BPJ Startup Research MCP server
online · 100% uptimeBPJ startup cases, launch signals and validation plans. Free preview; member tools use scoped keys.
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If you have run it, two minutes of your experience saves the next person an afternoon.
BPJ Startup Research tools (5)
write = sends, deletes, buys or postsbuild_startup_planFreeMEMBER: 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.
compare_startup_casesFreeMEMBER: compare 2–4 reviewed cases for the same customer job. Retains metric periods, team evidence and limits; never converts revenue to profit.
get_startup_radarFreeMEMBER: 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.
search_startup_casesFreeMEMBER: find source-backed AI startup cases, with dated revenue/adoption/failure evidence. Default excludes company references. Relevance is not success probability.
startup_previewFreeFree preview of dated business evidence and launch signals. Explains membership access, limits and caveats; no key needed.
Public scan report
scanner v0.1.10 · 2026-10-14 · same rubric, same numbers if you re-run it
- –Code scanremote-only server, no package to scann/a
- Live reliabilityremote reachable in 599ms20/20
- Tool poisoning5 tool descriptions checked15/15
- Auth qualityAPI key sent as a header8/15
- Maintenancelast push 0 days ago15/15
- Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
How BPJ Startup Research compares
Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 88/100
- higher than 75% of 48,255 servers
- Tools
- 5
- the typical server has 7
- Tools that change things
- 0%
- typical: 0%. Fewer write tools means less an agent can break
- Uptime
- 100%
- of our recent checks; the typical remote server answers 100%
- Response time
- 272 ms
- faster than 52% of 30,031 servers
What its tools let an agent do: 4 read · 1 run or deploy
Install BPJ Startup Research in Claude Code, Cursor or VS Code
claude mcp add --transport http bpj-startup-research https://baipiaoji.com/api/startup-mcp
What the publisher says
From the BPJ Startup Research repository's README, as published. We do not edit it. Read it on GitHub
agi-site — one public monorepo, N sites
Public monorepo for the site fleet (owner decision 2026-08-19). Public repos get free GitHub Actions minutes, which ends the account-wide 2,000 min/month problem that froze every private-repo schedule on 2026-08-18.
Each site keeps its own CLAUDE.md, tooling and conventions inside its directory. Root workflows are path-filtered: a commit only deploys the site it touches. History note: each site was imported as a fresh snapshot; pre-import history lives in the original private repos (f-tiger/agiscorecard, f-tiger/aitools, f-tiger/rearchfuture, f-tiger/sexweb), which are archives now — do not push site content there.
Privacy rule for this PUBLIC repo: no owner personal archive (owner-identity/owner-trajectory), no subscriber addresses, no tokens/keys. See CLAUDE.md.
One practical workflow check
帧选：AI 漫剧与短剧找片 is a free Chinese-language discovery catalogue with dated official sources and clearly labelled viewing destinations. It does not host episodes.
For creators, the video publishing assessment tool compares preparation for six Chinese platforms using local video metadata and self-reported checks. Try the worked examples, or cite its public methodology and structured rules. Files and reports stay in the browser; suggestions are test hypotheses, not viral predictions.
Compare coding assistants on a small CRM workflow: a free local exercise covering duplicate events, retries, credential errors and ambiguous timeouts. Synthetic data only; no account or API key required. For a task that remains stuck, use the linked public workflow-question form with a sanitized example. This is a technical help entry, not a checkout.
Owner TODO (one-time, optional but recommended)
integration to f-tiger/agiscorecard (that repo is archived; a stray push there would roll the site back). Until then: simply never push there.
- Cloudflare dashboard → Workers agiscorecard → disconnect the old git
tds-crawl-log schedules are live. Still open, optional (owner deferred GA4 on 2026-08-19; D1 is the primary channel):
- CLOUDFLAREAPITOKEN_ZONE configured 2026-08-19 — tds-traffic and
GA4SERVICEACCOUNT_JSON (they no-op gracefully until then)
- bpj-growth-loop.yml: GA4PROPERTYIDBPJ, GA4SERVICEACCOUNTJSON
- GA4 steps inside tds-traffic.yml: GA4PROPERTYID_TDS,
RESENDAPIKEY/SUPABASESERVICEKEY (eco heat-alert real sends), MCPREGISTRYPRIVATE_KEY (tds registry proof) Copy the values from the old private repos' Settings → Secrets (names unchanged).
- optional senders: TELEGRAMBOTTOKEN/TELEGRAMCHATID (tds grow notify),
Nothing above is checked by us. What we check is on the safety report.
BPJ Startup Research: common questions
- Is BPJ Startup Research MCP server safe?
- Yes, by our scan: it is graded A (88/100). Read the BPJ Startup Research safety report
- How do I install BPJ Startup Research?
- It runs remotely at baipiaoji.com. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
- Does BPJ Startup Research need an API key?
- Yes. The registry entry asks for
Authorization. - Is BPJ Startup Research maintained?
- The last commit was 21 days ago (2026-10-14). The latest release is v1.0.0.
- Is BPJ Startup Research up?
- 100% of our last 28 checks got an answer. We check remote servers about four times a day.
- How does BPJ Startup Research compare with other MCP servers?
- safety score 88/100 (higher than 75% of 48,255 servers); tools 5 (the typical server has 7); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.