BPJ Startup Research

io.github.f-tigerv1.0.0Updated Oct 5, 2026

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

VerifiedStreamable HTTPWeb executableBusiness & CommerceKnowledge & Memory

Overview

AI-generated overview

Lets an assistant search, compare and plan around BPJ startup case studies, launch signals and validation plans, with a free preview and paid member tools.

What it does
A remote Streamable HTTP MCP server for BPJ startup research. Its tools include startup_preview, search_startup_cases, compare_startup_cases, get_startup_radar and build_startup_plan. It returns reviewed startup cases with source periods, team scope, uncertainties and negative evidence attached, and can compare two to four cases for the same customer job or assemble a validation plan from your question, skills, customer, budget and hours.
When to use it
Useful when you want an assistant to look up startup case evidence, compare similar businesses, or draft a validation plan grounded in reviewed cases rather than general advice. The preview works without a key, so it is easy to try before deciding whether a membership is worth it.
Requirements
A remote endpoint at no local runtime or package. Preview, protocol initialization and tool discovery need no key. Member tools require an active BPJ membership (9 USDT / 30 days, plus matching decimal and network fees shown at checkout) and a scoped bpj_solo_ key sent as an Authorization header in the form Bearer followed by the key. The client must support custom Authorization headers; OAuth-only clients are not supported. Limits: 100 member calls per UTC day and 10 per minute, shared across…
Before you install
The Authorization header carries a scoped member key; the README says never to supply your main member access key to an MCP client. Membership is a paid subscription with no automatic renewal or overage billing, and host-model costs are separate. Requests reach BPJ for execution, so keep customer secrets out of them. The tools perform no payments, outreach or site changes, and popularity does not establish revenue or profit.

Installation

In SourceWeft

  1. Open BPJ Startup Research in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "bpj-startup-research": {
      "type": "http",
      "url": "https://baipiaoji.com/api/startup-mcp"
    }
  }
}

README

BPJ Startup Research MCP

Remote Streamable HTTP endpoint: https://baipiaoji.com/api/startup-mcp

Documentation and installation: https://baipiaoji.com/en/ai-solo/mcp/

startup_preview, protocol initialization and tool discovery need no key. search_startup_cases, compare_startup_cases, get_startup_radar and build_startup_plan require an active existing BPJ membership (9 USDT / 30 days, matching decimal and network fees shown at checkout) and a scoped bpj_solo_ key from the private member portal. No automatic renewal or overage billing. Maximum 100 member calls per UTC day and 10 per minute, shared across all keys.

Download a private MCP client configuration from https://baipiaoji.com/members#startup-mcp after signing in. A keyless template is available at https://baipiaoji.com/startup-mcp-config.json. Use clients supporting custom Authorization headers; OAuth-only clients are not supported. Never supply your main member access key to an MCP client.

json
{  "mcpServers": {    "bpj-startup": {      "url": "https://baipiaoji.com/api/startup-mcp",      "headers": {"Authorization": "Bearer YOUR_SCOPED_MCP_KEY"}    }  }}

Example sequence: search selfie skincare cases, compare 2–4 reviewed cases for the same customer job, then build a plan with your question, skills, customer, budget and available hours. Empty results remain empty; source periods, team scope, uncertainties and negative evidence stay attached.

MCP inputs reach BPJ for execution, are not stored in the database or added to training, and are not sent to external models. Host-model costs are separate. Keep customer secrets out of requests. Public web consultation and source-linked data remain free; membership buys hosted tool service, not exclusive rights to public data. Popularity does not establish revenue, and revenue does not establish profit. No payments, outreach or site changes are performed by these tools.

Official registry manifest: server.json, namespace io.github.f-tiger/bpj-startup-research. A dedicated registration workflow checks live protocol behavior before using GitHub OIDC to register a new version. It runs after successful BPJ deployments or registry configuration changes, has bounded network retries and can be retried without redeploying the site. Read the actual registry response before claiming registration or downstream marketplace indexing.

Tests: node scripts/test-startup-mcp.mjs, node scripts/test-startup-mcp-browser.mjs, and node scripts/test-startup-mcp-live.mjs from the BPJ site directory. Paid-flow tests use SQLite and fixture memberships, not real payments.

Source: sites/baipiaoji/startup-mcp/README.md at commit a5cf1e6

Tools

0
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Version history

1
  1. v1.0.0LatestOct 5, 2026