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Use this instead of calling get_model repeatedly: it aligns the fields and marks which subjects a model has not been tested on, so a missing score is not read as a low one.","write_action":true,"price_micros":0,"input_schema":{"type":"object","properties":{"ids":{"type":"array","items":{"type":"string"},"description":"2-6 OpenRouter ids, e.g. ['anthropic/claude-opus-5','openai/gpt-5.2']"},"monthlyMillionTokens":{"type":"number","description":"Volume for the cost estimate. Default 10 (10M tokens a month)."}},"required":["ids"]}},{"name":"estimate_cost","description":"What one model costs per month at a given token volume, in USD and KRW. Token prices are per million and hard to reason about directly; this turns them into a monthly bill. 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Returns the score, price and context deltas so you can judge; we do not pick for you.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"id":{"type":"string","description":"OpenRouter id or Hugging Face repo id"}},"required":["id"]}},{"name":"get_model","description":"Pricing, context length and catalog status for one model. Accepts an OpenRouter id (anthropic/claude-opus-5) or a Hugging Face repo id.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"id":{"type":"string"}},"required":["id"]}},{"name":"get_price_history","description":"Price history for one model: when the price changed and to what. The public catalog only exposes the current price, so this answers 'was this cheaper last month?'. Each entry holds until the next one. History starts when AI Wave began recording, not when the model launched.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"id":{"type":"string","description":"OpenRouter id or Hugging Face repo id"}},"required":["id"]}},{"name":"get_today","description":"Today in one call: the top 5 models, which ones climbed, whose pricing changed in the last 24h, and what was newly listed in the last 7 days. Use this instead of paging list_model_changes and re-deriving the summary: price changes are already collapsed to one per model, with the raw count kept.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{}}},{"name":"list_model_changes","description":"Changes across AI models: new releases, price changes, API changes and deprecations. Normalized from vendor release notes, Hugging Face, the OpenRouter catalog, GitHub and the LiteLLM price map, deduplicated per model, each marked official or pending review. 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Sort by a subject (math, coding, science, reading) to find a model good at one thing.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"vendor":{"type":"string","description":"OpenRouter namespace, e.g. anthropic"},"maxInputPrice":{"type":"number","description":"USD per 1M input tokens"},"minContext":{"type":"number"},"minIntelligence":{"type":"number","description":"Lowest acceptable overall index. Leaders sit near 53; the median is 16."},"sortBy":{"type":"string","enum":["intelligence","korean","buzz","science","math","coding","reading","knowledge","instruction","hardReasoning"],"description":"Ranking basis. Default 'intelligence' (overall). 'buzz' is popularity, not skill."},"outputs":{"type":"string","enum":["text","image","audio","video"],"description":"What the model produces. A model that accepts video but writes text is 'text', not 'video': filter on what you need made, not what it can read."},"mode":{"type":"string","enum":["chat","embedding","rerank","audio_transcription","audio_speech","video_generation"],"description":"What the model does. Non-chat modes are priced in other units: check price.unit."},"accepts":{"type":"string","enum":["text","image","audio","video","file"],"description":"What the model must be able to take in, e.g. image for vision tasks."},"limit":{"type":"number","description":"1-50, default 10"}}}}],"scan":{"score":89,"grade":"A","scanned_at":"2026-09-19T10:17:25.866Z","report":{"scannerVersion":"0.1.3","scannedAt":"2026-09-19T10:17:25.857Z","components":{"code":{"score":25,"max":25,"notes":["2 source files scanned"]},"reliability":{"score":20,"max":20,"notes":["remote reachable in 1607ms"]},"poisoning":{"score":15,"max":15,"notes":["8 tool descriptions checked"]},"auth":{"score":8,"max":15,"notes":["API key sent as a header"]},"maintenance":{"score":15,"max":15,"notes":["last push 8 days ago"]},"identity":{"score":6,"max":10,"notes":["namespace and repository owner differ","website matches verified namespace"]}},"findings":[],"inputs":{"probes":[{"url":"https://aiwave.elopstudio.com/api/mcp","reachable":true,"authRequired":false,"latencyMs":1607,"serverInfo":{"name":"ai-wave","version":"1.0.3"}}],"packages":[{"registryType":"npm","identifier":"@elopstudio/ai-wave-mcp","version":"1.0.3","found":true,"license":"MIT","hasInstallScripts":false,"dependencyCount":0,"publishedAt":"2026-09-15T01:24:13.713Z","repositoryUrl":"git+https://github.com/elopstudio/ai-wave-mcp.git","weeklyDownloads":339}],"repo":{"found":true,"owner":"elopstudio","repo":"ai-wave-mcp","archived":false,"pushedAt":"2026-09-11T00:05:35Z","stars":0,"forks":0,"openIssues":0,"ownerType":"Organization","ownerAvatarUrl":"https://avatars.githubusercontent.com/u/264894684?v=4","ownerCreatedAt":"2026-03-02T01:36:43Z","license":"MIT"},"icon":{"url":"https://aiwave.elopstudio.com/logo-180.png","source":"site","width":180,"height":180},"presence":{"stars":0,"forks":0,"downloadsWeek":339,"license":"MIT","lastPushAt":"2026-09-11T00:05:35.000Z","score":36}}}},"grade_history":[],"reviews":[]}