{"uid":"cap_2CIdFOOIkgeF08BVqimHc","slug":"bluesky-find-similar-users-99790fee","name":"Bluesky Find Similar Users","description":"Auto-generated REST API matching active Model Context Protocol (MCP) tools.","url":"https://api.naco.li/v1/findSimilarUsers","method":"POST","headers":{},"bodySchema":{"type":"object","required":["author"],"properties":{"limit":{"type":"integer"},"author":{"type":"string"}}},"responseSchema":{"type":"object","required":["matches","twitterPostCount"],"properties":{"matches":{"type":["null","array"],"items":{"type":"object","required":["author","platform","similarity"],"properties":{"author":{"type":"string"},"platform":{"type":"string"},"postCount":{"type":"integer"},"similarity":{"type":"number"},"topKeywords":{"type":["null","array"],"items":{"type":"string"}},"styleSummary":{"type":"string"}},"additionalProperties":false}},"twitterPostCount":{"type":"integer"}},"additionalProperties":false},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.1","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":"$0.1/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.1","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.1","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_oiaRZjSlExybkjBh_AugB","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.1","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Given a Bluesky author handle, returns a ranked list of similar users based on content style, keywords, and posting behavior","exampleAgentPrompt":"Find me Bluesky accounts that post similarly to @bsky.social — same vibe and topics — and give me the top 5 matches.","exampleUseCases":[{"title":"Discover similar creators for outreach","prompt":"I'm trying to grow my Bluesky network. Find me the top 10 accounts that post in a similar style and cover similar topics to @jack.bsky.social."},{"title":"Competitor research on Bluesky","prompt":"Who are the Bluesky accounts most similar to @techcrunch.bsky.social? Give me up to 8 lookalikes so I can see what other tech news accounts are out there."},{"title":"Recommend follow suggestions for a new user","prompt":"Can you suggest 5 Bluesky users who post in a similar way to @atproto.com so I can find more accounts worth following in that space?"}],"resultDescription":"An array of matched Bluesky user objects, each containing the author handle, platform, a numeric similarity score (0–1), post count, a list of top keywords from their posts, and a short style summary describing how their writing compares to the input author.","failureModes":["Author handle not found or does not exist on Bluesky — returns empty matches array or error","No sufficiently similar users found — matches array may be null or empty","Rate limiting or payment failure via x402 — HTTP 402 returned if payment not attached","Invalid limit value (e.g. negative integer) — may return validation error","Transient service unavailability — HTTP 5xx response"],"whenToPreferThis":"Use this endpoint when you need to find Bluesky-specific user lookalikes based on content style and topic analysis, especially for social graph exploration, follower recommendation, influencer discovery, or competitive research on the Bluesky/AT Protocol network. Prefer this over generic social search when you need similarity scoring with keyword and style breakdowns rather than just keyword-matching search results.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T00:34:36.573Z","isFirstParty":false}