change intelligence.
MIT -
Track public job boards (Greenhouse/Lever/Ashby): hiring growth signals over MCP, paid in USDC via x402
NOASSERTION -
Intelligent Database DBA & Schema Migration Guardrail MCP Server
MIT -
accreted-intelligencegithub.com/maxbaluev/accreted-intelligenceupdated this year
AccInt - local-first MCP Work Model for coding agents that learns from real outcomes.
Apache-2.0 ★ 8 -
Starlight-Intelligence-Systemgithub.com/Starlight-Intelligence/Starlight-Intelligence-Systemactive
One shared brain for your whole AI fleet: attested memory, orchestration, governance and evals across Claude Code, Codex, Cursor, Gemini, Antigravity.
MIT ★ 10 -
Evidence-first AI URL intelligence agent for crawling, entity resolution, social discovery, SEO, technology detection, RAG, MCP, monitoring, reports and web intelligence. Built inside the HORNO ecosystem.
MIT ★ 8 -
Local-first Build Truth & verification layer for AI coding agents. Stops hallucinations, cuts token costs by 90%, and fixes monorepo test failures for Claude, Cursor, Aider, & Copilot.
Apache-2.0 ★ 3 -
Semantic code intelligence MCP server for Claude Code - project maps, symbol search, impact analysis, and more
NOASSERTION ★ 73 -
keddygithub.com/emiraksay/keddyupdated this year
Session intelligence for your coding agent.
npm Apache-2.0 -
CIS is a Rust daemon that builds a versioned code graph over your repository and exposes it to AI agents through the Model Context Protocol. Agents can navigate symbols, search semantically, apply speculative edits with confirm/revert, and merge branches — with crash-safe persistence and background maintenance.
★ 2 -
In-Memoriagithub.com/pi22by7/In-Memoriaupdated this year
Persistent Intelligence Infrastructure for AI Agents
MIT ★ 175 -
StandardBeagle Super Toolkit 2026 - AI Agent & Code Intelligence Bundle