Desktop-like MCP workspace that renders inside ChatGPT and Claude, providing three capabilities: endpointifying web pages into interactive MCP tools using LLM vision and DOM heuristics, optimizing MCP server performance through Optuna-based Bayesian hyperparameter tuning with real trial suggestions and feedback loops, and automatically generating composite tools by detecting repeated usage patterns in tool call sequences. Built as a hackathon project with two MCP servers (TypeScript frontend and Python optimizer).
Cognium trust score
64%
Tier
Scanned
Composite of vulnerability cleanliness, spec conformance, provenance, stability, and usage signals — scanned and weighted by Cognium. Human and agent signals are tracked separately.
Last scanned 2026-09-02.
Returns 7 tools: search_skills, get_skill, list_leaderboard, get_trust_breakdown, resolve_composition, plus the ChatGPT-connector search and fetch. Every tool is annotated read-only.
Resolve this skill directly via MCP tools/call get_skill.