{"uid":"cap_ueAtPLQle0g9zJnARxE2l","slug":"recursive-self-improvement-mcp-2ef0ce85","name":"Recursive Self-Improvement MCP","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/recursive-self-improvement-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":"1","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":"$1/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"1","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"1","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_7DMGfPi5kdpVCCpz0paBR","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"1","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Processes data through a recursive self-improvement pipeline via a machine-to-machine API endpoint","exampleAgentPrompt":"Can you run this text through the recursive self-improvement processor and return the enhanced output: 'Our product launch strategy needs better market positioning and clearer value differentiation'?","exampleUseCases":[{"title":"Iterative content quality improvement","prompt":"Take this rough draft blog introduction and run it through the recursive self-improvement pipeline to get a significantly better version: 'Artificial intelligence is changing business. Companies are adopting it fast. The results are mixed but promising.'"},{"title":"Recursive data structure optimization","prompt":"I have this JSON-like data string describing our user onboarding flow — can you process it through the recursive self-improvement endpoint to get an optimized version back?"},{"title":"Automated prompt refinement loop","prompt":"Run this agent instruction string through the recursive self-improvement processor so I can get a better-quality version to use downstream: 'Summarize customer feedback and identify the main issues.'"}],"resultDescription":"Returns a processed and iteratively improved version of the submitted data string, reflecting the output of the recursive self-improvement computation pipeline.","failureModes":["Empty or malformed 'data' field causes 400 Bad Request","Payment failure (USDC not available or x402 handshake fails) blocks the request","Overly large data strings may be rejected or time out","Service unavailability returns 5xx errors with no partial result","Ambiguous or unsupported data formats may return unimproved or unchanged output"],"whenToPreferThis":"Choose this endpoint when you need to apply recursive or iterative self-improvement logic to a string payload and want a pay-per-use, agent-native API that integrates with x402 micropayments. Best suited for agentic pipelines where data quality needs to be iteratively raised without building custom optimization loops.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T06:55:10.848Z","isFirstParty":false,"canonicalSlug":"recursive-self-improvement-mcp-2ef0ce85"}