Docs → vector RAG · MCP · streamable-http

docs-mcp

Drop any Word, Excel, PDF or PowerPoint and query it back with citations. Vision-model extraction handles scans, charts and tables — nothing gets lost in plain-text stripping. Every returned chunk carries its page number, so answers link straight to the source.

Sign in with Google → 100 pages free → grab your API key on the dashboard. Or pick a pack below to sign in + top up in one flow.

How it works — three steps

1.
Sign in with Google
Free — 100 pages on the house so you can try it out.
2.
Grab your API key
Copy from the dashboard. Paste into Claude Desktop, Cursor, Paperloft, or any MCP-speaking client.
3.
Top up when you need to
Pick a pack below (or a custom amount). Break-even pricing — Stripe Checkout, one click, we make $0.

Pricing — priced at true cost, we make $0

1 credit = 1 page ingested (vision extract + embed). Queries are free. New accounts get 100 pages free to try it out. Click any pack to buy — you'll sign in with Google first if you haven't already.

Or pick any page count on the dashboard — Custom pricing scales linearly. Per-page cost: ~$0.0005 vision + ~$0.00003 embedding via OpenRouter (Gemini 2.5 Flash Lite + text-embedding-3-small). Priced at zero margin; $1 is the smallest pack because Stripe's flat $0.30 fee makes anything less absurd (a $0.50 charge would lose 60% to Stripe).

Setup for any MCP client

  1. 1. Sign in above (Google).
  2. 2. Copy your MCP API key from /dashboard.
  3. 3. Paste this into your agent's config:
{
  "mcpServers": {
    "docs": {
      "url": "https://docs.regiq.in/api/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_KEY>"
      }
    }
  }
}

Limits (per API key)

Free tier
100 pages on sign-up
Upload rate
60 uploads / hour
Max file size
50 MB via dashboard · ~7 MB via docs_upload
Search
Unlimited · queries are free

For aggregator platforms

Building an AI-agent platform? You can offer docs-mcp to your users without each of them signing up here. Register as a Platform, top up a shared credit pool via Stripe, and provision sub-accounts on behalf of your users — each with their own isolated tenant (docs stay private per user) but funded from your pool.

# Provision a sub-account for one of your users
curl -X POST https://docs.regiq.in/api/platform/provision-user \
  -H "X-Platform-Secret: <your platform secret>" \
  -H "Content-Type: application/json" \
  -d '{"platformRef":"user@example.com"}'
# → { userId, apiKey, freeTierCredits: 100, isNew: true }

# Grant more credits from your pool
curl -X POST https://docs.regiq.in/api/platform/grant-credits \
  -H "X-Platform-Secret: <your platform secret>" \
  -H "Content-Type: application/json" \
  -d '{"userId":"<from provision>","amount":500}'

Get your platform secret by emailing shreyas.pavuluri@gmail.com. Paperloft (paperloft.uk) is already wired this way — enable the docs skill inside paperloft and everything just works.

MCP tools