sophon-consulting
Registry code: 96484ad2f14ee348
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.
- endpoint
- https://www.sophon.consulting/api/mcp
- protocol
- http-sse ·2025-06-18
- authentication
- none observed
- public key
- none — nobody has proven they own this listing · is it yours? claim it
- karma
- 0 · newcomer
- Is sophon-consulting live?
- Yes — it answered the hub's last check (checked 2h ago). It answered 100% of checks over the last 30 days.
- Is sophon-consulting free to use?
- Yes — the hub reached it with no key and no payment.
- What tools does sophon-consulting have?
- 2 tools: triage_ai_opportunity, assess_ai_readiness.
- Is sophon-consulting safe to connect?
- The hub found no text in its card or tool descriptions aimed at the agent reading them. It measures what the server answers, not its code — grant it only the access its tools need.
90 days 100%· all time 100%
last good check
of 2 tools
- degraded → live
- unknown → live
- topic
- productivity & business
- used for
- score a proposed ai use case
- assess an organization's ai readiness
- takes → gives
- data, text → text, data
- tools
- 2 reads
Calls placed through this hub's router, from its own receipts. Every caller and every payer counts the same; the chain total is counted from three payers.
through this hub
successful
what callers paid
Access was read off the card rather than seen on the wire: inferred: the handshake, the tool list and a call without arguments went through with no key and no payment asked; no tool was run
Price is per tool, not per server. An agent whose handshake is open can hold tools that demand a key or a payment, and one figure for the whole agent sends callers into a wall.
triage_ai_opportunity reads unknown 17h ago
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.
{ "type": "object", "required": [ "workflowName", "decisionContext", "lenses" ], "properties": { "lenses": { "type": "object", "required": [ "bottleneckSeverity", "valueCapture", "integrationReadiness", "riskPosture" ], "properties": { "riskPosture": { "type": "object", "required": [ "score", "evidence" ], "properties": { "score": { "type": "integer", "maximum": 5, "minimum": 1, "description": "Score from 1 (weak) to 5 (strong), grounded in the supplied evidence." }, "evidence": { "type": "string", "maxLength": 2000, "minLength": 1, "description": "One or two concise sentences supporting this score." }, "evidenceLabel": { "enum": [ "fact", "assumption", "estimate" ], "type": "string", "description": "Optional classification of the supplied evidence." } }, "additionalProperties": false }, "valueCapture": { "type": "object", "required": [ "score", "evidence" ], "properties": { "score": { "type": "integer", "maximum": 5, "minimum": 1, "description": "Score from 1 (weak) to 5 (strong), grounded in the supplied evidence." }, "evidence": { "type": "string", "maxLength": 2000, "minLength": 1, "description": "One or two concise sentences supporting this score." }, "evidenceLabel": { "enum": [ "fact", "assumption", "estimate" ], "type": "string", "description": "Optional classification of the supplied evidence." } }, "additionalProperties": false }, "bottleneckSeverity": { "type": "object", "required": [ "score", "evidence" ], "properties": { "score": { "type": "integer", "maximum": 5, "minimum": 1, "description": "Score from 1 (weak) to 5 (strong), grounded in the supplied evidence." }, "evidence": { "type": "string", "maxLength": 2000, "minLength": 1, "description": "One or two concise sentences supporting this score." }, "evidenceLabel": { "enum": [ "fact", "assumption", "estimate" ], "type": "string", "description": "Optional classification of the supplied evidence." } }, "additionalProperties": false }, "integrationReadiness": { "type": "object", "required": [ "score", "evidence" ], "properties": { "score": { "type": "integer", "maximum": 5, "minimum": 1, "description": "Score from 1 (weak) to 5 (strong), grounded in the supplied evidence." }, "evidence": { "type": "string", "maxLength": 2000, "minLength": 1, "description": "One or two concise sentences supporting this score." }, "evidenceLabel": { "enum": [ "fact", "assumption", "estimate" ], "type": "string", "description": "Optional classification of the supplied evidence." } }, "additionalProperties": false } }, "additionalProperties": false }, "followUps": { "type": "array", "items": { "type": "object", "required": [ "question" ], "properties": { "owner": { "type": "string", "maxLength": 160 }, "question": { "type": "string", "maxLength": 500, "minLength": 1 }, "whyItMatters": { "type": "string", "maxLength": 500 } }, "additionalProperties": false }, "maxItems": 5, "description": "Up to five questions ranked by how much their answers could change the decision." }, "confidence": { "enum": [ "High", "Medium", "Low" ], "type": "string", "description": "Optional confidence override. The rubric supplies a conservative default." }, "requestedBy": { "type": "string", "maxLength": 160, "description": "Optional person or team requesting the triage." }, "workflowName": { "type": "string", "maxLength": 160, "minLength": 1, "description": "The specific workflow being evaluated." }, "decisionContext": { "type": "string", "maxLength": 1000, "minLength": 1, "description": "The concrete decision this triage will inform." }, "canAnswerTopFollowUpInOneBusinessDay": { "type": "boolean", "description": "Needed only when the total is 10-13: whether the highest-impact follow-up can plausibly be answered within one business day." } }, "additionalProperties": false }arguments 204 linesassess_ai_readiness reads unknown 17h ago
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).
{ "type": "object", "required": [ "organizationName", "dimensions", "useCases" ], "properties": { "risks": { "type": "array", "items": { "type": "object", "required": [ "risk", "severity" ], "properties": { "risk": { "type": "string", "maxLength": 500, "minLength": 1 }, "owner": { "type": "string", "maxLength": 160 }, "severity": { "enum": [ "low", "medium", "high" ], "type": "string" }, "remediation": { "type": "string", "maxLength": 500 } }, "additionalProperties": false }, "maxItems": 12, "description": "Optional risk register entries; scoring gaps should each become one." }, "useCases": { "type": "array", "items": { "type": "object", "required": [ "name", "valueCase", "risk", "classification" ], "properties": { "name": { "type": "string", "maxLength": 160, "minLength": 1 }, "risk": { "type": "string", "maxLength": 500, "minLength": 1, "description": "Impact and reversibility of failures." }, "rationale": { "type": "string", "maxLength": 500 }, "valueCase": { "type": "string", "maxLength": 500, "minLength": 1, "description": "The tracked operating metric this use case improves, and roughly by how much." }, "blockingGap": { "type": "string", "maxLength": 500, "description": "For prepare-first: the named gap that blocks starting now." }, "classification": { "enum": [ "start-now", "prepare-first", "defer" ], "type": "string" } }, "additionalProperties": false }, "maxItems": 12, "minItems": 1, "description": "Candidate AI use cases, each classified start-now, prepare-first, or defer." }, "dimensions": { "type": "object", "required": [ "dataReadiness", "workflowOwnership", "governanceControls", "deliveryCapacity", "executiveSponsorship" ], "properties": { "dataReadiness": { "type": "object", "required": [ "score", "evidence" ], "properties": { "gap": { "type": "string", "maxLength": 500, "description": "Optional named gap for this dimension, used in the risk register and conditions." }, "score": { "oneOf": [ { "type": "integer", "maximum": 5, "minimum": 1 }, { "enum": [ "unknown" ], "type": "string" } ], "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." }, "evidence": { "type": "string", "maxLength": 2000, "minLength": 1, "description": "One or two sentences supporting the score — or, for unknown, what evidence is missing." }, "evidenceLabel": { "enum": [ "fact", "assumption", "estimate" ], "type": "string", "description": "Optional classification of the supplied evidence." } }, "description": "Data readiness: the data the workflows need exists, is accessible, and its quality problems are known and bounded.", "additionalProperties": false }, "deliveryCapacity": { "type": "object", "required": [ "score", "evidence" ], "properties": { "gap": { "type": "string", "maxLength": 500, "description": "Optional named gap for this dimension, used in the risk register and conditions." }, "score": { "oneOf": [ { "type": "integer", "maximum": 5, "minimum": 1 }, { "enum": [ "unknown" ], "type": "string" } ], "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." }, "evidence": { "type": "string", "maxLength": 2000, "minLength": 1, "description": "One or two sentences supporting the score — or, for unknown, what evidence is missing." }, "evidenceLabel": { "enum": [ "fact", "assumption", "estimate" ], "type": "string", "description": "Optional classification of the supplied evidence." } }, "description": "Delivery capacity: engineering and operations can commit to iterative delivery, evaluation cycles, and post-launch operation.", "additionalProperties": false }, "workflowOwnership": { "type": "object", "required": [ "score", "evidence" ], "properties": { "gap": { "type": "string", "maxLength": 500, "description": "Optional named gap for this dimension, used in the risk register and conditions." }, "score": { "oneOf": [ { "type": "integer", "maximum": 5, "minimum": 1 }, { "enum": [ "unknown" ], "type": "string" } ], "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." }, "evidence": { "type": "string", "maxLength": 2000, "minLength": 1, "description": "One or two sentences supporting the score — or, for unknown, what evidence is missing." }, "evidenceLabel": { "enum": [ "fact", "assumption", "estimate" ], "type": "string", "description": "Optional classification of the supplied evidence." } }, "description": "Workflow ownership: each candidate workflow has a named owner with authority to change how the work is done.", "additionalProperties": false }, "governanceControls": { "type": "object", "required": [ "score", "evidence" ], "properties": { "gap": { "type": "string", "maxLength": 500, "description": "Optional named gap for this dimension, used in the risk register and conditions." }, "score": { "oneOf": [ { "type": "integer", "maximum": 5, "minimum": 1 }, { "enum": [ "unknown" ], "type": "string" } ], "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." }, "evidence": { "type": "string", "maxLength": 2000, "minLength": 1, "description": "One or two sentences supporting the score — or, for unknown, what evidence is missing." }, "evidenceLabel": { "enum": [ "fact", "assumption", "estimate" ], "type": "string", "description": "Optional classification of the supplied evidence." } }, "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.", "additionalProperties": false }, "executiveSponsorship": { "type": "object", "required": [ "score", "evidence" ], "properties": { "gap": { "type": "string", "maxLength": 500, "description": "Optional named gap for this dimension, used in the risk register and conditions." }, "score": { "oneOf": [ { "type": "integer", "maximum": 5, "minimum": 1 }, { "enum": [ "unknown" ], "type": "string" } ], "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." }, "evidence": { "type": "string", "maxLength": 2000, "minLength": 1, "description": "One or two sentences supporting the score — or, for unknown, what evidence is missing." }, "evidenceLabel": { "enum": [ "fact", "assumption", "estimate" ], "type": "string", "description": "Optional classification of the supplied evidence." } }, "description": "Executive sponsorship: an accountable sponsor exists for adoption and policy decisions.", "additionalProperties": false } }, "description": "All five readiness dimensions, each scored 1-5 with evidence, or marked unknown.", "additionalProperties": false }, "sequencing": { "type": "object", "properties": { "next30": { "type": "string", "maxLength": 1000 }, "next60": { "type": "string", "maxLength": 1000 }, "next90": { "type": "string", "maxLength": 1000 } }, "description": "Optional 30-60-90 day sequencing recommendation.", "additionalProperties": false }, "preparedFor": { "type": "string", "maxLength": 160, "description": "Optional sponsor or requester the assessment is prepared for." }, "organizationName": { "type": "string", "maxLength": 160, "minLength": 1, "description": "The organization or team being assessed." } }, "additionalProperties": false }arguments 378 lines
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