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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Automated local dev stack with PostgreSQL, SonarQube, and Mailpit via Docker. Includes built-in MCP server support for AI-assisted development.
★ 1 -
Claim-Driven Development: turn software intent into verifiable evidence.
NOASSERTION ★ 189 -
Local-first mind maps for AI-assisted software development, with a browser editor and MCP tools.
MIT ★ 1 -
Transform project descriptions into complete software specifications. Auto-detects project types, offers tech stack options, generates module/function tables plus development files.
npm MIT -
Deterministic software attestation for AI-augmented development — witness, probe, and seal any repo with SHA-256. Fleet registry across 131 VERITAS nodes. Agent-native, zero cloud.
MIT ★ 3 -
@ido4/coregithub.com/ido4-dev/ido4updated this year
ido4 core — context intelligence, task distribution, and deterministic governance for AI-hybrid software development
npm MIT -
RepoTools brings software development tools directly to your browser through a modern Chrome extension, built on the robust MCP server architecture.
NOASSERTION ★ 1 -
MCP server with persistent semantic memory and a structured workflow for disciplined software development.
★ 1 -
Ancient wisdom for modern systems. MCP server providing Taoist principles for software development.
npm MIT -
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 -
Persistent visual cache for LLM-driven software development. Caches screenshots using perceptual hashing, vector search, and AX trees to prevent token overhead and visual hallucination loops.
npm NOASSERTION ★ 42 -
Advanced graph-based code analysis for AI-assisted software development
MIT ★ 28 -
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 -
Vibe-Coder-MCP server extends AI assistants with specialized software development tools.
NOASSERTION ★ 102 -
junai-mcpgithub.com/saajunaid/junaiupdated this year
Agentic pipeline orchestration MCP server — manage pipeline state, modes, and supervision gates for AI-driven software development workflows.
pypi MIT -
Software development through AI-assisted coding with the Model Context Protocol (MCP)
NOASSERTION ★ 1 -
MCP SpecGen - EARS-based Specification Generator MCP Server for AI-powered software development
npm MIT -
devflow-aigithub.com/being-bilal/devflow-aiupdated this year
A productivity assistant designed to help software developers manage tasks, schedule work sessions, and optimize their workflow through natural language interaction and integrated tools.
★ 1 -
Generate answers & visualizations from your engineering data to track software development health.
★ 1 -
ContextHubgithub.com/BryceEWatson/ContextHubupdated this year
Deterministic MCP server for coordinating AI agents across software development lifecycles. SQLite graph traversal, Zod validation gates, RFC 6902 patching, and 100+ tests with <200ms p95 latency.
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Vyoniq is a modern Software Development company powered by AI agents, delivering innovative solutions with the efficiency of a large team. We specialize in Web and Mobile App Development, secure Hosting Services, and cutting-edge AI Integrations. This repository contains the source code for the official Vyoniq SaaS platform.
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Devaulty is a local-first application designed to help software developers organize projects, store sensitive credentials, track ongoing issues, and manage code snippets, all in one place. Built with Go, React & Tauri v2.
NOASSERTION ★ 4 -
Inspectable, source-traceable public-equity research for Codex, Claude Code, OpenCode, Grok Build and ChatGPT Work developer mode. 26 provisional method lenses, 34 MCP tools. Research software, not investment advice.
MIT ★ 3 -
quriogithub.com/irahardianto/qurioupdated this year
Self-hosted RAG engine for AI coding assistants. Ingests technical docs & code repositories locally with structure-aware chunking. Serves grounded context via MCP to prevent hallucinations in software development workflows.
MIT ★ 17 -
Persistent visual cache for LLM-driven software development. Caches screenshots using perceptual hashing, vector search, and AX trees to prevent token overhead and visual hallucination loops.
npm MIT -
DevSecShield-Publicgithub.com/vartulzeroshieldai/DevSecShield-Publicupdated this year
DevSecShield is a unified, AI-powered Devsecops assistant designed to provide comprehensive security analysis across multiple dimensions of modern software development. From traditional application security to cutting-edge AI/ML systems, DevSec Shield delivers automated vulnerability detection and actionable remediation guidance.
★ 2 -
MCP server that teaches and applies software-design guidance: SOLID/OOP/DRY principles, the 23 GoF design patterns, pattern scaffolding, and heuristic code-smell detection.
npm MIT -
MCP server for software-design guidance: SOLID/OOP/DRY principles, the 23 GoF patterns, pattern scaffolding, and heuristic code-smell detection.
MIT -
exisone-mcpgithub.com/exisllc/exisone-mcpupdated this year
Exisone Licensing MCP server
MIT -
Write greener, cheaper cloud infrastructure — before you deploy.
MIT ★ 5 -
Code Intelligence Platform for AI Coding Assistants
AGPL-3.0 ★ 3 -
A desktop workspace you share with your AI coding agent: it shows its work on your screen over MCP, and you decide what changes.
MIT ★ 2 -
MCP control surface for Orcho's durable AI software delivery lifecycle
Apache-2.0 ★ 4 -
gemini-cli-artilectgithub.com/MichealDEmory/gemini-cli-artilectupdated this year
—
NOASSERTION ★ 5 -
Agent-Guidance-Pythongithub.com/JunMystery/Agent-Guidance-Pythonupdated this year
This project has been discontinued. On-going: Rust version
MIT ★ 2 -
Workspace-restricted local verification tools over MCP stdio
Apache-2.0 -
Step-by-step guided AI development workflows, architectural decision tracking, and native MCP server for Cursor, Claude, and Copilot.
NOASSERTION ★ 6 -
Agentic software factory devs use as a tool: issue triage today, a repo map for planning and autopilot for small issues next. Every stage measured on real issues
MIT -
Provider-neutral MCP server for software engineering: requirements, goals, milestones, portable implementation plans, verification and durable handover for coding agents, backed by SQLite.
Apache-2.0 ★ 2 -
A memory layer for AI Agents
Apache-2.0 ★ 84 -
Design-time sustainability co-pilot (MCP server): greener, cheaper cloud infrastructure decisions with carbon + cost + latency tradeoffs.
pypi MIT -
Architecture context MCP server for AI coding agents.
Apache-2.0 ★ 1 -
Installable Orcho distribution: CLI, MCP server, and Docker image for accountable AI delivery
Apache-2.0 ★ 1 -
Best AI Coding Agent Pipeline Builder 2026 – Plan-Forge Drift-Proof Execution Contracts
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idnow-mcp-servergithub.com/DevMohith/idnow-mcp-serverupdated this year
MCP server exposing IDnow Trust Platform verification tools to LLM agents. Node.js + FastMCP, OAuth2 with token caching, clean error handling.
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MCP workflow for turning engineering plans into evidence-backed, spec-driven, verifiable implementations.
★ 4 -
Local codebase maps and change impact analysis for humans and AI agents, with an MCP server.
NOASSERTION -
A keyless, explainable upgrade dossier for npm dependencies with live release signals, MCP tools, and replayable audit seals.
MIT -
Open-source MCP control plane for AI coding agents: mechanical time-locks, evidence-gated proof receipts, red-team remediation, and persistent engineering memory.
MIT ★ 26 -
metadb-mcpgithub.com/arturjoaquim/metadb-mcpupdated this year
O MetaDB MCP é um servidor local que implementa o Model Context Protocol (MCP). Ele atua como uma ponte (bridge) entre seus bancos de dados (Oracle e PostgreSQL) e assistentes de IA (como Cursor, Kiro, Antigravity, etc).
MIT -
Local-first architecture context and evidence-backed analysis for React/TypeScript repositories and AI coding agents, with MCP tools.
NOASSERTION ★ 2 -
Open-source command center for governed AI coding agents with built-in onboarding, hard gates, MCP, and shareable run receipts.
npm Apache-2.0 -
kapruka-agentgithub.com/ksrilal/kapruka-agentupdated this year
Kiyo is an AI shopping assistant built on top of Kapruka — Sri Lanka's largest online gifting and delivery platform. We believe the future of e-commerce isn't a better search box; it's a smarter conversation.
★ 1 -
Open-source Software Intelligence Platform. Deterministic verification, structural PR reviews, interactive graph explorer, and proactive intelligence — powered by the Software Graph. 41 node types · 32 relationships · 120+ checks.
AGPL-3.0 ★ 3 -
prompt-squeezegithub.com/joshua-burnell-1/prompt-squeezeupdated this year
Builds prompt-cost discipline into Claude Code: measure every prompt, surface avoidable spend, report org-wide. Skill + UserPromptSubmit hook + MCP rollup with cited dollar/Wh/CO2e receipts.
Apache-2.0 ★ 1 -
Open-source, local code intelligence and dependency graph for cross-repository impact analysis. Map APIs, events, schemas, packages, databases, and ownership for AI coding agents via MCP.
NOASSERTION ★ 4 -
Index maps your code offline: how your repositories depend on each other, what calls what inside a repo, and which docs describe which code, as HTML files you open in a browser.
pypi NOASSERTION ★ 4 -
go-arch-xraygithub.com/HAYASAKA7/go-arch-xrayupdated this year
Go Architecture X-Ray is a Model Context Protocol server for inspecting Go codebases from an AI client. It runs over stdio and keeps a process-scoped in-memory analysis cache for the life of the MCP session.
MIT ★ 3 -
Every tool, tested first. A software advisor for people and AI agents: pickfit installs and tests software in a sandbox before recommending it, over MCP and at pickfit.app. Built with Meta's Muse Spark models.
MIT ★ 2 -
Intentgithub.com/SixByFive/Intentupdated this year
Git-native reasoning layer for software projects. Track the why behind code with plans, decisions, constraints, and AI-readable project context.
MIT ★ 4