{"uid":"cap_jlSA6XfYv1kpWHx8HoeLn","slug":"prompt-refiner-mcp-9cf1f022","name":"Prompt Refiner 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/prompt-refiner-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":"0.05","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":"$0.05/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.05","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.05","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_oGbYgADHLfC1gwLfvPkWL","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.05","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Refines and improves AI prompts submitted as text, returning an enhanced version optimized for clarity and effectiveness","exampleAgentPrompt":"Can you refine this prompt I wrote so it's clearer and more effective: 'write me a blog post about dogs'?","exampleUseCases":[{"title":"Polishing a vague chatbot instruction","prompt":"I have this rough prompt I want to send to GPT-4: 'summarize meeting notes' — can you refine it so it's more specific and gets better results?"},{"title":"Improving a code-generation prompt","prompt":"Rewrite this prompt for me to make it work better for code generation: 'write python code to read a file and count words' — I want it more precise and complete."},{"title":"Optimizing a creative writing request","prompt":"Can you take this prompt and make it more compelling and detailed before I use it: 'write a short story about a robot who feels lonely'?"}],"resultDescription":"Returns a refined, improved version of the submitted prompt text with better clarity, specificity, and effectiveness for use with AI language models","failureModes":["Empty or missing 'data' field returns an error response","Extremely long input text may be truncated or rejected","Non-prompt or nonsensical input may return minimally changed output","Network timeout if the refinement model is under high load","Payment failure (402) if USDC balance is insufficient"],"whenToPreferThis":"Choose this endpoint when an agent or user needs to systematically improve raw or poorly-formed prompts before sending them to an LLM, especially in automated pipelines where prompt quality matters. Useful for pre-processing user inputs in agentic workflows that rely on downstream LLM calls.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-12T00:42:11.381Z","isFirstParty":false,"canonicalSlug":"prompt-refiner-mcp-9cf1f022"}