Developer Tools MCP servers

Mapnostics

ffteema

Codebase intelligence for AI agents — dead code, blast radius, ownership.

SecHelix

omarmohelal

Evidence-first security review of authorized repositories. Read-only, root-confined, no shell.

Guild Wars 1 Build Compiler

Graphmaxer

GW1 build compiler: skill data, template code encode/decode, validation, hero roster. Read-only.

Uizze

uizze

UI design that stands out. Full-screen UI references and design materials for coding agents.

Maven Decoder

salitaba

Lets AI agents read the real source of any Maven dependency, decompiled from ~/.m2 or Central.

Run Python

hal9ai

Run Python code from natural language prompts, with optional PyPI package install.

Limpet

KSym04

Persistent engineering memory for AI coding agents. Survives refactors, knows when it is stale.

graphy

omnislash157

Compile any codebase into a walkable graph and serve it over MCP. No model decides an edge.

Journeyman

people-analyst

Read-only Pattern-Assist corpus for aspiring software engineers: grounded dev patterns with sources.

Engineerpro Library

people-analyst

Read-only EngineerPro engineering library (118 book profiles) and software-engineering tools.

Convexity MCP

bayesian-energy

Build, edit, solve and analyse Convexity energy-system models from any MCP client; drives the app.

SKILL.md Lint

GarphenGate

Lint a SKILL.md for frontmatter, structure, secrets and size. All 6 tools free.

Moltline Code Review

GarphenGate

Risk-scan a diff, flag AI-generated-code tells, find secrets. 5 of 7 tools need no account.

License Sentinel

wgd5678

Audit Python and npm dependency licenses before you ship, judged against how you distribute.

JVM Source Lens

Sintexer

Gradle-accurate JVM classpath; fetch Java source, signatures, and class structure for agents.

Razi Dev Utilities

razikallayi

Developer utilities over MCP: Base64 encode and decode, decode JWTs, format JSON, do percentages.

ASP.NET Core Debugger — MCP Server for AI Agents

magna-nz

MCP server giving AI agents interactive .NET / ASP.NET Core debugging via netcoredbg + DAP.

Neo — AI/ML Engineering

NeoResearchAI

AI/ML engineering MCP server for Neo — submit tasks, track execution, and retrieve outputs.

Flutter Structure MCP

Nilesh9783

Audit architecture, security, memory, and code quality in Flutter, Laravel, Node, Python, & Vue.

Wayfinder

WBXWHT

Read local AI coding paths, decisions, and branches as an in-host voyage map.

nittim

ilanwolberger

Production-safety audits for AI-generated code, with a fix for every finding.

Synaptic Code Intelligence

ColinVaughn

Code intelligence for repository graphs, change impact, test selection, and engineering memory.

unreal-mcp-ue4-for-ohd

RibatTRW

UE4.25 MCP server for Unreal Editor via Python Remote Execution (OHD mod-kit retarget).

Mirofy

Hasan-Laraib

Ask a repository what depends on what. Every answer cites the file, line and commit it came from.