"laya" matching MCP tools:

• list_modelsA

  mcp-layaA

  List available laya checkpoints with their default, device, and offline status to identify which models the server can use for offline decision-making.

  MIT

• laya_run_goalA

  laya-browser-mcpA

  Pursue a natural-language goal on a page using the local Laya engine, returning a transcript, snapshot, and verification. If weights are missing, directs to Assist-mode tools.

  MIT

• laya_loadB

  laya-mlx-mcpA

  Preload a model checkpoint for Laya-MLX typed decision-making on Apple Silicon. Choose a Hugging Face model ID or local path, with optional dtype selection (float16 or float32).

  Apache 2.0

• route_stepA

  laya-mcpA

  Route a step to economy or frontier tier before running it, using a committed, versioned question schema for measurable model-routing decisions.

  Apache 2.0

• mcp_opendaw_create_talaA

  openDAW MCPB

  Generate Indian classical tala cycles with vibhag sections, tali/khali accents, and tabla bols. Choose from six talas, set cycles, tempo (laya), velocity, and start beat to produce MIDI notes in openDAW.

  Apache 2.0

• verify_stepA

  laya-mcpA

  Compare before/after accessibility captures to verify UI changes; get typed yes/no or closed-set answers about elements, roles, or errors. Treat answers as advisory evidence, not a gate.

  Apache 2.0

• laya_healthA

  laya-mcpA

  Probe backend reachability, starting the engine when needed, and report status, device, timeout, uptime, and call count. Use after daemon errors or timeouts to reveal the cause.

  Apache 2.0

• laya_gateA

  laya-mcpA

  Screen untrusted text for jailbreak, prompt injection, and sensitive data before it enters your context. Returns risk probabilities and harm severity to quarantine or summarise.

  Apache 2.0

• laya_decideA

  laya-mcpA

  Run local decisions on text, email, tickets, or JSON by defining typed questions. Get probabilities and act/escalate signals in ~10-20 ms with no text generation.

  Apache 2.0

• laya_classifyA

  laya-mcpA

  Classify a batch of text items against a fixed catalog of up to 20 labels, returning per-item labels with confidence scores.

  Apache 2.0

• laya_triageA

  laya-mcpA

  Classify incoming messages by intent, urgency, frustration, refund request, churn risk. Outputs probabilities to route and prioritize before agent escalation, with human handoff for low confidence.

  Apache 2.0

• laya_routeB

  laya-mcpA

  Determine task difficulty and required model tier, tools, or human review before executing scheduled jobs or expensive agent turns, providing an act or escalate signal to balance cost and quality.

  Apache 2.0

• maya_referenceA

  maya-mcpB

  Create and manage Maya file references to maintain live links to source files, swap versions via replace, and list, load, or unload references without breaking scene setups.

  MIT

• scene_measureA

  mcp-for-mayaA

  Measure the spatial relationship between two Maya objects via world-space bounding boxes to get distance, clearance, penetration, or overlap before moving or separating them.

  MIT

• asset_importA

  mcp-for-mayaA

  Imports Poly Haven CC0 assets into Maya by fetching FBX files and textures, auto-wiring PBR channels, enforcing polycount limits, and returning grouped bounding-box reports.

  MIT

• scene_checkpointA

  mcp-for-mayaA

  Save a self-contained .ma snapshot of in-memory Maya state to a checkpoints directory for rollback safety; overwrite protection and untitled-scene naming included.

  MIT

• mcp_opendaw_create_talaA

  opendaw-mcpB

  Create Indian classical tala rhythmic cycles with vibhags and tali/khali markings, generating tabla bols and MIDI notes for specified talas like teental or ektal.

  Apache 2.0

• maya_sessionA

  maya-mcpB

  Manage an Autodesk Maya session: query scene state, run Python commands, render stills, and create shelf buttons.

  MIT

• maya_vision3dA

  maya-mcpB

  Generate 3D assets from images or text prompts via a GPU-powered Vision3D server. Start jobs, poll progress, and download results.

  MIT

• reset_session_statsA

  maya-mcpB

  Zero Maya's session statistics counters instantly. Use at the start of a new session when the automatic idle reset has not yet occurred.

  MIT

• camera_orbitA

  mcp-for-mayaA

  Create an animated turntable camera that orbits a specified point in Maya, generating motion curves for rendering or reviewing a scene from all angles.

  MIT