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MCP servers tagged software-engineering
98 live MCP servers tagged "software-engineering", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with software-engineering.
Swe Harness
Portable SWE harness plugin for Codex and Claude Code
Software For Agentic Age
Building software products for the agentic age: agent-friendly CLIs, MCP servers, and agent-readable websites
Skillx
Engineering intelligence weaponized: a Rust-powered MCP knowledge engine steering AI through architecture, security, and delivery.
dugubuyan/agent-nexus
service document changes and receive structured diffs via MCP.
Agentic Engineering Framework
Governance framework for AI coding agents — enforces task traceability, structural gates, session continuity, and audit trails for Claude Code, Cursor, and Copilot.
Episteme
A production-ready knowledge graph system for software engineering that connects design patterns, refactoring techniques, and software laws through semantic relationships. Built f…
Riftbook
Tools, prompts, workflows, and practical ideas for building better vibe-coded apps with less guesswork and more reusable systems
Claude Better Responses MCP
Improve Claude's coding responses with this MCP server
AI Architect MCP
Autonomous software engineering pipeline for Claude Code: 11 stages, 64 verification rules, 17 codebase intelligence tools, 5 science-backed git analytics. Findings → PRD → verifi…
ICIL
🎓 ICIL — Intelligence Campus Interactive Library. 216 courses · 29 faculties · 10 MCP tools. Curated context injection for AI agents. P@3=72.8% CI All Green.
CodeBro
Persistent engineering context and memory for AI coding agents, exposed through MCP.
Keown Work
Software engineering, cloud, data engineering and AI projects featuring Python, Azure, SQL Server, SSIS, Power BI and browser automation.
Antigravity Agents
Universal agentic engineering layer for Google Antigravity. Features autonomous multi-agent orchestration, epistemic grounding, 9 strict verification gates, AST blast radius analy…
Opencode Ollama Steroids
OpenCode + Ollama multi-agent workflow with builder/reviewer agents, headless runs, skills, validation gates, local session evidence, and redaction tools.
Dynosai
Governed software development for AI coding agents.
CodeFlowMu Open
Historical open-source CodeFlowMu edition, frozen at V1.2.29-open. Local PM/DEV/OPS/QA AI development team using FCoP; preserved for research and reproducibility.
Gemstack
The high-velocity AI agent orchestration framework, natively optimized for Antigravity (v2.0).
Baize Agent
Zero-dependency autonomous AI software engineer in pure Python stdlib. Native Windows PowerShell REPL (<5ms), AST causal healing, MCP standard, Swarm speculation & Byzantine conse…
AI Explains What They Meant An Emotion Insight Mining Framework For Podcasts
Mine Lex Fridman-style podcast transcripts for topics, classifications, and chat Q&A. | F, l, a, s | Tracked repository files: 63; Python modules (non-pycache): 15; Notebooks: 5
Read Mas
READ-MAS generates software requirements specifications (SRS) and system designs from natural language queries using multi-agent AI orchestration built on Google ADK.
AgentactrSDK
Rust SDK and CLI for provider-neutral coding-agent orchestration with Codex, GitHub issues, quality gates, and secure run artifacts.
Agentic Engineering Os
The Engineering Operating System for AI Coding Agents — reusable skills, deterministic guardrails, project memory, production templates, and verification.
Ground Control
Context-Aware Autonomous Engineering and AIOps Prototype
Morphix
Multi-agent orchestration platform for AI-assisted software engineering — desktop GUI, 5 agents, 12 tools, 4 workflow strategies, PostgreSQL schemas per workspace.
Agentic Engineering Graph
A lightweight agentic engineering workflow orchestrator with persistent state, human approval, SonarQube review, parallel candidates, and execution timelines.
ConstantX
MCP workflow for turning engineering plans into evidence-backed, spec-driven, verifiable implementations.
Duke Gta
Duke Graduate TA Engineering Portfolio: AI agents, MCP, Debugger Benchmark, Docker, CI/CD, WASM
Real Time Job Recommendation System MCP
Streamlit resume coach that plans via an agent loop and fetches jobs through MCP/Apify. | S, t, r, e | Tracked repository files: 30; Python modules: 19; Default OPENAI_MODEL: gpt-…
Python MCP Weather Server
FastMCP stdio server exposing a resilient `check_weather` tool over wttr.in with demo fallback and observation metadata. | MCP FastMCP, pytest, uv | Default weather HTTP timeout:…
God Prompt
Model Context Protocol (MCP) server for GodPrompt — production-grade AI coding workflows with TDD, debugging protocols, verification gates and progressive disclosure.
Aichitect
aichitect.dev | AI-tools mapper and an MCP server to recommend stacks without wasting tokens
Growth
Engineering-process workbench and MCP server for AI-assisted software projects
Rapid Dev Guide MCP
MCP server for structured AI-assisted development. Enforces setup, rules, and validation workflows to improve code quality and consistency.
Ctxlayer Release
CTX Layer: context engineering, memory, governance, MCP, and impact analysis for AI coding agents like Codex.
AI Tools Cheatsheets
Open-source AI coding cheat sheets for Claude Code, Codex, Cursor, Copilot, Gemini CLI, MCP, AGENTS.md, CLAUDE.md, prompts, workflows, and team security.
Peter537 Agent Plugin
Portable Agent Plugin with reusable Agent Skills and MCP integrations for rigorous software research, planning, code audits, documentation, UI design, and development workflows.
Intentloom
Vendor-neutral local framework and CLI for defining, validating, and synchronizing engineering intent across AI coding tools. Offline-first and non-destructive.
Software Engineering Rl Lab
Reproducible MCP tool-discovery environments for evaluating coding-agent engineering work.
Spidey
Production-oriented autonomous coding agent: multi-agent workflows, sandboxed execution, code intelligence, and human approval gates.
Nemotron Engineering Stack
Turn Nemotron into a real engineering agent: code, CI/CD, GitHub, Jira, Confluence, diagrams, and browser automation with human-controlled guardrails.
Agentwolf
Agent-neutral MCP runtime for virtual engineering teams with workflow gates, global memory, and traceable ChangeSets.
Claude Code Crypto Lab
Hands-on Claude Code lab for safe agentic development with project memory, subagents, skills, hooks, MCP, observability, and CI/CD using a Python crypto portfolio app.
Sentinel Public
Engineering memory for teams and AI agents. Self-hosted, human-governed, AI-aware.
NilCore
The tiny, trustworthy coding agent leverages sandboxed execution, verifier-owned completion, human gates, and a replayable audit trail.
Flower MCP
Provider-neutral MCP server for software engineering: requirements, goals, milestones, portable implementation plans, verification and durable handover for coding agents, backed b…
Glosarium
A glossary of software, data and startup concepts, ordered by when you actually need them, per career track and level. Includes an MCP server.
Claude Code Starter
🤖 Clean Claude Code CLI starter template with 3 core agents and 6 essential workflows. Optimize your agentic software engineering pipeline instantly.
Int MCP Hubstaff
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