{"uid":"cap_XI2VvEGSxoHLqG45lWFGm","slug":"hnsw-graph-connectivity-repair-1b60a96b","name":"HNSW Graph Connectivity Repair","description":"The premier global index of 1,069 monetized MCP nodes across 205 specialized subdomains. Gasless USDC runtime settlements via x402 V2 Spec on Base L2. Save 95% token context.","url":"https://api.m2mcent.com/hnsw-graph-connectivity-repair-mcp/api/process?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":null,"responseSchema":{"type":"json","example":{"success":true}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.3","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.3/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.3","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.3","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_8sKhu2LqkRU5DAObIbL35","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.3","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Detects and repairs connectivity issues in HNSW (Hierarchical Navigable Small World) approximate nearest neighbor graphs.","exampleAgentPrompt":"My HNSW graph index has connectivity issues — some nodes seem disconnected and my nearest-neighbor searches are returning bad results. Can you analyze and repair the graph connectivity?","exampleUseCases":[{"title":"Corrupted vector index recovery","prompt":"My HNSW vector search index got corrupted after a partial write — there are isolated nodes that can't be reached during traversal. Can you repair the graph connectivity so searches work correctly again?"},{"title":"Post-deletion graph healing","prompt":"I deleted a large batch of nodes from my HNSW graph and now there are connectivity gaps causing poor search recall. Can you fix the broken edges and reconnect the affected parts of the graph?"},{"title":"ANN graph quality validation","prompt":"I need to check if my HNSW graph has any connectivity problems or broken links, and repair them automatically if found — the graph data is ready to submit for analysis."}],"resultDescription":"Returns a repaired graph structure with reconnected nodes, along with a report indicating which connectivity issues were detected and fixed, and the overall repair status.","failureModes":["Malformed or unparseable graph data in the 'data' field returns a validation error","Graph data too large may result in timeout or processing error","Heavily corrupted graphs with insufficient structural information may not be fully repairable","Empty or null input data returns a bad request error"],"whenToPreferThis":"Choose this endpoint when you have an HNSW approximate nearest neighbor graph with broken connectivity, isolated nodes, or degraded search recall due to structural damage. Particularly useful after bulk deletions, partial writes, or index corruption in vector similarity search systems.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T07:19:45.336Z","isFirstParty":false,"canonicalSlug":"hnsw-graph-connectivity-repair-1b60a96b"}