# BPJ Startup Research (remote · baipiaoji.com)

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

- Trust score: 71/100 (medium)
- Change this week: +4
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-10-18

## Components

- remote · `baipiaoji.com`: 71/100 (this document), [markdown](https://verifymcp.io/servers/f-tiger-bpj-startup-research/api-startup-mcp.md), [page](https://verifymcp.io/servers/f-tiger-bpj-startup-research/api-startup-mcp)

## Channel facts

- Endpoint: `https://baipiaoji.com/api/startup-mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-10-18.

- **Endpoint Security**: 74/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - HTTPS is enforced; there's no plaintext access path.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 59/100
  - AI-judged instruction clarity (fair).
  - Tool/resource definitions use about 440 tokens (~88/item across 5 items; 5 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 40/100
  - Stability observed for 12 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 67/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 0% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 5 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 6 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### How do I install the BPJ Startup Research MCP server?

BPJ Startup Research is a hosted endpoint at https://baipiaoji.com/api/startup-mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http f-tiger-bpj-startup-research 'https://baipiaoji.com/api/startup-mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "f-tiger-bpj-startup-research": {
      "url": "https://baipiaoji.com/api/startup-mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "f-tiger-bpj-startup-research": {
      "type": "http",
      "url": "https://baipiaoji.com/api/startup-mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.f-tiger-bpj-startup-research]
url = "https://baipiaoji.com/api/startup-mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "f-tiger-bpj-startup-research": {
      "type": "remote",
      "url": "https://baipiaoji.com/api/startup-mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add f-tiger-bpj-startup-research --url 'https://baipiaoji.com/api/startup-mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  f-tiger-bpj-startup-research:
    url: "https://baipiaoji.com/api/startup-mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "f-tiger-bpj-startup-research": {
      "Transport": "http",
      "Url": "https://baipiaoji.com/api/startup-mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add f-tiger-bpj-startup-research -t streamable-http -u 'https://baipiaoji.com/api/startup-mcp'
```

### Other

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

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-10-17 (score 71, +1)

No change was recorded against any check on this day. Stability & Change Management went from 33 to 37. That category is still filling its 30-day observation window: 10 days of observed history at the previous scan, 11 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-15 (score 70, +1)

No change was recorded against any check on this day. Stability & Change Management went from 27 to 30. That category is still filling its 30-day observation window: 8 days of observed history at the previous scan, 9 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-13 (score 69, +1)

No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-12 (score 68, +1)

No change was recorded against any check on this day. Stability & Change Management went from 13 to 20. That category is still filling its 30-day observation window: 4 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-09 (score 67, +1)

No change was recorded against any check on this day. Stability & Change Management went from 3 to 10. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-07 (score 66)

First indexed and scored.

## MCP tools (5)

### `startup_preview` (~39 tokens)

Free preview of dated business evidence and launch signals. Explains membership access, limits and caveats; no key needed.

Input parameters:

- `language` (string)

### `search_startup_cases` (~82 tokens)

MEMBER: find source-backed AI startup cases, with dated revenue/adoption/failure evidence. Default excludes company references. Relevance is not success probability.

Input parameters:

- `category` (string)
- `language` (string)
- `limit` (integer)
- `outcome` (string)
- `query` (string)
- `scope` (string)

### `compare_startup_cases` (~55 tokens)

MEMBER: compare 2–4 reviewed cases for the same customer job. Retains metric periods, team evidence and limits; never converts revenue to profit.

Input parameters:

- `ids` (array, required)
- `language` (string)

### `get_startup_radar` (~82 tokens)

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.

Input parameters:

- `focus` (string)
- `history` (boolean)
- `language` (string)
- `limit` (integer)
- `source` (string)

### `build_startup_plan` (~125 tokens)

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.

Input parameters:

- `budget` (number)
- `customer` (string)
- `fixedCost` (number)
- `hours` (number)
- `language` (string)
- `price` (number)
- `question` (string, required)
- `skill` (string)
- `stage` (string)
- `variableCost` (number)

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/f-tiger-bpj-startup-research/api-startup-mcp#diagnostics

## Score history

- 2026-10-18: 71
- 2026-10-17: 71
- 2026-10-16: 70
- 2026-10-15: 70
- 2026-10-14: 69
- 2026-10-13: 69
- 2026-10-12: 68
- 2026-10-10: 67
- 2026-10-09: 67
- 2026-10-07: 66

## Common questions

### What is the BPJ Startup Research MCP server?

BPJ Startup Research is an MCP server listed in the public MCP registry as io.github.f-tiger/bpj-startup-research. BPJ startup cases, launch signals and validation plans. Free preview; member tools use scoped keys. This page covers its hosted endpoint (https://baipiaoji.com/api/startup-mcp).

### Is the BPJ Startup Research MCP server safe to use?

BPJ Startup Research scores 71 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the BPJ Startup Research MCP server expose?

BPJ Startup Research exposes 5 tools: startup_preview, search_startup_cases, compare_startup_cases, get_startup_radar, build_startup_plan. Their descriptions and schemas cost roughly 383 tokens of context every time the server is loaded.

### Does the BPJ Startup Research MCP server require authentication?

No. We connected to BPJ Startup Research without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the BPJ Startup Research MCP server still maintained?

BPJ Startup Research is still listed as active in the MCP registry. We last reached this channel on 18 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://baipiaoji.com/api/startup-mcp
- Repository: https://github.com/f-tiger/agi-site
- Website: https://baipiaoji.com/en/ai-solo/mcp/
- Changelog RSS feed: https://verifymcp.io/servers/f-tiger-bpj-startup-research/api-startup-mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/f-tiger-bpj-startup-research/api-startup-mcp.json
- HTML version of this page: https://verifymcp.io/servers/f-tiger-bpj-startup-research/api-startup-mcp