Kunkafa

Current forecasts

get_outlooks

Read-only

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

TableJSON Schema

Name	Required	Description
`market`	Yes	Market slug from list_markets, for example bitcoin
`direction`	No	Default both
`durations`	No	Exact duration labels from list_markets, for example ["1 hour", "6 hours"]
`maxDuration`	No	Longest duration to include, for example "1 day"
`minDuration`	No	Shortest duration to include, for example "1 hour"
`maxTargetPercent`	No	Only targets at most this far from the reference price, in percent
`minTargetPercent`	No	Only targets at least this far from the reference price, in percent
`maxDurationExclusive`	No	true for "less than maxDuration"; default includes maxDuration
`maxProbabilityPercent`	No	Only forecasts whose probability is at most this
`minProbabilityPercent`	No	Only forecasts whose probability (Kunkafa's confidence) is at least this

Output Schema

TableJSON Schema

Name	Required	Description
`data`	Yes
`usage`	Yes
`dataUse`	Yes	Use restriction on every reply: data collection is prohibited; the data may not be collected, saved, stored, exported or compiled, or used to train, retrain, fine-tune or distil any model.
`notices`	Yes
`fieldGuide`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

Changed1 schema field changedOct 3, 2026

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "$defs": {
+    "IntegrationMarketSlug": {
+      "description": "Published English-name market slug returned by authorized discovery.",
+      "pattern": "^[a-z0-9]+(?:-[a-z0-9]+)*$",
+      "type": "string"
+    },
+    "IntegrationNotice": {
+      "additionalProperties": false,
+      "properties": {
+        "id": {
+          "type": "string"
+        },
+        "kind": {
+          "enum": [
+            "approaching_limit",
+            "limit_reached"
+          ]
+        },
+        "limit": {
+          "minimum": 0,
+          "type": "integer"
+        },
+        "message": {
+          "type": "string"
+        },
+        "nextCapacityAt": {
+          "anyOf": [
+            {
+              "$ref": "#/$defs/IntegrationTimestamp"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "period": {
+          "enum": [
+            "day",
+            "week",
+            "month"
+          ]
+        },
+        "remaining": {
+          "minimum": 0,
+          "type": "integer"
+        },
+        "used": {
+          "minimum": 0,
+          "type": "integer"
+        }
+      },
+      "required": [
+        "id",
+        "period",
+        "kind",
+        "message",
+        "used",
+        "limit",
+        "remaining",
+        "nextCapacityAt"
+      ],
+      "type": "object"
+    },
+    "IntegrationOutlookFieldGuide": {
+      "additionalProperties": false,
+      "properties": {
+        "counts": {
+          "type": "string"
+        },
+        "forecastAt": {
+          "type": "string"
+        },
+        "interpretation": {
+          "type": "string"
+        },
+        "label": {
+          "type": "string"
+        },
+        "more": {
+          "type": "string"
+        },
+        "movePercent": {
+          "type": "string"
+        },
+        "probabilityPercent": {
+          "type": "string"
+        },
+        "referencePrice": {
+          "type": "string"
+        },
+        "sourceAt": {
+          "type": "string"
+        },
+        "withoutForecasts": {
+          "minLength": 1,
+          "type": "string"
+        }
+      },
+      "required": [
+        "probabilityPercent",
+        "movePercent",
+        "referencePrice",
+        "sourceAt",
+        "forecastAt",
+        "label",
+        "counts",
+        "interpretation",
+        "more"
+      ],
+      "type": "object"
+    },
+    "IntegrationOutlookSelection": {
+      "additionalProperties": false,
+      "description": "The requested selection of one market's current forecasts. Historical performance and selected past results are read with their own operations.",
+      "properties": {
+        "availableDurations": {
+          "description": "Durations of this market that have forecasts now; a duration with none is left out.",
+          "items": {
+            "type": "string"
+          },
+          "maxItems": 40,
+          "type": "array"
+        },
+        "counts": {
+          "additionalProperties": false,
+          "properties": {
+            "forecasts": {
+              "maximum": 72,
+              "minimum": 0,
+              "type": "integer"
+            },
+            "withoutProbability": {
+              "minimum": 0,
+              "type": "integer"
+            }
+          },
+          "required": [
+            "forecasts",
+            "withoutProbability"
+          ],
+          "type": "object"
+        },
+        "forecasts": {
+          "items": {
+            "$ref": "#/$defs/IntegrationSelectedSource"
+          },
+          "type": "array"
+        },
+        "market": {
+          "$ref": "#/$defs/IntegrationMarketSlug"
+        },
+        "name": {
+          "minLength": 1,
+          "type": "string"
+        },
+        "selection": {
+          "additionalProperties": false,
+          "properties": {
+            "direction": {
+              "enum": [
+                "up",
+                "down",
+                "both"
+              ]
+            },
+            "durations": {
+              "items": {
+                "type": "string"
+              },
+              "maxItems": 6,
+              "minItems": 1,
+              "type": "array"
+            },
+            "maxProbabilityPercent": {
+              "type": "number"
+            },
+            "maxTargetPercent": {
+              "type": [
+                "number",
+                "null"
+              ]
+            },
+            "minProbabilityPercent": {
+              "type": "number"
+            },
+            "minTargetPercent": {
+              "type": "number"
+            }
+          },
+          "required": [
+            "durations",
+            "direction",
+            "minProbabilityPercent",
+            "maxProbabilityPercent",
+            "minTargetPercent",
+            "maxTargetPercent"
+          ],
+          "type": "object"
+        },
+        "sourceAt": {
+          "$ref": "#/$defs/IntegrationTimestamp"
+        },
+        "url": {
+          "format": "uri",
+          "pattern": "^https://kunkafa\\.com/markets/[a-z0-9-]+/$",
+          "type": "string"
+        },
+        "withoutForecasts": {
+          "description": "Asked-for durations with no forecasts: none_now (none at the moment) or no_match (none match the filters). Left out when every duration has forecasts.",
+          "items": {
+            "additionalProperties": false,
+            "properties": {
+              "duration": {
+                "minLength": 1,
+                "type": "string"
+              },
+              "reason": {
+                "enum": [
+                  "none_now",
+                  "no_match"
+                ]
+              }
+            },
+            "required": [
+              "duration",
+              "reason"
+            ],
+            "type": "object"
+          },
+          "maxItems": 40,
+          "minItems": 1,
+          "type": "array"
+        }
+      },
+      "required": [
+        "market",
+        "name",
+        "url",
+        "sourceAt",
+        "selection",
+        "availableDurations",
+        "forecasts",
+        "counts"
+      ],
+      "type": "object"
+    },
+    "IntegrationSelectedOutput": {
+      "additionalProperties": false,
+      "description": "One target-touch forecast. probabilityPercent is Kunkafa's confidence; outputs without one are counted in counts.withoutProbability, not listed.",
+      "properties": {
+        "direction": {
+          "enum": [
+            "up",
+            "down"
+          ]
+        },
+        "movePercent": {
+          "type": "number"
+        },
+        "probabilityPercent": {
+          "maximum": 100,
+          "minimum": 0,
+          "type": "number"
+        }
+      },
+      "required": [
+        "direction",
+        "movePercent",
+        "probabilityPercent"
+      ],
+      "type": "object"
+    },
+    "IntegrationSelectedSource": {
+      "additionalProperties": false,
+      "description": "A source group within the selection; several can share a duration. Only groups with forecasts are listed; forecastAt is left out when unknown.",
+      "properties": {
+        "duration": {
+          "minLength": 1,
+          "type": "string"
+        },
+        "forecastAt": {
+          "$ref": "#/$defs/IntegrationTimestamp"
+        },
+        "label": {
+          "description": "Names the source within its duration (A, B, C…): forecasts made together. Sources are read side by side, never merged.",
+          "pattern": "^[A-Z]$",
+          "type": "string"
+        },
+        "outputs": {
+          "items": {
+            "$ref": "#/$defs/IntegrationSelectedOutput"
+          },
+          "maxItems": 72,
+          "minItems": 1,
+          "type": "array"
+        },
+        "referencePrice": {
+          "exclusiveMinimum": 0,
+          "type": "number"
+        },
+        "sourceAt": {
+          "$ref": "#/$defs/IntegrationTimestamp"
+        }
+      },
+      "required": [
+        "duration",
+        "sourceAt",
+        "referencePrice",
+        "outputs",
+        "label"
+      ],
+      "type": "object"
+    },
+    "IntegrationTimestamp": {
+      "description": "ISO 8601 UTC timestamp supplied by Kunkafa.",
+      "format": "date-time",
+      "type": "string"
+    },
+    "IntegrationUsage": {
+      "additionalProperties": false,
+      "properties": {
+        "adjustment": {
+          "additionalProperties": false,
+          "description": "An owner-approved account allowance increase. A null expiration is permanent until changed. Usage is never reset; market access and credential eligibility still follow the current plan.",
+          "properties": {
+            "expiresAt": {
+              "format": "date-time",
+              "type": [
+                "string",
+                "null"
+              ]
+            }
+          },
+          "required": [
+            "expiresAt"
+          ],
+          "type": "object"
+        },
+        "calculatedAt": {
+          "$ref": "#/$defs/IntegrationTimestamp"
+        },
+        "concurrency": {
+          "additionalProperties": false,
+          "description": "Private requests that can run at the same time. Requests from one connection run side by side up to this limit (the plan burst); a request from another connection waits until they finish.",
+          "properties": {
+            "limit": {
+              "maximum": 100,
+              "minimum": 1,
+              "type": "integer"
+            },
+            "nextRequestAt": {
+              "anyOf": [
+                {
+                  "$ref": "#/$defs/IntegrationTimestamp"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "remaining": {
+              "maximum": 100,
+              "minimum": 0,
+              "type": "integer"
+            }
+          },
+          "required": [
+            "limit",
+            "remaining",
+            "nextRequestAt"
+          ],
+          "type": "object"
+        },
+        "requests": {
+          "additionalProperties": false,
+          "description": "Steady request rate with bounded burst capacity; metadata and repeated summaries still count toward request protection.",
+          "properties": {
+            "burst": {
+              "minimum": 0,
+              "type": "integer"
+            },
+            "nextRequestAt": {
+              "anyOf": [
+                {
+                  "$ref": "#/$defs/IntegrationTimestamp"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "perMinute": {
+              "minimum": 0,
+              "type": "integer"
+            },
+            "remaining": {
+              "minimum": 0,
+              "type": "integer"
+            }
+          },
+          "required": [
+            "perMinute",
+            "burst",
+            "remaining",
+            "nextRequestAt"
+          ],
+          "type": "object"
+        },
+        "tier": {
+          "enum": [
+            "free",
+            "starter",
+            "core",
+            "pro",
+            "publisher"
+          ]
+        },
+        "windows": {
+          "items": {
+            "$ref": "#/$defs/IntegrationWindowUsage"
+          },
+          "maxItems": 3,
+          "minItems": 3,
+          "type": "array"
+        }
+      },
+      "required": [
+        "calculatedAt",
+        "tier",
+        "requests",
+        "concurrency",
+        "windows"
+      ],
+      "type": "object"
+    },
+    "IntegrationWindowUsage": {
+      "additionalProperties": false,
+      "description": "Rolling 24-hour, 7-day or 30-day allowance, not a midnight reset. Used can exceed the current limit after a downgrade; remaining is never negative.",
+      "properties": {
+        "limit": {
+          "minimum": 0,
+          "type": "integer"
+        },
+        "nextCapacityAt": {
+          "anyOf": [
+            {
+              "$ref": "#/$defs/IntegrationTimestamp"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "notice": {
+          "enum": [
+            "approaching_limit",
+            "limit_reached",
+            null
+          ]
+        },
+        "noticeId": {
+          "anyOf": [
+            {
+              "type": "string"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "period": {
+          "enum": [
+            "day",
+            "week",
+            "month"
+          ]
+        },
+        "remaining": {
+          "minimum": 0,
+          "type": "integer"
+        },
+        "used": {
+          "minimum": 0,
+          "type": "integer"
+        }
+      },
+      "required": [
+        "period",
+        "used",
+        "limit",
+        "remaining",
+        "nextCapacityAt",
+        "notice",
+        "noticeId"
+      ],
+      "type": "object"
+    }
+  },
+  "additionalProperties": false,
+  "description": "One market's selected forecasts. Each distinct selection is one disclosure against the allowance; repeating the same selection on unchanged data is not charged again.",
+  "properties": {
+    "data": {
+      "$ref": "#/$defs/IntegrationOutlookSelection"
+    },
+    "dataUse": {
+      "description": "Use restriction on every reply: data collection is prohibited; the data may not be collected, saved, stored, exported or compiled, or used to train, retrain, fine-tune or distil any model.",
+      "type": "string"
+    },
+    "fieldGuide": {
+      "$ref": "#/$defs/IntegrationOutlookFieldGuide"
+    },
+    "notices": {
+      "items": {
+        "$ref": "#/$defs/IntegrationNotice"
+      },
+      "maxItems": 3,
+      "type": "array"
+    },
+    "usage": {
+      "$ref": "#/$defs/IntegrationUsage"
+    }
+  },
+  "required": [
+    "data",
+    "fieldGuide",
+    "usage",
+    "notices",
+    "dataUse"
+  ],
+  "type": "object"
+}

First observedOct 3, 2026

TDQS

A3.8/5.0

Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, destructiveHint=false and openWorldHint=false, so the safety profile is covered. The description adds genuinely useful non-annotation behavior: hard limits of 6 durations and 72 forecasts per call, the single-market constraint, and that calls may be parallelized. It does not describe ordering or truncation behavior when the 72-forecast cap bites.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, front-loaded with the purpose and cardinality constraint before the filtering and limit details. No sentence is filler; the 'so data is not pulled in bulk' clause earns its place by pre-empting a bulk-query attempt.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, return values need no explanation, and all 10 parameters are schema-documented, so the core is complete. What is still missing is the relationship to adjacent tools (get_results, get_performance) and any note on result ordering or what happens at the 72-forecast ceiling.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so every parameter is already documented in the schema, which sets the baseline at 3. The description paraphrases the filter dimensions (duration exact-or-range, direction, confidence, target) but adds no syntax, default, or interaction detail beyond what the schema states.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific resource (current forecasts) and a specific scope (one market per call), which immediately separates it from list_markets or get_results. The 'one market per call by design' clause clarifies the cardinality an agent might otherwise guess wrong. It does not explicitly name a sibling tool, so it stops short of a 5.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives concrete guidance on how to shape a call ('choose durations (exact or a range) and optionally direction, confidence or target filters'), which is usable context. However it never says when to prefer this tool over get_results, get_performance, or list_markets, so the routing decision is left to inference.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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