Mantora 🛡️

The open-source run log for MCP agents. Get a shareable report to verify and reproduce what the agent did — plus a protective mode for common dangerous SQL.

Mantora focuses on making agent behavior reviewable and repeatable. It records the key evidence from each session and turns it into a Markdown report. Protective mode adds basic guardrails (block/warn rules) so you don’t learn about a bad query the hard way.

What you get

🔍 Session Logs

Capture the exact SQL and tool calls an agent makes for easy verification.

🛡️ Protective Mode

Basic guardrails that block or warn on destructive SQL patterns by default.

🧾 Shareable Reports

One-click to generate a Markdown summary for Pull Requests or Slack.

Quick Start

1. Install

pipx install "mantora[duckdb,postgres]"

2. Connect Your Agent

Configure your MCP client (e.g., claude_desktop_config.json or Cursor Settings) to run the Mantora proxy. No target configuration is needed here!

{
  "mcpServers": {
    "mantora": {
      "command": "mantora",
      "args": ["mcp"]
    }
  }
}

3. Run the Control Room (UI)

Start the dashboard to manage your connections and view logs in real-time:

mantora up

4. Configure Targets

Open the Control Room (http://localhost:3030) and use the target switcher in the top navigation bar to:

1. Create new targets for your databases (DuckDB, Postgres, etc.).
2. Activate the target you want your agent to use.
3. Switch targets instantly without restarting your agent.

Note: For advanced configuration (safety policy, storage paths), you can use a mantora.toml file. See Configuration for details.

How it works

sequenceDiagram
    participant Agent as Claude/Cursor
    participant Mantora as Mantora 🛡️
    participant DB as Postgres/DuckDB

    Agent->>Mantora: "SELECT * FROM users"
    Note over Mantora: 1. Check Safety Policy
    Mantora->>DB: Execute Query
    DB-->>Mantora: Return Rows
    Note over Mantora: 2. Log Report (Async)
    Mantora-->>Agent: Relay Result

Daily Workflow

📋 Copy a PR Report

Don't paste messy screenshots. In the Session Summary, click "Copy for GitHub".

• Result: A collapsible <details> block containing the SQL, execution time, and safety checks. Perfect for Pull Requests.

🛑 Review Blocked Mutations

If an agent tries to DROP TABLE users, Mantora intercepts it.

• The Agent sees: "Error: Action blocked by safety policy."
• You see: A red entry in the Mantora UI with the exact SQL that was blocked.

📤 Export Evidence

Need to archive a session?

• Export JSON: Get the raw trace data.
• Download Markdown: Get a readable log of the entire conversation.

Safety Defaults

Mantora is designed to be read-only safe out of the box.

Want to change this? See Configuration.

Supported Data Stores

• DuckDB (Local files, MotherDuck)
• Postgres (Direct connection, Supabase, Neon)
• BigQuery, Snowflake, Databricks (Coming Soon)

All data is stored locally. See Privacy for details.

Documentation

• Configuration Guide - Flags, ports, and policy overrides.
• Architecture - How the proxy internals work.
• Contributing - Build setup and testing.

Community

Found a bug? Have a feature request?

• Open an Issue
• Star this repo ⭐️ if you find it useful!

License

MIT © Joseph Wibowo