# multipov.ai

> Multi-perspective document review. Upload a PDF, design doc, code diff,
> business plan, or visual UI; multipov fans it out to a curated panel of
> AI reviewer personas across 4 LLMs (Claude, GPT-4o, Gemini, Grok),
> deduplicates findings, and returns a consensus-ranked report.

## What multipov is

A Cloudflare Worker that orchestrates per-persona LLM reviews. Personas
range from technical reviewers (staff/security/architecture/SRE) to
investor/founder/PM perspectives to user-personas. Reviews land via the
web UI or via the MCP server.

## How to use it

### As an agent (recommended)

Install the MCP server:

```
npx -y multipov-mcp-server
```

Then in your MCP client config, point at the npm package. The server
exposes 35+ tools. The most-used:

- `submit_review` — generic doc review (business plans, pitches, marketing)
- `submit_plan_review` — design doc / RFC review (this file's framing)
- `submit_pipeline_review` — code-diff review
- `submit_codebase_review` — full-codebase review
- `submit_fact_check` — multi-LLM fact verification
- `submit_visual_review` — UI / iOS / web visual review on screenshots
- `get_review_status` — poll an in-flight review (use `wait_seconds: 20`)
- `get_review_report` — fetch the synthesized report once complete
- `list_personas` — browse the 1,400+ reviewer panel
- `list_my_reviews` — see your own review history

Full tool catalog:
https://github.com/capitalthought/multipov/blob/main/docs/mcp/README.md

Permissions and constraints (READ THIS BEFORE CALLING TOOLS):
https://multipov.ai/AGENTS.md

### As a human

Sign in at https://multipov.ai (Google OAuth). Pick a doc + a persona panel
+ quick or deep mode. Get a consensus-ranked report in 30s (quick) or
2-5min (deep).

## Pricing

- OneOff (no subscription): /quick review, /deep review, pay-per-review.
- Pro (/mo): unlimited reviews, BYOK (your own LLM keys), 1 custom persona.
- Org (/mo): unlimited reviews, BYOK, unlimited custom personas + custom
  knowledge per persona.

Demo without signing in: https://multipov.ai (homepage demo, real LLM
reviews of your text against up to 3 personas, free).

## Source + ops

- GitHub: https://github.com/capitalthought/multipov
- npm (MCP server): https://www.npmjs.com/package/multipov-mcp-server
- API base: https://multipov.ai
- MCP server card: https://multipov.ai/.well-known/mcp-server-card.json
- Tool authorization: bearer API key (mint at https://multipov.ai/admin/api-keys)

## Changelog

The repo's git history is the canonical changelog. The MCP server's
`serverInfo.version` returns the deployed git SHA.