Developer Tools MCP servers

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

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

Read-only MCP server for Depot (depot.dev): CI failure diagnosis, build forensics, and usage.

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

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

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

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

MCP server for on-premises Azure DevOps Server and TFS: repos, pull requests, work items, and wiki.

Automate the Godot Engine editor: edit scenes and scripts, run projects, manage engine versions

Debugging experiments for coding agents: reproduce failures and verify fixes with test evidence.

Extract a visual contract from a reference page and measure an implementation against it

Drive a running React Native or Expo app from inside its JS runtime: see, act, prove.

Git diff and markdown review with a web UI plus MCP stdio for AI agents.

A repository wiki of Markdown pages anchored to real code: read, search, and verified writes.

Cross-repository semantic code intelligence for AI coding agents, from a local code graph.

Local multi-repo code graph over MCP. Blast radius, call graphs, and memory anchored to code.

Tool-first MCP: AST nav, impact/flow, task chains, memo/recall.

Apple Human Interface Guidelines search, lookup, and project audits for AI coding agents.

Discover, evaluate, install, and validate generated websites for the self-hosted CodeY CMS.

Run bounded, deterministic MCP reliability tests and generate executable regressions.

The official Letmediff MCP server helping you review your code with an agent first workflow

Local SQL workspaces with bounded, recoverable writes for coding agents.

Semantic codebase search + persistent working memory for AI code editors. Local, no API key.

Generate, parse, and validate walkerOS data-elb HTML tagging attributes

Branch-scoped runbooks, remote checkpoints, and auditable verification receipts.

Portable MCP runtime for RTL logs and VCD; repository setup adds FSDB and site EDA integration

Turn a TypeScript codebase into a live animated call-flow diagram on CloudArch.

Build, test and run iOS apps on a remote Mac from any machine. XcodeBuildMCP-compatible tools.