{"mcpName":"station__graph-ops__graph-analyze","slug":"graph-ops__graph-analyze","label":"graph-analyze","description":"Analyze a graph structure.","domainSlug":"graph-ops","pvRelevance":"non-pv","backend":"external","agentMetadata":{"idempotent":null,"read_only":null,"expected_latency_ms":null,"cost_tokens_estimate":null,"pipes_to":null},"inputSchema":{"properties":{"analysis":{"description":"Analysis mode: - \"centrality\": betweenness centrality for all vertices - \"components\": connected components - \"shortest_path\": BFS shortest path (requires from_vertex, to_vertex) - \"dijkstra\": weighted shortest path (requires from_vertex, to_vertex) - \"pagerank\": iterative PageRank - \"communities\": Louvain community detection - \"scc\": strongly connected components - \"topo_sort\": topological sort (returns None if cycles exist)","type":"string"},"damping":{"type":"number"},"edges":{"description":"Edge definitions (required).","items":{"type":"object"},"type":"array"},"from_vertex":{"minimum":0,"type":"integer"},"max_iterations":{"minimum":0,"type":"integer"},"to_vertex":{"minimum":0,"type":"integer"},"tolerance":{"type":"number"},"vertices":{"items":{"type":"object"},"type":"array"}},"required":["vertices","edges","analysis","damping","max_iterations","tolerance"],"type":"object"},"example":null,"taxonomy":{"rank":{"domain":"Substrata","kingdom":"Constructa","phylum":"Configa","class":"station-config","order":"graph","family":"mcp-tool-config"},"characteristics":{"substrate":"config","domain":"pv","lifecycle":"continuous","stateful":false,"persistence":"none","authority":"read","compounding":"producer","io_input":"agent-request","io_output":"tool-response"}},"_links":{"html":"/tools/graph-ops__graph-analyze","markdown":"/tools/graph-ops__graph-analyze/raw.md","invoke":"/api/mcp","catalog":"/api/mcp"}}