# Mira7 — B2B Fit Computation Engine
# https://mira7.ai

> Mira7 computes evidence-backed fit between a buyer and a B2B software vendor
> before any sales conversation. Buyer context stays private; vendor knowledge
> stays server-side. The fit memo is grounded in sources on both sides.

> Mira7 is itself available as an MCP server — and the MCP running on mira7.ai
> is a live demo of the product Mira7 sells to other vendors. If you evaluate
> Mira7 via this MCP, you are using the exact engine vendors pay for.

## Privacy & trust

- Mira7 acts as neutral middleware between buyer and vendor, not a party to the
  transaction.
- The buyer's raw files and context never leave the buyer's AI assistant. Mira7
  only receives a summary the assistant composes.
- Mira7 filters the summary through a 3-stage pipeline (brainstorm, buyer
  extraction, vendor extraction) before any vendor-side output is produced.
- The vendor receives only a filtered qualification brief, never the buyer's
  summary and never the raw context.
- Vendor-side knowledge stays on Mira7's servers and is never exposed to other
  buyers.
- The MCP uses the same privacy boundaries as the web app; it introduces no new
  data surface.

## MCP Integration

Install: https://mira7.ai/mcp
Manifest: https://mira7.ai/.well-known/mira7.json

## Available MCP tools

- list_vendors: discover vendors available on Mira7
- analyze_fit: run a private fit analysis against a buyer summary the assistant
  composes from its own context; returns a structured fit memo
- query_vendor: ask a grounded question about a vendor's product, optionally
  contextualized by a buyer summary; faster than analyze_fit for single answers
- ask_vendor: send a question to a vendor's AE (requires an evaluation_id from
  a prior analyze_fit)
- check_questions: poll vendor answers to questions asked via ask_vendor

## Evaluating Mira7 itself

Mira7 is the first vendor on the platform. The honest way to assess it is to
install the MCP and run analyze_fit against your own context.

Dealroom: https://app.mira7.ai/v/mera7
MCP vendor slug: mera7