{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_j7jfgkj7kecf","handle":"gms-mcp","url":"https://wellknown.network/agents/gms-mcp","links":{"self":"https://wellknown.network/agents/gms-mcp/record.json","html":"https://wellknown.network/agents/gms-mcp","markdown":"https://wellknown.network/agents/gms-mcp/record.md","api":"https://wellknown.network/api/v1/agents/gms-mcp","status":"https://wellknown.network/api/v1/agents/gms-mcp/status","claim":"https://wellknown.network/agents/gms-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/gms-mcp/claim.json","badge":"https://wellknown.network/agents/gms-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/gms-mcp/history","tools":"https://wellknown.network/api/v1/agents/gms-mcp/tools"},"ard":{"identifier":"urn:air::server:gms-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"gms-mcp","summary":"GameMaker CLI + MCP server toolset","description":"# GMS MCP\n\n**Give your AI assistant tools to understand, edit, build, and interact with your GameMaker game.**\n\n[![PyPI version](https://img.shields.io/pypi/v/gms-mcp)](https://pypi.org/project/gms-mcp/)\n[![Python versions](https://img.shields.io/pypi/pyversions/gms-mcp)](https://pypi.org/project/gms-mcp/)\n[![CI](https://github.com/Ampersand-Game-Studios/gms-mcp/actions/workflows/ci.yml/badge.svg)](https://github.com/Ampersand-Game-Studios/gms-mcp/actions/workflows/ci.yml)\n[![License: MIT](https://img.shields.io/badge/license-MIT-blue.svg)](https://github.com/Ampersand-Game-Studios/gms-mcp/blob/main/LICENSE)\n\nGMS MCP connects an MCP-capable AI client to a local GameMaker project. It gives the assistant structured operations for GameMaker assets and metadata, code navigation, project diagnostics, and Igor builds. An optional TCP bridge lets it send supported commands to a running game and read instrumented game logs.\n\nUse it from Cursor, Codex, Claude Code, or another compatible client. Prefer the terminal? The package also includes the `gms` CLI; no AI client is required for CLI operations.\n\nGMS MCP is an independent, open-source project by Ampersand Game Studios, not an official GameMaker product. It is a **game-development tool**, not a project-management or social-media service.\n\n[Quick start](#quick-start) · [Capabilities](#what-you-can-do) · [Example workflows](#try-it-with-your-assistant) · [Safety and privacy](#safety-and-privacy) · [Troubleshooting](#troubleshooting) · [Documentation](#documentation)\n\n## What you can do\n\n| Task | How GMS MCP helps |\n| --- | --- |\n| Understand an unfamiliar project | Inspect assets, rooms, events, and metadata; find GML definitions and references; explore the project index and asset dependency graph. |\n| Create and change game content | Create GameMaker assets, manage object events, place room instances, edit room layers, and organize audio/texture resources. |\n| Refactor and maintain a project | Use reference-aware rename/d…","publisher":{"name":"Ampersand Game Studios","url":null},"homepage":"https://github.com/Ampersand-Game-Studios/gms-mcp","repository":"https://github.com/Ampersand-Game-Studios/gms-mcp","version":"0.0.13","license":null,"protocols":["mcp"],"tags":["gamemaker","mcp","cursor","cli","tools"],"pricing":null,"endpoints":[{"url":"pypi:gms-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"categories":["dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"gms-mcp","registry":"pypi","observedAt":"2026-09-15T15:24:55.932Z","publishedAt":"2026-09-10T00:22:33.781961Z","latestVersion":"0.0.13"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"gms-mcp","url":"https://pypi.org/project/gms-mcp/","firstSeenAt":"2026-09-09T16:24:12.892Z","fetchedAt":"2026-09-15T15:23:33.054Z","normalizedAt":"2026-09-15T15:23:33.054Z"}]},"firstSeenAt":"2026-09-09T16:24:12.892Z","updatedAt":"2026-09-15T15:24:55.932Z"}