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)
# 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
