Data, Vault and Studio

Vault

Every artifact a run produces — extracted datasets, CSVs, generated files — lands in the Vault. Artifacts stay linked to the run that made them, so you can always trace a number back to the job that produced it. Download them from the dashboard, or over the API: a run’s detail response includes each artifact with a signed download_url valid for one hour.

curl https://app.manypi.com/api/agents/runs/{id} \
  -H "Authorization: Bearer mpi_your_api_key"

{
  "id": "…",
  "status": "completed",
  "result_summary": "Extracted 412 rows across 9 pages.",
  "artifacts": [
    {
      "name": "results.csv",
      "mime_type": "text/csv",
      "row_count": 412,
      "download_url": "https://…"
    }
  ]
}

Connections

Beta.

Connect your own database and the agent can query it as part of a run — join your CRM data against freshly scraped leads, check which prospects are already customers, or analyse a table in plain language. Supported: PostgreSQL, MySQL, BigQuery.

curl -X POST https://app.manypi.com/api/connections \
  -H "Authorization: Bearer mpi_your_api_key" \
  -H "Content-Type: application/json" \
  -d '{
    "name": "Analytics replica",
    "type": "postgres",
    "config": { "host": "db.example.com", "port": 5432, "database": "analytics", "username": "readonly", "ssl": true },
    "secret": "…"
  }'

Security specifics worth knowing:

The credential goes straight into an encrypted vault. It is never returned by the API — listing connections returns configuration and status only.
Queries run from a worker with a static egress IP, so you can allowlist it on your side.
ManyPI records whether the connection has been verified read-only. Give it a read-only user; there is no reason for it to have anything more.

Test a connection any time with POST /api/connections/{id}/test.

MCP connectors

Connect third-party MCP servers to your workspace and their tools become available to the ManyPI agent inside a run. Credentials are encrypted on the way in and never returned. Manage them in Settings → Integrations, or at /api/mcp-connectors. ManyPI ships a catalogue of presets for common servers, and OAuth-based servers are authorised through a browser handshake.

This is the inbound direction: other people’s tools inside ManyPI. For the outbound direction — ManyPI’s tools inside Claude, Cursor or ChatGPT — see the MCP server tab.

Studio

Pro and Business plans.

The visualization Studio turns a dataset — a scraper run, an artifact, a database query result — into charts you can save, share by link, and embed. Charts also render inline in chat when the agent decides a picture is clearer than a table.

Getting started

Lead generation

Email outreach

The agent

Scraping & APIs

Platform

Data, Vault and Studio

Vault

Connections

MCP connectors

Studio

​Vault

​Connections

​MCP connectors

​Studio

Vault

Connections

MCP connectors

Studio