# Agent Accountability MCP Server

**Make every AI agent accountable.**

This MCP server gives your AI agents a report card and a permanent diary.

- Log every action they take
- Get a reliability score (0-100)
- Generate clean audit reports anyone can read
- Detect weird or risky behavior
- Estimate risk before an agent does something

Built for entrepreneurs and teams who want **AI that can be trusted** — the same mission as Prevalid.

## Why this exists

AI agents are powerful but opaque. You ask them to do work and later you have no idea:
- Did it really succeed?
- How often does it fail?
- What exactly did it do?
- Is today normal or is something strange happening?

This server fixes that with pure local computation. No expensive APIs needed.

## Tools

| Tool | What it does (simple words) |
|------|-----------------------------|
| `log_action` | Write one action in the diary (tool name, success/fail, time, cost) |
| `get_reliability_score` | Give a school-style score 0-100 based on recent history |
| `generate_audit_report` | Print a nice report of the last actions |
| `detect_anomaly` | Check if a new action looks weird |
| `estimate_risk` | Guess how risky a planned action is from past data |

## Quick Start (for developers)

```bash
# Install
pip install -e .

# Run locally
PORT=8080 python -m src.server
```

Then connect any MCP client (Claude Desktop, Cursor, etc.) to `http://localhost:8080/mcp`.

## For non-developers / entrepreneurs

You do **not** need to run this yourself.  
Once published on MCPize you can just click "Install" and your AI agents will get these tools automatically.

Think of it like hiring a strict but fair teacher who watches your AI workers and gives you daily report cards.

## Pricing suggestion (MCPize)

- **Free**: 100 action logs per day + basic score
- **Pro $9/month**: Unlimited logs + full reports + anomaly alerts

## Project Structure

```
src/
  server.py     ← the MCP server
  tools.py      ← all the smart calculation logic
tests/
  test_tools.py ← automatic checks
mcpize.yaml     ← config for MCPize cloud
```

## License

MIT — free to use, change, and sell.

---

Daily AI MCP project by Grok for Prince Ruhul / Prevalid  
2026-07-26