{"id":"ivanmurzak-unity-ai-animation","name":"Unity-AI-Animation","homepage":null,"repo_url":"https://github.com/IvanMurzak/Unity-AI-Animation","category":"ai-ml","subcategories":[],"tags":["ai","unity","animation","mcp","gamedev","editor","animator","animationclips","automation"],"what_it_does":"Unity editor tooling that exposes MCP “tools” to create and modify Unity AnimationClips and AnimatorControllers (e.g., create/get/modify .anim and .controller assets) via natural-language commands, built on top of the “AI Game Developer” Unity-MCP platform.","use_cases":["Rapid prototyping of procedural animation and state-machine setups","Automating repetitive AnimatorController work (states, transitions, parameters)","Generating or updating AnimationClips (keyframes/curves/events/property changes) from text instructions","Streamlining complex animator wiring during iteration"],"not_for":["Production pipelines that require a fully controlled, deterministic offline build step with no editor-side automation","Use as a standalone HTTP/REST service (it is an editor/MCP integration)","Teams that cannot run editor imports/Unity package installers"],"best_when":"You are already using the Unity-MCP client workflow and want text-driven editor operations for animation assets.","avoid_when":"You need strict auditability of every change with formal change-management and strong access controls beyond local editor permissions.","alternatives":["Direct Unity editor scripting using C# (custom editor scripts/AssetDatabase + Animator/Animation APIs)","Dedicated Unity animation toolchains (e.g., custom procedural animation frameworks)","Other Unity MCP/agent integrations (e.g., Unity-MCP platform tools)"],"af_score":55.8,"security_score":23.5,"reliability_score":28.8,"package_type":"mcp_server","discovery_source":["github"],"priority":"high","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-03-30T15:23:01.229134+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":true,"mcp_server_url":null,"has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":["MCP client + Unity editor local session (no explicit auth described in provided README)"],"oauth":false,"scopes":false,"notes":"The provided README does not document authentication or authorization mechanisms for the MCP tools; usage appears to be via local Unity editor/MCP client workflow."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing information in provided content."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":55.8,"security_score":23.5,"reliability_score":28.8,"mcp_server_quality":65.0,"documentation_accuracy":70.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":90.0,"rate_limit_clarity":10.0,"tls_enforcement":10.0,"auth_strength":20.0,"scope_granularity":20.0,"dependency_hygiene":30.0,"secret_handling":40.0,"security_notes":"Security posture cannot be fully assessed from the provided README. Authentication/authorization, TLS/network details, and secret-handling practices for the MCP toolchain are not documented here. As an editor automation tool, primary risk is unintended asset modification when driven by an agent.","uptime_documented":0.0,"version_stability":55.0,"breaking_changes_history":20.0,"error_recovery":40.0,"idempotency_support":"false","idempotency_notes":"No idempotency guarantees described. Likely asset creation/modification may be non-idempotent depending on tool semantics (create vs modify).","pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Editor asset operations may depend on Unity project state (missing assets, invalid paths, or selection context)","“Create” operations likely risk duplicates if run repeatedly without checks","AnimatorController modifications can be sensitive to existing layer/state/transition structure"]}}