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BPJ Startup Research

R0· no sign-in

BPJ startup cases, launch signals and validation plans. Free preview; member tools use scoped keys.

v1.0.0 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality91strong
Trust92of 100
Uptime, 30 days95%
Latency p50282 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "bpj-startup-research": {
      "type": "http",
      "url": "https://baipiaoji.com/api/startup-mcp",
      "headers": {
        "Authorization": "Bearer ${BPJ_STARTUP_RESEARCH_TOKEN}"
      }
    }
  }
}
claude mcp add --transport http bpj-startup-research https://baipiaoji.com/api/startup-mcp --header "Authorization: Bearer ${BPJ_STARTUP_RESEARCH_TOKEN}"
[mcp_servers.bpj-startup-research]
url = "https://baipiaoji.com/api/startup-mcp"
bearer_token_env_var = "BPJ_STARTUP_RESEARCH_TOKEN"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "bpj-startup-research": {
      "type": "remote",
      "url": "https://baipiaoji.com/api/startup-mcp",
      "enabled": true,
      "headers": {
        "Authorization": "Bearer {env:BPJ_STARTUP_RESEARCH_TOKEN}"
      }
    }
  }
}
{
  "mcpServers": {
    "bpj-startup-research": {
      "type": "http",
      "url": "https://baipiaoji.com/api/startup-mcp",
      "headers": {
        "Authorization": "Bearer ${BPJ_STARTUP_RESEARCH_TOKEN}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=bpj-startup-research&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYmFpcGlhb2ppLmNvbS9hcGkvc3RhcnR1cC1tY3AiLCJoZWFkZXJzIjp7IkF1dGhvcml6YXRpb24iOiJCZWFyZXIgJHtCUEpfU1RBUlRVUF9SRVNFQVJDSF9UT0tFTn0ifX0%3D"
}
{
  "servers": {
    "bpj-startup-research": {
      "type": "http",
      "url": "https://baipiaoji.com/api/startup-mcp",
      "headers": {
        "Authorization": "Bearer ${BPJ_STARTUP_RESEARCH_TOKEN}"
      }
    }
  }
}
{
  "mcpServers": {
    "bpj-startup-research": {
      "httpUrl": "https://baipiaoji.com/api/startup-mcp",
      "headers": {
        "Authorization": "Bearer ${BPJ_STARTUP_RESEARCH_TOKEN}"
      }
    }
  }
}
extensions:
  "bpj-startup-research":
    enabled: true
    name: "bpj-startup-research"
    type: streamable_http
    uri: "https://baipiaoji.com/api/startup-mcp"
    headers:
      "Authorization": "Bearer ${BPJ_STARTUP_RESEARCH_TOKEN}"
    timeout: 300

Placeholders to fill from your own secret store: ${BPJ_STARTUP_RESEARCH_TOKEN}. The registry never accepts secret values.

Quality 91 / 100strong

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations5 of 5 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 774 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

5 tools, about 774 tokens to load them all · tool set c6de94ca8cbd · checked 2026-10-20 12:45 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 92 / 100

duplicate-repo
provenance90
liveness98
freshness100
hygiene80

+repository +namespace-matches-repo +website +reachable +uptime-95% +updated-15d-ago -duplicate-repo(15 names)

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://baipiaoji.com/api/startup-mcp streamable-httpnoneyes95%282 ms2025-11-252026-10-20

Tools (5)

build_startup_planread-onlyMEMBER: 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_casesread-onlyMEMBER: compare 2–4 reviewed cases for the same customer job. Retains metric periods, team evidence and limits; never converts revenue to profit.
get_startup_radarread-onlyMEMBER: 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_casesread-onlyMEMBER: find source-backed AI startup cases, with dated revenue/adoption/failure evidence. Default excludes company references. Relevance is not success probability.
startup_previewread-onlyFree preview of dated business evidence and launch signals. Explains membership access, limits and caveats; no key needed.

Schemas: list_tools.

Also listed as

14 other active names share this repository (showing 10): io.github.f-tiger/agiscorecard-web3-calls, io.github.f-tiger/agiscorecard-web3-compute, io.github.f-tiger/agiscorecard-web3-disclosures, io.github.f-tiger/agiscorecard-web3-evidence, io.github.f-tiger/agiscorecard-web3-incentives, io.github.f-tiger/agiscorecard-web3-permit, io.github.f-tiger/agiscorecard-web3-proof, io.github.f-tiger/agiscorecard-web3-protocol, io.github.f-tiger/agiscorecard-web3-reconcile, io.github.f-tiger/agiscorecard-web3-route

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Official server.json
{
  "name": "io.github.f-tiger/bpj-startup-research",
  "title": "BPJ Startup Research",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://baipiaoji.com/api/startup-mcp",
      "type": "streamable-http",
      "headers": [
        {
          "name": "Authorization",
          "isSecret": true,
          "description": "Bearer followed by a scoped BPJ startup MCP key. Optional for startup_preview; required for member tools."
        }
      ]
    }
  ],
  "version": "1.0.0",
  "repository": {
    "url": "https://github.com/f-tiger/agi-site",
    "source": "github",
    "subfolder": "sites/baipiaoji/startup-mcp"
  },
  "websiteUrl": "https://baipiaoji.com/en/ai-solo/mcp/",
  "description": "BPJ startup cases, launch signals and validation plans. Free preview; member tools use scoped keys."
}