Kunkafa

Market forecasts with their own track record, inside Claude, ChatGPT and other MCP apps.

Should I use this

Quality & Safety

A
Description quality
100%
Schema completeness
82%
Naming quality
96%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~1,800Tokens (tool definitions)
~1.5 KBTypical response size
Moderate attention impact (1.41% 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": {
    "kunkafa": {
      "url": "https://kunkafa.com/mcp"
    }
  }
}

Remote endpoints

https://kunkafa.com/mcpstreamable-http

What it can do

Tool inventory

Tools (9)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢list_markets(cursor, limit)

Markets this account can read, each with the durations that have forecasts now, and what it follows. Page with page.nextCursor.

Input Schema

{
  "type": "object",
  "properties": {
    "cursor": {
      "description": "page.nextCursor from the previous reply, to read the next page; omit for the first page",
      "type": "string",
      "minLength": 1,
      "maxLength": 256,
      "pattern": "^[A-Za-z0-9_-]+$"
    },
    "limit": {
      "description": "Items per page, 1 to 50; default 50",
      "type": "integer",
      "minimum": 1,
      "maximum": 50
    }
  },
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢get_outlooks(market, durations, minDuration, maxDuration, maxDurationExclusive, ...)

Current forecasts for one market; one market per call by design, so data is not pulled in bulk. Choose durations (exact or a range) and optionally direction, confidence or target filters. At most 6 durations and 72 forecasts per call; calls can run in parallel.

Input Schema

{
  "type": "object",
  "properties": {
    "market": {
      "type": "string",
      "minLength": 1,
      "maxLength": 200,
      "pattern": "^[a-z0-9]+(?:-[a-z0-9]+)*$",
      "description": "Market slug from list_markets, for example bitcoin"
    },
    "durations": {
      "description": "Exact duration labels from list_markets, for example [\"1 hour\", \"6 hours\"]",
      "minItems": 1,
      "maxItems": 6,
      "type": "array",
      "items": {
        "type": "string",
        "minLength": 2,
        "maxLength": 24,
        "pattern": "^\\d{1,5}\\s*[A-Za-z]{1,8}$"
      }
    },
    "minDuration": {
      "description": "Shortest duration to include, for example \"1 hour\"",
      "type": "string",
      "minLength": 2,
      "maxLength": 24,
      "pattern": "^\\d{1,5}\\s*[A-Za-z]{1,8}$"
    },
    "maxDuration": {
      "description": "Longest duration to include, for example \"1 day\"",
      "type": "string",
      "minLength": 2,
      "maxLength": 24,
      "pattern": "^\\d{1,5}\\s*[A-Za-z]{1,8}$"
    },
    "maxDurationExclusive": {
      "description": "true for \"less than maxDuration\"; default includes maxDuration",
      "type": "boolean"
    },
    "direction": {
      "description": "Default both",
      "type": "string",
      "enum": [
        "up",
        "down",
        "both"
      ]
    },
    "minProbabilityPercent": {
      "description": "Only forecasts whose probability (Kunkafa's confidence) is at least this",
      "type": "number",
      "minimum": 0,
      "maximum": 100
    },
    "maxProbabilityPercent": {
      "description": "Only forecasts whose probability is at most this",
      "type": "number",
      "minimum": 0,
      "maximum": 100
    },
    "minTargetPercent": {
      "description": "Only targets at least this far from the reference price, in percent",
      "type": "number",
      "minimum": 0,
      "maximum": 10000
    },
    "maxTargetPercent": {
      "description": "Only targets at most this far from the reference price, in percent",
      "type": "number",
      "minimum": 0,
      "maximum": 10000
    }
  },
  "required": [
    "market"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢get_performance(market, probabilityPercent)

How often past forecasts touched their target, by confidence level and period. Pass probabilityPercent for the matching row (headline).

Input Schema

{
  "type": "object",
  "properties": {
    "market": {
      "type": "string",
      "minLength": 1,
      "maxLength": 200,
      "pattern": "^[a-z0-9]+(?:-[a-z0-9]+)*$",
      "description": "Market slug from list_markets, for example bitcoin"
    },
    "probabilityPercent": {
      "description": "A forecast's confidence; the headline shows past results at the nearest published level at or below it",
      "type": "number",
      "minimum": 0,
      "maximum": 100
    }
  },
  "required": [
    "market"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢get_results(market, durations)

Recent example forecasts with their outcomes; not a full record.

Input Schema

{
  "type": "object",
  "properties": {
    "market": {
      "type": "string",
      "minLength": 1,
      "maxLength": 200,
      "pattern": "^[a-z0-9]+(?:-[a-z0-9]+)*$",
      "description": "Market slug from list_markets, for example bitcoin"
    },
    "durations": {
      "description": "Only these duration labels, for example [\"1 hour\", \"1 day\"]; default every duration",
      "minItems": 1,
      "maxItems": 6,
      "type": "array",
      "items": {
        "type": "string",
        "minLength": 2,
        "maxLength": 24,
        "pattern": "^\\d{1,5}\\s*[A-Za-z]{1,8}$"
      }
    }
  },
  "required": [
    "market"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢get_usage(cursor, limit)

Remaining allowances, what one get_outlooks call returns, and this connection's permissions, canFollow and expiry. Uses no allowance.

Input Schema

{
  "type": "object",
  "properties": {
    "cursor": {
      "description": "page.nextCursor from the previous reply, to read the next page; omit for the first page",
      "type": "string",
      "minLength": 1,
      "maxLength": 256,
      "pattern": "^[A-Za-z0-9_-]+$"
    },
    "limit": {
      "description": "Items per page, 1 to 50; default 50",
      "type": "integer",
      "minimum": 1,
      "maximum": 50
    }
  },
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🔴follow_market(market, confirmReplacement)

Follow a market for this account. Check canFollow in get_usage first. Replacing a followed market is allowed once every 30 days: ask the user, then call with confirmReplacement true.

Input Schema

{
  "type": "object",
  "properties": {
    "market": {
      "type": "string",
      "minLength": 1,
      "maxLength": 200,
      "pattern": "^[a-z0-9]+(?:-[a-z0-9]+)*$",
      "description": "Market slug from list_markets, for example bitcoin"
    },
    "confirmReplacement": {
      "description": "Set true only after the user agreed to replace a market they already follow",
      "type": "boolean"
    }
  },
  "required": [
    "market"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🔴unfollow_market(market)

Stop following a market; its data stops being readable. Check canFollow in get_usage first.

Input Schema

{
  "type": "object",
  "properties": {
    "market": {
      "type": "string",
      "minLength": 1,
      "maxLength": 200,
      "pattern": "^[a-z0-9]+(?:-[a-z0-9]+)*$",
      "description": "Market slug from list_markets, for example bitcoin"
    }
  },
  "required": [
    "market"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢get_glossary

What every Kunkafa term and number means and how to read them. Call once before explaining results. No sign-in needed.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢get_account_links

Links to create an account, sign in and manage connections.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

Community

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Evidence

Recent observations

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