Server definition
- Hash
- sha256:363298b49d68c400c1ffa7b6dcee8e43bed0c3c20e320f62d055d1a2f6a3f09c
- What it is
- What a remote MCP server returned when asked what it offers: 2 tools
The blob, as servednamed by its sha256
{
"instructions": "Sophon Consulting public MCP server. Read-only and deterministic: triage_ai_opportunity scores one proposed AI use case into a go-deeper or hold recommendation; assess_ai_readiness scores an organization across five readiness dimensions into a verdict. Both return handoff-ready Markdown artifacts and implement the same published rubrics as the Agent Skills served as resources here (canonical index: https://www.sophon.consulting/.well-known/agent-skills/index.json). Inputs are processed transiently to compute responses and are not stored.",
"tools": [
{
"description": "Assess an organization's readiness to run AI in production across five dimensions (data readiness, workflow ownership, governance and controls, delivery capacity, executive sponsorship), each scored 1-5 with evidence or marked unknown, plus classified candidate use cases. Returns a deterministic verdict — Ready, Ready with conditions, Not yet ready, or Insufficient evidence (thresholds: ready needs no dimension below 3; 2+ dimensions at 2 or below is not yet ready) — with a handoff-ready Markdown assessment. Read-only; not for triaging a single AI idea (use triage_ai_opportunity).",
"inputSchema": {
"additionalProperties": false,
"properties": {
"dimensions": {
"additionalProperties": false,
"description": "All five readiness dimensions, each scored 1-5 with evidence, or marked unknown.",
"properties": {
"dataReadiness": {
"additionalProperties": false,
"description": "Data readiness: the data the workflows need exists, is accessible, and its quality problems are known and bounded.",
"properties": {
"evidence": {
"description": "One or two sentences supporting the score — or, for unknown, what evidence is missing.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"evidenceLabel": {
"description": "Optional classification of the supplied evidence.",
"enum": [
"fact",
"assumption",
"estimate"
],
"type": "string"
},
"gap": {
"description": "Optional named gap for this dimension, used in the risk register and conditions.",
"maxLength": 500,
"type": "string"
},
"score": {
"description": "Score from 1 (absent) to 5 (strong), or 'unknown' when the evidence to score this dimension is missing. Unknown is never treated as a low score.",
"oneOf": [
{
"maximum": 5,
"minimum": 1,
"type": "integer"
},
{
"enum": [
"unknown"
],
"type": "string"
}
]
}
},
"required": [
"score",
"evidence"
],
"type": "object"
},
"deliveryCapacity": {
"additionalProperties": false,
"description": "Delivery capacity: engineering and operations can commit to iterative delivery, evaluation cycles, and post-launch operation.",
"properties": {
"evidence": {
"description": "One or two sentences supporting the score — or, for unknown, what evidence is missing.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"evidenceLabel": {
"description": "Optional classification of the supplied evidence.",
"enum": [
"fact",
"assumption",
"estimate"
],
"type": "string"
},
"gap": {
"description": "Optional named gap for this dimension, used in the risk register and conditions.",
"maxLength": 500,
"type": "string"
},
"score": {
"description": "Score from 1 (absent) to 5 (strong), or 'unknown' when the evidence to score this dimension is missing. Unknown is never treated as a low score.",
"oneOf": [
{
"maximum": 5,
"minimum": 1,
"type": "integer"
},
{
"enum": [
"unknown"
],
"type": "string"
}
]
}
},
"required": [
"score",
"evidence"
],
"type": "object"
},
"executiveSponsorship": {
"additionalProperties": false,
"description": "Executive sponsorship: an accountable sponsor exists for adoption and policy decisions.",
"properties": {
"evidence": {
"description": "One or two sentences supporting the score — or, for unknown, what evidence is missing.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"evidenceLabel": {
"description": "Optional classification of the supplied evidence.",
"enum": [
"fact",
"assumption",
"estimate"
],
"type": "string"
},
"gap": {
"description": "Optional named gap for this dimension, used in the risk register and conditions.",
"maxLength": 500,
"type": "string"
},
"score": {
"description": "Score from 1 (absent) to 5 (strong), or 'unknown' when the evidence to score this dimension is missing. Unknown is never treated as a low score.",
"oneOf": [
{
"maximum": 5,
"minimum": 1,
"type": "integer"
},
{
"enum": [
"unknown"
],
"type": "string"
}
]
}
},
"required": [
"score",
"evidence"
],
"type": "object"
},
"governanceControls": {
"additionalProperties": false,
"description": "Governance and controls: security, compliance, and audit constraints are documented and have owners, so phase-one design can build them in rather than bolt them on.",
"properties": {
"evidence": {
"description": "One or two sentences supporting the score — or, for unknown, what evidence is missing.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"evidenceLabel": {
"description": "Optional classification of the supplied evidence.",
"enum": [
"fact",
"assumption",
"estimate"
],
"type": "string"
},
"gap": {
"description": "Optional named gap for this dimension, used in the risk register and conditions.",
"maxLength": 500,
"type": "string"
},
"score": {
"description": "Score from 1 (absent) to 5 (strong), or 'unknown' when the evidence to score this dimension is missing. Unknown is never treated as a low score.",
"oneOf": [
{
"maximum": 5,
"minimum": 1,
"type": "integer"
},
{
"enum": [
"unknown"
],
"type": "string"
}
]
}
},
"required": [
"score",
"evidence"
],
"type": "object"
},
"workflowOwnership": {
"additionalProperties": false,
"description": "Workflow ownership: each candidate workflow has a named owner with authority to change how the work is done.",
"properties": {
"evidence": {
"description": "One or two sentences supporting the score — or, for unknown, what evidence is missing.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"evidenceLabel": {
"description": "Optional classification of the supplied evidence.",
"enum": [
"fact",
"assumption",
"estimate"
],
"type": "string"
},
"gap": {
"description": "Optional named gap for this dimension, used in the risk register and conditions.",
"maxLength": 500,
"type": "string"
},
"score": {
"description": "Score from 1 (absent) to 5 (strong), or 'unknown' when the evidence to score this dimension is missing. Unknown is never treated as a low score.",
"oneOf": [
{
"maximum": 5,
"minimum": 1,
"type": "integer"
},
{
"enum": [
"unknown"
],
"type": "string"
}
]
}
},
"required": [
"score",
"evidence"
],
"type": "object"
}
},
"required": [
"dataReadiness",
"workflowOwnership",
"governanceControls",
"deliveryCapacity",
"executiveSponsorship"
],
"type": "object"
},
"organizationName": {
"description": "The organization or team being assessed.",
"maxLength": 160,
"minLength": 1,
"type": "string"
},
"preparedFor": {
"description": "Optional sponsor or requester the assessment is prepared for.",
"maxLength": 160,
"type": "string"
},
"risks": {
"description": "Optional risk register entries; scoring gaps should each become one.",
"items": {
"additionalProperties": false,
"properties": {
"owner": {
"maxLength": 160,
"type": "string"
},
"remediation": {
"maxLength": 500,
"type": "string"
},
"risk": {
"maxLength": 500,
"minLength": 1,
"type": "string"
},
"severity": {
"enum": [
"low",
"medium",
"high"
],
"type": "string"
}
},
"required": [
"risk",
"severity"
],
"type": "object"
},
"maxItems": 12,
"type": "array"
},
"sequencing": {
"additionalProperties": false,
"description": "Optional 30-60-90 day sequencing recommendation.",
"properties": {
"next30": {
"maxLength": 1000,
"type": "string"
},
"next60": {
"maxLength": 1000,
"type": "string"
},
"next90": {
"maxLength": 1000,
"type": "string"
}
},
"type": "object"
},
"useCases": {
"description": "Candidate AI use cases, each classified start-now, prepare-first, or defer.",
"items": {
"additionalProperties": false,
"properties": {
"blockingGap": {
"description": "For prepare-first: the named gap that blocks starting now.",
"maxLength": 500,
"type": "string"
},
"classification": {
"enum": [
"start-now",
"prepare-first",
"defer"
],
"type": "string"
},
"name": {
"maxLength": 160,
"minLength": 1,
"type": "string"
},
"rationale": {
"maxLength": 500,
"type": "string"
},
"risk": {
"description": "Impact and reversibility of failures.",
"maxLength": 500,
"minLength": 1,
"type": "string"
},
"valueCase": {
"description": "The tracked operating metric this use case improves, and roughly by how much.",
"maxLength": 500,
"minLength": 1,
"type": "string"
}
},
"required": [
"name",
"valueCase",
"risk",
"classification"
],
"type": "object"
},
"maxItems": 12,
"minItems": 1,
"type": "array"
}
},
"required": [
"organizationName",
"dimensions",
"useCases"
],
"type": "object"
},
"name": "assess_ai_readiness",
"outputSchema": null
},
{
"description": "Score one proposed AI workflow across bottleneck severity, value capture, integration readiness, and risk posture. Returns a deterministic go-deeper or hold recommendation and a handoff-ready Markdown artifact. Read-only; not for organization-wide readiness reviews or production rollout planning.",
"inputSchema": {
"additionalProperties": false,
"properties": {
"canAnswerTopFollowUpInOneBusinessDay": {
"description": "Needed only when the total is 10-13: whether the highest-impact follow-up can plausibly be answered within one business day.",
"type": "boolean"
},
"confidence": {
"description": "Optional confidence override. The rubric supplies a conservative default.",
"enum": [
"High",
"Medium",
"Low"
],
"type": "string"
},
"decisionContext": {
"description": "The concrete decision this triage will inform.",
"maxLength": 1000,
"minLength": 1,
"type": "string"
},
"followUps": {
"description": "Up to five questions ranked by how much their answers could change the decision.",
"items": {
"additionalProperties": false,
"properties": {
"owner": {
"maxLength": 160,
"type": "string"
},
"question": {
"maxLength": 500,
"minLength": 1,
"type": "string"
},
"whyItMatters": {
"maxLength": 500,
"type": "string"
}
},
"required": [
"question"
],
"type": "object"
},
"maxItems": 5,
"type": "array"
},
"lenses": {
"additionalProperties": false,
"properties": {
"bottleneckSeverity": {
"additionalProperties": false,
"properties": {
"evidence": {
"description": "One or two concise sentences supporting this score.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"evidenceLabel": {
"description": "Optional classification of the supplied evidence.",
"enum": [
"fact",
"assumption",
"estimate"
],
"type": "string"
},
"score": {
"description": "Score from 1 (weak) to 5 (strong), grounded in the supplied evidence.",
"maximum": 5,
"minimum": 1,
"type": "integer"
}
},
"required": [
"score",
"evidence"
],
"type": "object"
},
"integrationReadiness": {
"additionalProperties": false,
"properties": {
"evidence": {
"description": "One or two concise sentences supporting this score.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"evidenceLabel": {
"description": "Optional classification of the supplied evidence.",
"enum": [
"fact",
"assumption",
"estimate"
],
"type": "string"
},
"score": {
"description": "Score from 1 (weak) to 5 (strong), grounded in the supplied evidence.",
"maximum": 5,
"minimum": 1,
"type": "integer"
}
},
"required": [
"score",
"evidence"
],
"type": "object"
},
"riskPosture": {
"additionalProperties": false,
"properties": {
"evidence": {
"description": "One or two concise sentences supporting this score.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"evidenceLabel": {
"description": "Optional classification of the supplied evidence.",
"enum": [
"fact",
"assumption",
"estimate"
],
"type": "string"
},
"score": {
"description": "Score from 1 (weak) to 5 (strong), grounded in the supplied evidence.",
"maximum": 5,
"minimum": 1,
"type": "integer"
}
},
"required": [
"score",
"evidence"
],
"type": "object"
},
"valueCapture": {
"additionalProperties": false,
"properties": {
"evidence": {
"description": "One or two concise sentences supporting this score.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"evidenceLabel": {
"description": "Optional classification of the supplied evidence.",
"enum": [
"fact",
"assumption",
"estimate"
],
"type": "string"
},
"score": {
"description": "Score from 1 (weak) to 5 (strong), grounded in the supplied evidence.",
"maximum": 5,
"minimum": 1,
"type": "integer"
}
},
"required": [
"score",
"evidence"
],
"type": "object"
}
},
"required": [
"bottleneckSeverity",
"valueCapture",
"integrationReadiness",
"riskPosture"
],
"type": "object"
},
"requestedBy": {
"description": "Optional person or team requesting the triage.",
"maxLength": 160,
"type": "string"
},
"workflowName": {
"description": "The specific workflow being evaluated.",
"maxLength": 160,
"minLength": 1,
"type": "string"
}
},
"required": [
"workflowName",
"decisionContext",
"lenses"
],
"type": "object"
},
"name": "triage_ai_opportunity",
"outputSchema": null
}
]
}Verify it yourself
curl -s https://api.teppi.xyz/v1/evidence/sha256:363298b49d68c400c1ffa7b6dcee8e43bed0c3c20e320f62d055d1a2f6a3f09c | sha256sum