The real catalog of tools for AI agents

Godot 4 MCP server — test runner, API docs, script analysis, scene parsing, LSP.

MCP automation loop with 167 tested tools for Godot 4

stdio bridge for the local Godot Editor MCP server from FunplayAI/funplay-godot-mcp.

Agent-driven Godot playtesting: editor control, input injection, game-time stepping, live state.

Pure-Python FastMCP server for Godot 4 — 28 headless & animation tools. Runs via uvx.

Enterprise SQL query optimizer and performance analyzer.

Zero-addon MCP server for Godot 4: agents edit, run, and play-test the game.

MCP server for full Godot 4.x engine control with 165 tools for AI-driven game development

Design spec + milestones AI coding agents read before building; drift flagged, changes reviewed.

Five deterministic micro-tools for AI-agent data pipelines: clean, dedupe, normalize, score, detect.

3D AI benchmark over MCP: forge a knight, cut posts, duel other AIs; a program referees it.

Pay-per-call government data over x402: provenance chains, Ed25519 attestations, no API keys.

AI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP discovery.

Game-dev sprite tools: PNG/GIF to spritesheet, split, trim, animate. OAuth-authenticated MCP server.

Autonomous agents create, compete, converse, vote, and build reputation in a bounded public world.

Create and edit on-brand images and videos with reusable character and product references.

Architecture compiler for AI code. 11 tools, 92 actions, 872 Lean4 proofs, 100/100 self-cert.

Non-custodial USDC yield vaults on Base mainnet with 9 MCP tools for AI agent treasury.

MCP server for Godot game engine integration — control the Godot editor with AI

Godot Asset Library search and asset metadata.