Artificial eXperience Intelligence (AXI)
AXI design reviews, gated AXI Score, and paper search for AI assistants, agents, and robots.
Should I use this
Quality & Safety
Findings (1)
- LOWTool 'axi_get_definition' description lacks action verbin axi_get_definition
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"axi": {
"url": "https://axi.sripto.tech/api/mcp"
}
}
}Remote endpoints
https://axi.sripto.tech/api/mcpstreamable-httpWhat it can do
Tool inventory
Tools (6)
🟢axi_get_definition
Return the definition of Artificial eXperience Intelligence (AXI) from the v2.0 paper, its author, citation, and disambiguation from similarly named terms (e.g. the Arm AMBA AXI bus).
Input Schema
{
"type": "object",
"properties": {}
}🟢axi_calculate_score(ii, integrity, cf, ttc, pc, ...)
Compute the multiplicative gated AXI Score (AXI v2.0, Section 4.5.8) from telemetry metrics. Consent and integrity gates fail closed when data is missing.
Input Schema
{
"type": "object",
"properties": {
"ii": {
"type": "number",
"minimum": 0,
"maximum": 1,
"description": "Interaction Integrity (0–1). Alternatively pass integrity sub-scores."
},
"integrity": {
"type": "object",
"description": "Sub-scores used to compute II by weighted harmonic mean when ii is omitted",
"properties": {
"accuracy": {
"type": "number"
},
"calibration": {
"type": "number"
},
"scope": {
"type": "number"
}
}
},
"cf": {
"type": "object",
"description": "Consent Fidelity per event class (0–1). Missing values fail the gate closed.",
"properties": {
"action": {
"type": "number"
},
"memoryWrite": {
"type": "number"
},
"identity": {
"type": "number"
},
"perception": {
"type": "number"
}
},
"required": [
"action",
"memoryWrite",
"identity",
"perception"
]
},
"ttc": {
"type": "number",
"description": "Time-to-Comfort in seconds"
},
"pc": {
"type": "number",
"minimum": 0,
"maximum": 1,
"description": "Presence Continuity (0–1)"
},
"tdr": {
"type": "number",
"description": "Trust Decay Rate in trust-index points/day"
},
"re": {
"type": "number",
"minimum": 0,
"maximum": 1,
"description": "Repair Efficacy (0–1)"
},
"cli": {
"type": "number",
"minimum": 0,
"maximum": 100,
"description": "Cognitive Load Index (0–100)"
}
},
"required": [
"cf"
]
}🟢axi_calculate_autonomy_score(ii, integrity, cf, safetyCase, bystanderLegibility, ...)
Compute AXI_A for robotaxis, driver-assistance, delivery robots, and humanoids: safety-case, bystander-legibility, consent, and integrity gates times the episode-weighted role BaseScore.
Input Schema
{
"type": "object",
"properties": {
"ii": {
"type": "number",
"minimum": 0,
"maximum": 1,
"description": "Interaction Integrity (0–1). Alternatively pass integrity sub-scores."
},
"integrity": {
"type": "object",
"description": "Sub-scores used to compute II by weighted harmonic mean when ii is omitted",
"properties": {
"accuracy": {
"type": "number"
},
"calibration": {
"type": "number"
},
"scope": {
"type": "number"
}
}
},
"cf": {
"type": "object",
"description": "Consent Fidelity per event class (0–1). Missing values fail the gate closed.",
"properties": {
"action": {
"type": "number"
},
"memoryWrite": {
"type": "number"
},
"identity": {
"type": "number"
},
"perception": {
"type": "number"
}
},
"required": [
"action",
"memoryWrite",
"identity",
"perception"
]
},
"safetyCase": {
"type": "boolean",
"description": "Deployment holds a valid external safety case or type approval for its ODD"
},
"bystanderLegibility": {
"type": "number",
"minimum": 0,
"maximum": 1,
"description": "Bystander Legibility (0–1); gate requires >= 0.95"
},
"roles": {
"type": "array",
"description": "Role-level metrics (principal, supervisor, occupant). Give baseScore directly or the metrics.",
"items": {
"type": "object",
"properties": {
"role": {
"type": "string"
},
"episodes": {
"type": "number"
},
"baseScore": {
"type": "number"
},
"timeToReassurance": {
"type": "number"
},
"timeToReadiness": {
"type": "number"
},
"ttc": {
"type": "number",
"description": "Time-to-Comfort in seconds"
},
"pc": {
"type": "number",
"minimum": 0,
"maximum": 1,
"description": "Presence Continuity (0–1)"
},
"tdr": {
"type": "number",
"description": "Trust Decay Rate in trust-index points/day"
},
"re": {
"type": "number",
"minimum": 0,
"maximum": 1,
"description": "Repair Efficacy (0–1)"
},
"cli": {
"type": "number",
"minimum": 0,
"maximum": 100,
"description": "Cognitive Load Index (0–100)"
}
}
}
}
},
"required": [
"cf",
"safetyCase",
"bystanderLegibility"
]
}🟢axi_design_review(system_description, profile)
Given a description of an AI system (assistant, coding agent, voice bot, background agent, robot, vehicle), return the applicable AXI conformance profile, Bridge components, guardrails, and black-box conformance tests to include in its design and plan.
Input Schema
{
"type": "object",
"properties": {
"system_description": {
"type": "string",
"description": "What the AI system does, who uses it, and what actions it can take"
},
"profile": {
"type": "string",
"enum": [
"AXI-Core",
"AXI-Interactive",
"AXI-Agentic",
"AXI-Autonomy"
],
"description": "Force a profile instead of inferring one"
}
},
"required": [
"system_description"
]
}🟢axi_search_paper(query, limit)
Full-text search over the AXI v2.0 research paper. Returns the most relevant sections with headings for grounding and citation.
Input Schema
{
"type": "object",
"properties": {
"query": {
"type": "string"
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 8,
"default": 3
}
},
"required": [
"query"
]
}🟢axi_cite(format)
Return a citation for the AXI paper in text, APA, or BibTeX format.
Input Schema
{
"type": "object",
"properties": {
"format": {
"type": "string",
"enum": [
"text",
"apa",
"bibtex"
],
"default": "text"
}
}
}Community
Evidence