Developer Tools MCP servers

Git-aware safe file ops for AI agents: delete anything except git-tracked source code.

F1-grade MCP certification. 52 tests, 9 tiers (49 scored + T9 Receipt validation). Ecosystem: #2759

Sandboxed repo access for coding agents: search, read, patch, run, git -- confined to a repo root.

Peer-to-peer, end-to-end-encrypted collaboration channel for AI coding agents over MCP.

Cited, OSV-gated, injection-hardened web briefs for coding agents. Verified, never raw web.

Offline MCP server for local Qt 4.8, Qt 5, and Qt 6 documentation with full-text search.

Install + verify the panini-connector SDK on self-hosted sites, driven by AI agents.

Agent-first MCP. 11 AST adapters, 12 named languages, 51 tools, mission outcomes. Local.

AI design fidelity — compare Figma designs or screenshots against rendered UI. No API keys.

Automated web QA via Chrome DevTools MCP — a11y, security, visual, env diff, CI; Aegis redaction.

Persistent, read-only codebase memory for Claude Code; ask it instead of re-reading files.

MCP server exposing an Outflow workspace's live architecture graph as context for AI coding agents

Tabler.io for AI assistants: search 5,000+ icons, UI components, layouts, themes and docs.

Ship and edit static sites from any MCP-compatible AI. The AI is the brain; Krexel is the hands.

Control the Unity and Godot editors from AI clients: scenes, scripts, physics, materials.

MCP server exposing Google Antigravity (agy CLI / Gemini): jobs, codebase analysis, file tools.

Profile Shopify Liquid performance, find slow theme code, and explain fixes in plain language.

Finds open source issues where beginners actually succeed, ranked by a 0-100 beginner score.

MCP bridge to a live Skia Studio tab: AGSL/SkSL shader authoring, graph editing, screenshots.

N3MO: Code intelligence engine mapping repositories into queryable symbol graphs.

Local Git-history memory for coding agents: reverts, suppressions, hotspots, and annotations.

MCP server for t-rush. Exposes TODO/FIXME scanning and streak tracking to AI agents.

MCP server that wraps Prismatic's Prism CLI tool

Code knowledge graph over MCP: token-budgeted context for AI coding agents.

Pass the baton between coding agents: convert sessions across Claude Code, OpenCode, Codex & more.

BugBrain QA platform for AI coding tools: autonomous exploratory testing, test plans, a11y audits.

The static analyzer your AI agent reads — fix-ready, machine-readable scan reports over MCP.

Render and verify native Rust GUIs headlessly: access tree, query, a11y, screenshots, motion.