BPJ Startup Research

Name: BPJ Startup Research
Author: f-tiger

by f-tigerversion 1.0.0i★ –iRuns in the cloud

Registry nameio.github.f-tiger/bpj-startup-research

Install

Overview

Description from the maker (original English)

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

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiVery new★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Runs in the cloud
Transport: Streamable HTTP
Category: Search & AI memory
You need to fill in: Authorization

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 1 of 1 passed
Runs on the maker’s server: what you ask it goes through their server.
You fill in yourself: Authorization

Values marked secret are keys to your account. Never share them or paste them into a chat.

You need

Runs in the cloudNothing to install; it connects over the internet

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.

Run this in your terminal

claude mcp add --transport http bpj-startup-research https://baipiaoji.com/api/startup-mcp --header 'Authorization: your-value'

Fill in the empty values before running it.

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "bpj-startup-research": {
      "url": "https://baipiaoji.com/api/startup-mcp",
      "headers": {
        "Authorization": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "bpj-startup-research": {
      "type": "http",
      "url": "https://baipiaoji.com/api/startup-mcp",
      "headers": {
        "Authorization": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.

Your choice stays on this device in a cookie; no account needed.

Values you fill in

Authorization secret HTTP header
Bearer followed by a scoped BPJ startup MCP key. Optional for startup_preview; required for member tools.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026

✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account f-tiger, which owns the repo
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
… Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
… Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
… Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint

Compared with others in Search & AI memoryi

More stars than 0% of the other 5688 servers in this category
Published to the registry more recently than 55% of the other 5688 servers in this category
Basic checks equal to or better than 100% of the other 5688 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is BPJ Startup Research safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

You need to fill in: Authorization

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 33 days ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Context7, Codebase Memory, Exa

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Context7

Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.

by upstashWidely used↓ 972.7K/wk★ 64.2KUpdated 2 days ago

Computer or cloud

Install

Codebase Memory

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

by DeusDataWidely used↓ 18K/wk★ 48.1KUpdated 22 days ago

Runs on your computer

Install

Exa

Connect AI agents to Exa for web search, content fetching, and multi-step research.

by exa-labsGrowing★ 5.2KUpdated 2 months ago

Runs in the cloud✓ exa.ai

Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

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.

"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.

BPJ Startup Research

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

Values you fill in

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Search & AI memoryi

Common questions

Alternatives

Context7

Codebase Memory

Exa

README from the maker

BPJ Startup Research MCP