---
schema: "interfacedelta-service-md/1"
target_key: "sha256:132848c8f66e6804ecbdbb7a99fe07f2b34161832f9ff44b2d7fd68be1714420"
origin: "https://topic-scorer.pixelcove.co"
protocols: ["mcp"]
observed_at: "2026-11-13T00:04:57.351Z"
generated_at: "2026-11-13T02:04:40.309Z"
record_url: "https://interfacedelta.com/atlas/sha256:132848c8f66e6804ecbdbb7a99fe07f2b34161832f9ff44b2d7fd68be1714420"
record_api: "https://interfacedelta.com/api/v1/record/services/sha256:132848c8f66e6804ecbdbb7a99fe07f2b34161832f9ff44b2d7fd68be1714420"
source: "InterfaceDelta atlas"
license_note: "Use of this record is governed by https://interfacedelta.com/terms."
---

# Service record: https://topic-scorer.pixelcove.co

## Identity
- Origin: https://topic-scorer.pixelcove.co
- Endpoints: https://topic-scorer.pixelcove.co/mcp
- Protocols: mcp
- Registry names: co.pixelcove/topic-scorer
- First retained observation: 2026-11-13T00:04:57.351Z
- Latest observation: 2026-11-13T00:04:57.351Z

## Tools
- Tool 1: topic\_scorer\_find (mcp); inputs: limit, query, taxonomy; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 2: topic\_scorer\_gate (mcp); inputs: category, full, min\_rank, phrases, taxonomy, text; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 3: topic\_scorer\_phrases (mcp); inputs: category, n, taxonomy; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 4: topic\_scorer\_score (mcp); inputs: category, full, per, phrases, taxonomy, text; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 5: topic\_scorer\_taxonomies (mcp); inputs: none shown; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
Tools omitted: 0.

## Effect readings (AI)
- Tool 1 (topic\_scorer\_find): ◇ AI reading; state: counted; reads (confidence 0.84); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 3 (topic\_scorer\_phrases): ◇ AI reading; state: counted; reads (confidence 0.82); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 5 (topic\_scorer\_taxonomies): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5.

## Change history
No changes recorded in the retained history.

## Payment rails
- Protocols observed: none.
- HTTP 402 seen in retained observations: false.

## Not covered
- We don't call tools.
- We don't rate or certify.
- We don't publish prices.
- We cover only what was observed.

## Evidence
- Identity: observed / declared; observation time: 2026-11-13T00:04:57.351Z.
- Tools: declared; observation time: 2026-11-13T00:04:57.351Z.
- Effect readings (AI): AI reading; observation time: 2026-11-13T00:04:57.351Z.
- Change history: observed; observation time: 2026-11-13T00:04:57.351Z; change observation times: none.
- Payment rails: observed; observation time: 2026-11-13T00:04:57.351Z.

```json
{
  "schema": "interfacedelta-service-md/1",
  "target_key": "sha256:132848c8f66e6804ecbdbb7a99fe07f2b34161832f9ff44b2d7fd68be1714420",
  "origin": "https://topic-scorer.pixelcove.co",
  "protocols": [
    "mcp"
  ],
  "observed_at": "2026-11-13T00:04:57.351Z",
  "generated_at": "2026-11-13T02:04:40.309Z",
  "record_url": "https://interfacedelta.com/atlas/sha256:132848c8f66e6804ecbdbb7a99fe07f2b34161832f9ff44b2d7fd68be1714420",
  "record_api": "https://interfacedelta.com/api/v1/record/services/sha256:132848c8f66e6804ecbdbb7a99fe07f2b34161832f9ff44b2d7fd68be1714420",
  "source": "InterfaceDelta atlas",
  "license_note": "Use of this record is governed by https://interfacedelta.com/terms.",
  "identity": {
    "origin": "https://topic-scorer.pixelcove.co",
    "endpoints": [
      "https://topic-scorer.pixelcove.co/mcp"
    ],
    "protocols": [
      "mcp"
    ],
    "registry_names": [
      "co.pixelcove/topic-scorer"
    ],
    "first_retained_observation": "2026-11-13T00:04:57.351Z",
    "latest_observation": "2026-11-13T00:04:57.351Z"
  },
  "tools": [
    {
      "name": "topic_scorer_find",
      "protocol": "mcp",
      "inputs": [
        "limit",
        "query",
        "taxonomy"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.84
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "topic_scorer_gate",
      "protocol": "mcp",
      "inputs": [
        "category",
        "full",
        "min_rank",
        "phrases",
        "taxonomy",
        "text"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": null
    },
    {
      "name": "topic_scorer_phrases",
      "protocol": "mcp",
      "inputs": [
        "category",
        "n",
        "taxonomy"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.82
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "topic_scorer_score",
      "protocol": "mcp",
      "inputs": [
        "category",
        "full",
        "per",
        "phrases",
        "taxonomy",
        "text"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": null
    },
    {
      "name": "topic_scorer_taxonomies",
      "protocol": "mcp",
      "inputs": [],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.9
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    }
  ],
  "tools_omitted": 0,
  "tools_state": "recorded",
  "changes": [],
  "payment_rails": {
    "protocols": [],
    "http_402_seen": false
  },
  "not_covered": [
    "We don't call tools.",
    "We don't rate or certify.",
    "We don't publish prices.",
    "We cover only what was observed."
  ],
  "evidence": [
    {
      "section": "Identity",
      "classes": [
        "observed",
        "declared"
      ],
      "observed_at": "2026-11-13T00:04:57.351Z"
    },
    {
      "section": "Tools",
      "classes": [
        "declared"
      ],
      "observed_at": "2026-11-13T00:04:57.351Z"
    },
    {
      "section": "Effect readings (AI)",
      "classes": [
        "AI reading"
      ],
      "observed_at": "2026-11-13T00:04:57.351Z"
    },
    {
      "section": "Change history",
      "classes": [
        "observed"
      ],
      "observed_at": "2026-11-13T00:04:57.351Z",
      "observation_times": []
    },
    {
      "section": "Payment rails",
      "classes": [
        "observed"
      ],
      "observed_at": "2026-11-13T00:04:57.351Z"
    }
  ]
}
```