vc.doomscore/doom

Official11 toolsLive

by doomscore

Obsolescence-risk screening: predicts if a product gets absorbed into core LLM-platform features.

The Model Context Protocol (MCP) server vc.doomscore/doom provides obsolescence-risk screening. It predicts whether a product is likely to be absorbed into core LLM-platform features. The server is available as part of an MCP tool set comprising 11 tools.

🛠️ Key Features

Obsolescence-risk screening
Predicts product absorption into core LLM-platform features
11 available tools

🚀 Use Cases

Assessing whether a product may be absorbed into core LLM-platform feature sets

⚡ Developer Benefits

Integrates a risk-prediction workflow via MCP tools (11 total) for product evaluation

⚠️ Limitations

Scope is limited to predicting obsolescence risk via absorption into core LLM-platform features

Captured live from the server via tools/list.

doom_prep

Prep Gate. Validates config + confirms the roadmap-signals KB is within the staleness threshold. Fails closed if stale. Call before assess_product.

Parameters

No parameters.

Raw schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}

assess_product

Assess one product's obsolescence risk. Provide exactly ONE of description/url/pitch_company_id/deck_text. Async — returns job_id; poll get_assessment. Defaults to deep mode. Optionally pass requested_by to identify the caller (shown in the activity feed).

Parameters6

description	string	optional
url	string	optional
pitch_company_id	string	optional
deck_text	string	optional
mode	string	optional
requested_by	string	optional	Who is requesting this assessment (name/handle/agent id) — shown in the #doom-activity feed; defaults to anonymous.

Raw schema

{
  "type": "object",
  "properties": {
    "description": {
      "type": "string"
    },
    "url": {
      "type": "string"
    },
    "pitch_company_id": {
      "type": "string"
    },
    "deck_text": {
      "type": "string"
    },
    "mode": {
      "type": "string",
      "enum": [
        "quick",
        "deep"
      ],
      "default": "deep"
    },
    "requested_by": {
      "type": "string",
      "description": "Who is requesting this assessment (name/handle/agent id) — shown in the #doom-activity feed; defaults to anonymous."
    }
  },
  "additionalProperties": false
}

get_assessment

Poll an assessment job_id. Returns status + the typed assessment when complete. Hard timeout — never hangs on pending.

Parameters1

job_id

string

required

Raw schema

{
  "type": "object",
  "properties": {
    "job_id": {
      "type": "string"
    }
  },
  "required": [
    "job_id"
  ],
  "additionalProperties": false
}

list_assessments

Recent assessments, filterable by verdict.

Parameters2

verdict	string	optional
limit	number	optional

Raw schema

{
  "type": "object",
  "properties": {
    "verdict": {
      "type": "string"
    },
    "limit": {
      "type": "number",
      "default": 20
    }
  },
  "additionalProperties": false
}

overview

Inspectable State. No input. Counts, recent activity, roadmap-signal freshness, health, last calibration run.

Parameters

No parameters.

Raw schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}

record_outcome

Outcome-feedback (learning loop). Record what ACTUALLY happened to a previously-assessed product as a labeled calibration case; the weekly recalibration folds it into the gate. Operator-only (requires operator_key). Provide either job_id (links the case to that assessment + reuses its product) or product text.

Parameters7

operator_key	string	required
job_id	string	optional
product	string	optional
actual_outcome	string	required
expected_verdict	string	required
year_observed	number	optional
notes	string	optional

Raw schema

{
  "type": "object",
  "properties": {
    "operator_key": {
      "type": "string"
    },
    "job_id": {
      "type": "string"
    },
    "product": {
      "type": "string"
    },
    "actual_outcome": {
      "type": "string",
      "enum": [
        "sherlocked",
        "survived",
        "thrived"
      ]
    },
    "expected_verdict": {
      "type": "string",
      "enum": [
        "roadkill",
        "squeezed",
        "defensible",
        "riding-the-wave"
      ]
    },
    "year_observed": {
      "type": "number"
    },
    "notes": {
      "type": "string"
    }
  },
  "required": [
    "operator_key",
    "actual_outcome",
    "expected_verdict"
  ],
  "additionalProperties": false
}

list_signal_candidates

KB-refresh review queue. List auto-scraped candidate roadmap signals (default: pending). Operator-only. Approve/reject with review_signal_candidate; the weekly cron signs approved ones into the live KB.

Parameters3

operator_key	string	required
status	string	optional
limit	number	optional

Raw schema

{
  "type": "object",
  "properties": {
    "operator_key": {
      "type": "string"
    },
    "status": {
      "type": "string",
      "enum": [
        "pending",
        "approved",
        "rejected",
        "signed"
      ]
    },
    "limit": {
      "type": "number",
      "default": 50
    }
  },
  "required": [
    "operator_key"
  ],
  "additionalProperties": false
}

review_signal_candidate

Approve or reject a KB-refresh candidate signal. Operator-only. Approved candidates are signed (Ed25519) into the live roadmap_signals KB by the next refresh run; rejected ones are dropped. Controls what becomes grounding truth.

Parameters3

operator_key	string	required
candidate_id	string	required
action	string	required

Raw schema

{
  "type": "object",
  "properties": {
    "operator_key": {
      "type": "string"
    },
    "candidate_id": {
      "type": "string"
    },
    "action": {
      "type": "string",
      "enum": [
        "approve",
        "reject"
      ]
    }
  },
  "required": [
    "operator_key",
    "candidate_id",
    "action"
  ],
  "additionalProperties": false
}

list_kb_signals

List the active (signed, grounding) roadmap signals with their ids — use to find a signal_id to retire. Operator-only.

Parameters1

operator_key

string

required

Raw schema

{
  "type": "object",
  "properties": {
    "operator_key": {
      "type": "string"
    }
  },
  "required": [
    "operator_key"
  ],
  "additionalProperties": false
}

retire_signal

UNLEARN a KB signal that became false/obsolete (e.g. a rumored feature cancelled, or a signal no longer predictive). Soft-deletes it (active=false) so it stops grounding assessments immediately — recoverable. Operator-only. Find the id via list_kb_signals.

Parameters3

operator_key	string	required
signal_id	string	required
reason	string	required

Raw schema

{
  "type": "object",
  "properties": {
    "operator_key": {
      "type": "string"
    },
    "signal_id": {
      "type": "string"
    },
    "reason": {
      "type": "string"
    }
  },
  "required": [
    "operator_key",
    "signal_id",
    "reason"
  ],
  "additionalProperties": false
}

supersede_calibration_case

UNLEARN a calibration case whose label turned out wrong or obsolete — retires it (active=false) so the recalibration gate stops scoring it. To correct, retire the wrong case then record_outcome the right one. Operator-only.

Parameters3

operator_key	string	required
case_id	string	required
reason	string	required

Raw schema

{
  "type": "object",
  "properties": {
    "operator_key": {
      "type": "string"
    },
    "case_id": {
      "type": "string"
    },
    "reason": {
      "type": "string"
    }
  },
  "required": [
    "operator_key",
    "case_id",
    "reason"
  ],
  "additionalProperties": false
}

Install

Tools (11)

doom_prepassess_productget_assessmentlist_assessmentsoverviewrecord_outcomelist_signal_candidatesreview_signal_candidate

Remote endpoint

Streamable HTTP

Hosted server - connect over the network, no local install.

url

https://mcp.doomscore.vc

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "doom": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://mcp.doomscore.vc"
      ]
    }
  }
}

Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

⚠️ Limitations

doom_prep

assess_product

get_assessment

list_assessments

overview

record_outcome

list_signal_candidates

review_signal_candidate

list_kb_signals

retire_signal

supersede_calibration_case

Install

Remote endpoint

Related servers