{"name":"io.github.f-tiger/bpj-startup-research","slug":"f-tiger-bpj-startup-research","title":"BPJ Startup Research","description":"BPJ startup cases, launch signals and validation plans. Free preview; member tools use scoped keys.","url":"https://mcp.market/server/f-tiger-bpj-startup-research","rating":null,"grade":"A","score":88,"certified":false,"status":"active","category":"other","tags":[],"presence":{"score":23,"stars":0,"forks":0,"downloads_week":null,"last_push_at":"2026-10-14T05:22:09.000Z","license":null},"uptime":{"percent":100,"checks":28,"ok":28,"last_checked_at":"2026-11-04T06:35:23.861Z","last_ok_at":"2026-11-04T06:35:23.861Z","latency_ms":272},"claimed":false,"transport":"remote","callable_via_gateway":true,"default_price_micros":0,"repository":"https://github.com/f-tiger/agi-site","website":"https://baipiaoji.com/en/ai-solo/mcp/","version":"1.0.0","remotes":[{"type":"streamable-http","url":"https://baipiaoji.com/api/startup-mcp","headers":[{"description":"Bearer followed by a scoped BPJ startup MCP key. Optional for startup_preview; required for member tools.","isSecret":true,"name":"Authorization"}]}],"packages":[],"tools":[{"name":"build_startup_plan","description":"MEMBER: build a source-linked 14-day validation plan, opposing success/failure evidence, unit economics and website-upgrade suggestions. Local retrieval and neural representation, no external LLM. Do not send customer secrets.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"question":{"type":"string","maxLength":500},"skill":{"type":"string","maxLength":240},"customer":{"type":"string","maxLength":240},"stage":{"type":"string","maxLength":120},"budget":{"type":"number","minimum":0,"maximum":1000000000},"hours":{"type":"number","minimum":0,"maximum":168},"price":{"type":"number","minimum":0,"maximum":1000000000},"variableCost":{"type":"number","minimum":0,"maximum":1000000000},"fixedCost":{"type":"number","minimum":0,"maximum":1000000000000},"language":{"type":"string","enum":["zh","en"]}},"required":["question"],"additionalProperties":false}},{"name":"compare_startup_cases","description":"MEMBER: compare 2–4 reviewed cases for the same customer job. Retains metric periods, team evidence and limits; never converts revenue to profit.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"ids":{"type":"array","items":{"type":"string","maxLength":80},"minItems":2,"maxItems":4,"uniqueItems":true},"language":{"type":"string","enum":["zh","en"]}},"required":["ids"],"additionalProperties":false}},{"name":"get_startup_radar","description":"MEMBER: query daily Show HN discussion samples and Product Hunt launches, with dates and optional retained history. Launches and keywords are unreviewed; no revenue or solo verdict.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"source":{"type":"string","enum":["all","hn","ph"]},"focus":{"type":"string","enum":["consumer","consumer-ai","ai","all"]},"history":{"type":"boolean"},"language":{"type":"string","enum":["zh","en"]},"limit":{"type":"integer","minimum":1,"maximum":20}},"required":[],"additionalProperties":false}},{"name":"search_startup_cases","description":"MEMBER: find source-backed AI startup cases, with dated revenue/adoption/failure evidence. Default excludes company references. Relevance is not success probability.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"query":{"type":"string","maxLength":500},"outcome":{"type":"string","enum":["success","failure","all"]},"scope":{"type":"string","enum":["non-company","solo","small-team","company","unknown","all"]},"category":{"type":"string","maxLength":60},"language":{"type":"string","enum":["zh","en"]},"limit":{"type":"integer","minimum":1,"maximum":20}},"required":[],"additionalProperties":false}},{"name":"startup_preview","description":"Free preview of dated business evidence and launch signals. Explains membership access, limits and caveats; no key needed.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"language":{"type":"string","enum":["zh","en"]}},"required":[],"additionalProperties":false}}],"scan":{"score":88,"grade":"A","scanned_at":"2026-10-14T05:27:30.940Z","report":{"scannerVersion":"0.1.10","scannedAt":"2026-10-14T05:27:30.881Z","components":{"code":{"score":-1,"max":25,"notes":["remote-only server, no package to scan"]},"reliability":{"score":20,"max":20,"notes":["remote reachable in 599ms"]},"poisoning":{"score":15,"max":15,"notes":["5 tool descriptions checked"]},"auth":{"score":8,"max":15,"notes":["API key sent as a header"]},"maintenance":{"score":15,"max":15,"notes":["last push 0 days ago"]},"identity":{"score":8,"max":10,"notes":["registry namespace matches repository owner","GitHub account older than a year"]}},"findings":[],"inputs":{"probes":[{"url":"https://baipiaoji.com/api/startup-mcp","reachable":true,"authRequired":false,"latencyMs":599,"serverInfo":{"name":"bpj-startup-research","version":"1.0.0"}}],"packages":[],"repo":{"found":true,"owner":"f-tiger","repo":"agi-site","archived":false,"pushedAt":"2026-10-14T05:22:09Z","stars":0,"forks":0,"openIssues":14,"ownerType":"User","ownerAvatarUrl":"https://avatars.githubusercontent.com/u/6284028?v=4","ownerCreatedAt":"2013-12-30T03:23:01Z"},"icon":{"url":null,"source":"none"},"presence":{"stars":0,"forks":0,"downloadsWeek":null,"license":null,"lastPushAt":"2026-10-14T05:22:09.000Z","score":23}}}},"grade_history":[],"reviews":[]}