Ocolta Review Summaries

Read categorical signals, confidence and indicator counts from your recoverable Ocolta reviews.

Should I use this

Quality & Safety

B
Description quality
100%
Schema completeness
47%
Naming quality
100%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~745Tokens (tool definitions)
~2.1 KBTypical response size
Moderate attention impact (0.58% of 128k context)

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": {
    "ocolta-review-summaries": {
      "url": "https://app.ocolta.com/mcp"
    }
  }
}

Remote endpoints

https://app.ocolta.com/mcpstreamable-http

What it can do

Tool inventory

Tools (3)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢get_connected_purchase

Identify the existing Ocolta purchase connected for this conversation. Returns available review count and supported report-summary access; does not expose payment details or account identifiers.

Input Schema

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

Output Schema

{
  "type": "object",
  "properties": {
    "label": {
      "type": "string"
    },
    "synthetic": {
      "type": "boolean"
    },
    "availableReviews": {
      "type": "integer",
      "minimum": 0
    },
    "access": {
      "type": "string",
      "const": "Categorical summaries from recoverable completed reviews"
    }
  },
  "required": [
    "label",
    "synthetic",
    "availableReviews",
    "access"
  ],
  "additionalProperties": false
}
🟢list_recent_reviews

List up to ten completed, recoverable Deep Reviews from the existing purchase you connected. Use when you ask which review summaries are still available within the 24-hour recovery period. No new review or credit spend is started.

Input Schema

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

Output Schema

{
  "type": "object",
  "properties": {
    "reviews": {
      "type": "array",
      "maxItems": 10,
      "items": {
        "type": "object",
        "properties": {
          "review_id": {
            "type": "string",
            "pattern": "^ent_[a-f0-9]{32}(?:c[0-9]{2,3})?$"
          }
        },
        "required": [
          "review_id"
        ],
        "additionalProperties": false
      }
    },
    "recoveryWindow": {
      "type": "string",
      "const": "24 hours after completion"
    }
  },
  "required": [
    "reviews",
    "recoveryWindow"
  ],
  "additionalProperties": false
}
🟢get_review_summary(review_id)

Retrieve categorical document-review status, review priority, confidence and fraud/AI indicator counts for one recoverable review from the connected purchase. Provides signals for human follow-up without source documents, personal fields or free-text excerpts. This does not prove fraud, authenticity, intent, identity or AI generation. No new credit is spent.

Input Schema

{
  "type": "object",
  "properties": {
    "review_id": {
      "type": "string",
      "pattern": "^ent_[a-f0-9]{32}(?:c[0-9]{2,3})?$"
    }
  },
  "required": [
    "review_id"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "status": {
      "type": "string",
      "enum": [
        "completed",
        "unable_to_determine",
        "refused"
      ]
    },
    "reviewPriority": {
      "type": "string",
      "enum": [
        "low",
        "moderate",
        "high",
        "unable_to_determine"
      ]
    },
    "confidence": {
      "type": "string",
      "enum": [
        "low",
        "medium",
        "high",
        "unable_to_determine"
      ]
    },
    "fraudAssessment": {
      "type": "string",
      "enum": [
        "no_supported_indicators",
        "indicators_present",
        "unable_to_determine"
      ]
    },
    "aiGenerationAssessment": {
      "type": "string",
      "enum": [
        "no_supported_indicators",
        "indicators_present",
        "unable_to_determine"
      ]
    },
    "fraudIndicatorCount": {
      "type": "integer",
      "minimum": 0
    },
    "aiGenerationIndicatorCount": {
      "type": "integer",
      "minimum": 0
    },
    "limitationCount": {
      "type": "integer",
      "minimum": 0
    },
    "disclaimer": {
      "type": "string",
      "const": "This review identifies document-level signals for human follow-up. It does not prove fraud, authenticity, intent, identity, account ownership, or AI generation."
    }
  },
  "required": [
    "status",
    "reviewPriority",
    "confidence",
    "fraudAssessment",
    "aiGenerationAssessment",
    "fraudIndicatorCount",
    "aiGenerationIndicatorCount",
    "limitationCount",
    "disclaimer"
  ],
  "additionalProperties": false
}

Community

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Evidence

Recent observations

verifiedversion not recorded3 tools