README.md
A behavioral intelligence MCP server that makes AI agents adapt to you.
maverick-mcp
Every Goose needs its Maverick.
A behavioral intelligence MCP server that makes AI agents adapt to who they're working with — not just what they're asked to do.
Built for Goose. Works with any MCP-compatible agent.
What it does
Maverick observes how you interact with your AI agent and adapts the agent's behavior to match your style:
- Fast movers get short, decisive responses with maximum autonomy
- Methodical thinkers get thorough explanations with verification checkpoints
- Team players get collaborative framing with alignment checks
- Detail-oriented builders get precise, evidence-backed responses with process gates
Same model underneath. Different teammate on top.
How it works
┌──────────────┐ ┌──────────────┐ ┌──────────────┐
│ You │────▶│ Maverick │────▶│ Goose │
│ (developer) │ │ (MCP server)│ │ (AI agent) │
└──────────────┘ └──────────────┘ └──────────────┘
│ Detects your │
│ behavioral │
│ profile from │
│ interaction │
│ patterns │
│ │
│ Injects │
│ adaptation │
│ context into │
│ agent prompts │
└───────────────┘
- First use: Quick 2-minute behavioral assessment (10 questions) or skip and let Maverick infer from your interactions
- Profile detection: Maps you to one of 17 behavioral profiles based on four drives: Dominance, Extraversion, Patience, Formality
- Adaptation: Injects behavioral context into the agent's system prompt — adjusting tone, pacing, autonomy level, and decision style
- Learning: Refines your profile over time based on what you accept, reject, and how you interact
Quick start
# Install
pip install maverick-mcp
# Run the MCP server
maverick serve
# Or with uvx (no install needed)
uvx maverick-mcp serve
Connect to Goose
Add to your Goose configuration:
extensions:
maverick:
type: stdio
cmd: maverick
args: [serve]
Or if running as a standalone server:
extensions:
maverick:
type: sse
uri: http://localhost:8300/sse
MCP Tools
Maverick exposes these tools to the agent:
| Tool | Description |
|---|---|
maverick_assess |
Run the behavioral assessment (10 questions) |
maverick_profile |
Get the current user's behavioral profile |
maverick_adapt |
Get adaptation instructions for the current context |
maverick_feedback |
Record user feedback to refine the profile |
The 17 Profiles
Based on Predictive Index behavioral science, used by 10,000+ companies:
| Profile | Style | Agent Adaptation |
|---|---|---|
| Maverick | Fast, bold, breaks molds | Short responses, max autonomy, ship dates |
| Captain | Commanding, decisive | Executive summaries, clear delegation |
| Persuader | Energetic, narrative-driven | Compelling framing, stakeholder angles |
| Venturer | Independent, gut-driven | Minimal hand-holding, trust their direction |
| Strategist | Analytical, big-picture | Systems thinking, long-range implications |
| Controller | Structured, demanding | Precise specs, clear ownership |
| Promoter | Social, fast-moving | High energy, visible progress |
| Adapter | Balanced, flexible | Moderate everything, read the room |
| Collaborator | Team-oriented, supportive | Alignment checks, inclusive language |
| Individualist | Self-reliant, focused | Respect their process, don't over-explain |
| Artisan | Craftsmanship, patient | Quality focus, tangible outcomes |
| Guardian | Thorough, protective | Evidence first, risk assessment, checkpoints |
| Specialist | Deep, precise | Domain depth, highest standards |
| Analyzer | Methodical, data-driven | Show the data, verify claims |
| Scholar | Knowledge-seeking, rigorous | Research backing, source verification |
| Operator | Reliable, steady | Clear steps, predictable cadence |
| Altruist | Warm, caring | Supportive tone, team-aware framing |
Data sovereignty
Your behavioral profile is stored locally on your machine — never sent to any server. Maverick runs entirely local. No accounts, no telemetry, no cloud.
~/.maverick/
├── profile.yaml # Your behavioral profile
├── interactions.jsonl # Interaction history (for refinement)
└── config.yaml # Server configuration
Built on
- Predictive Index behavioral science framework
- Model Context Protocol (MCP) for agent integration
- Airlock behavioral intelligence platform
The science
The four beh
Tools (4)
maverick_assessRun the behavioral assessment (10 questions).maverick_profileGet the current user's behavioral profile.maverick_adaptGet adaptation instructions for the current context.maverick_feedbackRecord user feedback to refine the profile.Configuration
claude_desktop_config.json
{"mcpServers": {"maverick": {"command": "maverick", "args": ["serve"]}}}Try it
→Run the behavioral assessment to determine my interaction style.
→What is my current behavioral profile according to Maverick?
→Provide adaptation instructions for my current context to improve my agent's responses.
→I didn't like the last response; record feedback to refine my profile.