Kunkafa

Official9 tools

by Kareemfarid

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

MCP Server: com.kunkafa/kunkafa

This MCP server provides market forecasts with a stated “own track record,” and makes them available inside Claude, ChatGPT, and other MCP apps. It is described as delivering forecasting data as the core capability for developers integrating through MCP.

🛠️ Key Features

Market forecasts
“Own track record” associated with forecasts
Works within Claude, ChatGPT, and other MCP apps

🚀 Use Cases

Retrieve market forecast information in MCP-enabled applications
Integrate forecast data into developer workflows across Claude/ChatGPT environments

⚡ Developer Benefits

Connect forecast functionality to multiple MCP app clients
Use a single server endpoint for market forecasts described with a track record

⚠️ Limitations

Provided details do not specify tools, parameters, or number of callable tools
No additional fields (e.g., topics, toolCount, or readme excerpt) were provided

Topics

chatgptclaudefinancemarket-forecastingmcpmcp-servermodel-context-protocol

Captured live from the server via tools/list.

list_markets

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

Parameters2

cursor	string	optional	page.nextCursor from the previous reply, to read the next page; omit for the first page
limit	integer	optional	Items per page, 1 to 50; default 50

Raw 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

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.

Parameters10

market	string	required	Market slug from list_markets, for example bitcoin
durations	array	optional	Exact duration labels from list_markets, for example ["1 hour", "6 hours"]
minDuration	string	optional	Shortest duration to include, for example "1 hour"
maxDuration	string	optional	Longest duration to include, for example "1 day"
maxDurationExclusive	boolean	optional	true for "less than maxDuration"; default includes maxDuration
direction	string	optional	Default both
minProbabilityPercent	number	optional	Only forecasts whose probability (Kunkafa's confidence) is at least this
maxProbabilityPercent	number	optional	Only forecasts whose probability is at most this
minTargetPercent	number	optional	Only targets at least this far from the reference price, in percent
maxTargetPercent	number	optional	Only targets at most this far from the reference price, in percent

Raw 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

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

Parameters2

market	string	required	Market slug from list_markets, for example bitcoin
probabilityPercent	number	optional	A forecast's confidence; the headline shows past results at the nearest published level at or below it

Raw 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

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

Parameters2

market	string	required	Market slug from list_markets, for example bitcoin
durations	array	optional	Only these duration labels, for example ["1 hour", "1 day"]; default every duration

Raw 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

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

Parameters2

cursor	string	optional	page.nextCursor from the previous reply, to read the next page; omit for the first page
limit	integer	optional	Items per page, 1 to 50; default 50

Raw 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

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.

Parameters2

market	string	required	Market slug from list_markets, for example bitcoin
confirmReplacement	boolean	optional	Set true only after the user agreed to replace a market they already follow

Raw 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

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

Parameters1

market

string

required

Market slug from list_markets, for example bitcoin

Raw 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.

Parameters

No parameters.

Raw 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.

Parameters

No parameters.

Raw schema

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

README.md4 KBView on GitHub

Kunkafa MCP server

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

Kunkafa answers one question for any market it covers: how far could the price move, up or down, within a given time, and how confident is Kunkafa that it gets there? Every figure comes with the record of how often forecasts at that confidence were right — wrong calls included. Kunkafa never tells anyone to buy or sell. Probability, not advice.

Website: https://kunkafa.com
Setup guide: https://kunkafa.com/developers/setup
Track record: https://kunkafa.com/performance · Reports: https://kunkafa.com/reports

Connect

Server URL: https://kunkafa.com/mcp (remote, streamable HTTP)

Add the URL in your AI app's MCP or connector settings.
A Kunkafa page opens in your browser: sign up or sign in, then approve the connection.
Return to the conversation and ask about a market.

App	How
Claude	Settings → Connectors → add a custom connector with the URL, then complete browser authorization.
ChatGPT	Set up a custom app in ChatGPT web developer mode, then select it in the conversation (plan and workspace restrictions apply).
Other MCP apps	Any app that supports remote MCP with browser OAuth. Never paste account credentials into an app.

MCP is included in every plan, including Free.

Tools

Tool	What it does	Writes?
`get_glossary`	What every Kunkafa term and number means. No sign-in needed.	No
`get_account_links`	Links to create an account, sign in and manage connections. No sign-in needed.	No
`list_markets`	Markets this account can read, each with the durations that have forecasts now, and what it follows.	No
`get_outlooks`	Current forecasts for one market: durations, direction, confidence and target filters (up to 6 durations, 72 forecasts per call).	No
`get_performance`	How often past forecasts touched their target, by confidence level and period.	No
`get_results`	Recent example forecasts with their outcomes.	No
`get_usage`	Remaining allowances, this connection's permissions and expiry. Uses no allowance.	No
`follow_market`	Follow a market for this account (needs the `following:write` permission).	Yes
`unfollow_market`	Stop following a market (needs `following:write`).	Yes

Every tool declares a typed input schema (each field described) and an output schema matching the published API contract, so clients can read replies as structured data.

Try asking

"Use Kunkafa: how far could gold move this week, up or down, and how confident is Kunkafa?"
"Compare Bitcoin's chances of rising 2% versus falling 2% within a day, with Kunkafa's record at that confidence."
"How often was Kunkafa right on the Nasdaq 100 over the last 30 days?"

Authorization

OAuth 2.1 authorization code flow with PKCE, resource https://kunkafa.com/mcp. Discovery starts at https://kunkafa.com/.well-known/oauth-protected-resource/mcp. Read permissions: markets:read, outlooks:read, performance:read, results:read, usage:read; following:write follows and unfollows markets. Details: https://kunkafa.com/developers/security

Markets

US stocks and indices, crypto, gold, oil and currencies — the live list is returned by list_markets and shown at https://kunkafa.com/markets. Durations run from five minutes to seven years.

Support

contact@kunkafa.com · https://kunkafa.com/developers/troubleshooting

This repository holds documentation only; the server is hosted by Kunkafa.

Install

Tools (9)

list_marketsget_outlooksget_performanceget_resultsget_usagefollow_marketunfollow_marketget_glossary

Remote endpoint

Streamable HTTP

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

url

https://kunkafa.com/mcp

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "kunkafa": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://kunkafa.com/mcp"
      ]
    }
  }
}

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

MCP Server: com.kunkafa/kunkafa

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

⚠️ Limitations

Topics

list_markets

get_outlooks

get_performance

get_results

get_usage

follow_market

unfollow_market

get_glossary

get_account_links

Kunkafa MCP server

Connect

Tools

Try asking

Authorization

Markets

Support

Install

Remote endpoint

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