Developer Tools MCP servers

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

Stops agents double-firing side effects: 1,000 racing duplicates, exactly one execution.

Manage dev container environments via MCP (Docker, DevPod, Codespaces).

Tiny sphere-physics engine for three.js games: spawn, step, raycast, InstancedMesh-ready positions

Read-only TwinCAT ST intelligence: resolve symbols, library APIs, docs, validate PLC code.

Siemens TIA Portal MCP server — AI-assisted PLC programming. 19 tools, 230 actions.

Compiler-precise code property graph for C, Python, and TypeScript, navigable over MCP.

Safety-ranked open-source component discovery for agents across six package ecosystems.

AI Bill of Materials (AI-BOM) generator + auditor MCP — CycloneDX ML-BOM, SPDX 3.0 AI profile, EU AI

Playwright-style MCP to inspect, control, and debug PySide6 desktop GUIs.

MCP server that reverse-engineers a locked rebuild spec from an existing app.

MCP server for React Native/Expo runtime debugging, inspection, and automation via Metro/CDP

Deterministic visual inspection for AI agents. Overlap, overflow, contrast, quality.

Build, run and live-test FiveM servers with AI agents: RCON, DevCon, window control, mcpb bridge.

Code review against your team standards, before the pull request: generator finds, judge confirms

Capture HTTP, email, and DNS callbacks with webhook.site from MCP clients.

Detect unnatural Korean and English mid-word wrapping in responsive web pages.

Fixed-price maintenance for public GitHub issues, paid in USDC on Solana.

Content-addressed contracts and a verification cache that cut agent context by skipping proven code.

Safe, audited PostgreSQL operations for AI agents: queries, migrations, EXPLAIN, containers

Focused, production-ready CLI: turn any OpenAPI REST API into an MCP server.

AI-native version control where intent, operation, evidence and decision are first-class objects.

Source-grounded Quickshell, QML, and Qt documentation, examples, and real-world implementations.

Editor-grade TypeScript, Markdown, and JSON intelligence for coding agents.

Local SwiftUI changed/staged checks with compact agent output and multi-module ownership.

Shared, git-tracked working memory for AI agents on the same codebase.

Git module dependencies and owning-agent routing for coding agents

Windows UI Automation MCP server for desktop inspection and element lookup. Windows only.