{"name":"AIvancements MCP Context","version":"1.0","generatedAt":"2026-06-28T14:32:28.809Z","purpose":"Machine-readable context package for agents, partner dashboards, and MCP-style retrieval surfaces.","resources":[{"uri":"/api/atlas","name":"Full AIvancements knowledge graph","mimeType":"application/json","description":"Nodes and edges for projects, founders, investors, funding, chains, lanes, risk, outcomes, and API resources."},{"uri":"/reality-gap","name":"Reality Gap chart","mimeType":"text/html","description":"Interactive Substance x Attention scatter with sourced project detail links."},{"uri":"/ai-web","name":"AI Web visual explorer","mimeType":"text/html","description":"Interactive connected map for live demos and executive pitches."},{"uri":"/methodology","name":"Scoring methodology","mimeType":"text/html","description":"Published scoring rules for Substance, Attention, and Reality Gap labels."}],"suggestedTools":[{"name":"search_ai_atlas","description":"Search projects, founders, investors, lanes, risks, and outcomes by keyword.","inputSchema":{"type":"object","properties":{"query":{"type":"string"},"kind":{"type":"string","enum":["project","person","investor","funding","lane","chain","risk","outcome","api"]}},"required":["query"]}},{"name":"get_project_dossier","description":"Return one sourced project dossier by slug.","inputSchema":{"type":"object","properties":{"projectId":{"type":"string"}},"required":["projectId"]}},{"name":"trace_graph_neighbors","description":"Return connected people, investors, funding rounds, lanes, chains, and outcomes for a node id.","inputSchema":{"type":"object","properties":{"nodeId":{"type":"string"}},"required":["nodeId"]}}],"scoringContract":{"substance":"Maturity + AI class + on-chain verification + transparency, clamped 0 to 100.","attention":"Funding tier + narrative trajectory + social tier, clamped 0 to 100.","realityGap":"Attention minus Substance. Positive means attention-heavy, negative means substance-heavy."},"guardrails":["No project ships without at least one source URL.","Public founder records require verified social or profile links.","Buyout and acquisition fields remain absent unless sourced.","Scores are computed from inputs, never hand-entered in raw project records."],"inventory":{"projects":53,"lanes":["AI Agents","Decentralized Compute","AI x DeFi","Data & Oracles","AI Launchpads / Tooling","Model / IP Networks","Infra / Frameworks"],"sources":81,"nodes":110,"edges":365}}