{"id":"vast-ai-research-tripo-mcp","name":"tripo-mcp","homepage":"https://platform.tripo3d.ai","repo_url":"https://github.com/VAST-AI-Research/tripo-mcp","category":"ai-ml","subcategories":[],"tags":["mcp","model-context-protocol","blender","3d-generation","python","ai-integration","tripo"],"what_it_does":"Provides an MCP (Model Context Protocol) server that integrates AI assistants with Tripo for generating 3D assets from natural language and importing the results into Blender (currently focused on Tripo Blender Addon integration).","use_cases":["Generate 3D models from text prompts using Tripo via an MCP-enabled assistant (e.g., Claude Desktop/Cursor).","Assist Blender workflows by triggering Tripo-based 3D asset generation and import through an AI chat interface."],"not_for":["Production-grade automation without further validation (repo is described as alpha).","Use cases requiring a stable, fully specified programmatic HTTP/SDK interface beyond MCP.","Workflows that need precise rate-limit, retry, or idempotency guarantees as documented by this project."],"best_when":"You already use Tripo’s Blender addon and want an MCP-compatible assistant interface to drive Tripo 3D generation into Blender.","avoid_when":"You need comprehensive API documentation, explicit operational guarantees (retries/idempotency/rate limits), or strong, documented security controls at the MCP server layer.","alternatives":["Use the Tripo AI Blender addon directly (without MCP).","Build a custom integration using Tripo’s API (if available) plus Blender automation scripts.","Use other MCP tooling or community MCP wrappers for 3D/asset generation that provide clearer contracts and operational guidance."],"af_score":33.8,"security_score":36.2,"reliability_score":23.8,"package_type":"mcp_server","discovery_source":["github"],"priority":"high","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-03-30T13:39:03.329598+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":["Python"],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":["MCP server configuration (client-side)"],"oauth":false,"scopes":false,"notes":"README does not describe authentication mechanisms for Tripo or the MCP server (e.g., API keys, OAuth). Auth appears to be handled implicitly/externally via the Tripo Blender addon or runtime configuration, but this is not documented here."},"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 for this MCP server is provided. Tripo usage costs (if any) are not described in the README."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":33.8,"security_score":36.2,"reliability_score":23.8,"mcp_server_quality":45.0,"documentation_accuracy":55.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":40.0,"rate_limit_clarity":0.0,"tls_enforcement":60.0,"auth_strength":30.0,"scope_granularity":20.0,"dependency_hygiene":45.0,"secret_handling":30.0,"security_notes":"TLS/auth/secret-handling are not described in the README. As an MCP server wrapper around Tripo/Blender, it likely needs credentials (not documented here). Treat it as requiring additional review of transport security, credential management, and command execution boundaries in the server implementation.","uptime_documented":0.0,"version_stability":35.0,"breaking_changes_history":40.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Project is labeled alpha; capabilities may be incomplete or change over time.","README does not document MCP tool schemas, inputs/outputs, authentication/credentials, rate limits, or retry/idempotency behavior, which can cause agents to behave unpredictably under failures."]}}