Agent Pilot

AgentPilot — Universal MCP Agent Infrastructure

> Stateful task engine + AI-native tool registry + execution. Part of the Agent Tool Platform.

[](https://agent-tool-intel-production.up.railway.app)

AgentPilot is an MCP (Model Context Protocol) server that gives AI agents persistent, auditable task infrastructure: task trees in SQLite, deterministic state machine, tool registry with semantic search integration, and autonomous execution capability.

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🗺️ Part of the Agent Tool Platform

| Module | What it does | Status | |--------|-------------|:---:| | Agent Tool Intel | Quality scoring + search + trust for MCP tools | ✅ | | AgentPilot ← you are here | Task orchestration + tool registry + execution | ✅ | | AutoMine | Automated tool discovery from content | 🔧 |

All three share a unified Canonical ID system: tool:{source}:{namespace}/{name}@version

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Quick Start

git clone https://github.com/agent-tool-intel/agent-pilot.git
cd agent-pilot
npm install
npm run build
npm start

Runs on stdio. Auto-creates SQLite database on first launch.

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Architecture

Agent request → State Machine → Task Tree → Tool Registry → Execute → Feedback
                   │                │            │
                   ▼                ▼            ▼
              SQLite DB        FTS Search    Agent Tool Intel API
              (sql.js)         (LIKE)        (quality scores)

Key Components

• State Machine — Deterministic task state transitions (pending → in-progress → done/failed)
• Task Trees — Parent/child task hierarchy with dependency tracking
• Tool Registry — Persistent tool store with canonical IDs and Agent Tool Intel integration
• Model Router — Zero-LLM rule engine for task-to-model routing
• Audit Log — Full state change tracking with timestamps

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Features

• 30 MCP tools for task orchestration
• SQLite-backed persistence (sql.js — pure JS, no native deps)
• FTS-based tool search
• Automated task status transitions
• Snapshot/restore for task trees
• Archival system for completed tasks
• Model configuration per task category
• Batch task operations

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Integration

AgentPilot integrates with Agent Tool Intel for:

• Tool quality scoring
• Semantic tool search
• Execution analytics tracking

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License

MIT

Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: agent-tool-intel
• Source: agent-tool-intel/agent-pilot
• License: MIT

Install and usage instructions live in the source repository linked above.