AIXBT

Search crypto intel

list_intel

Read-only

Search recent crypto developments using text and filters.

Input Schema

TableJSON Schema

Name	Required	Description
`sort`	No	Order by first detection (default) or latest reinforcement
`limit`	No	Results per page (default and maximum: 50)
`names`	No	Comma-separated Project names
`cursor`	No	Cursor returned in meta.nextCursor from the previous page
`grades`	No
`search`	No	Any text to match across Project identity and Intel content; combines with all filters
`address`	No	Token contract address
`tickers`	No	Comma-separated tickers
`activity`	No	Activity rows to include: all (default), source observations only, or none
`xHandles`	No	Comma-separated X handles
`marketCap`	No	Only return Intel for Projects whose current market cap is in this band: low (under $80M), mid ($80M to $500M), or large ($500M and above). Projects without a current market cap are excluded
`assetTypes`	No	Comma-separated asset types; use get_vocabulary to list them
`categories`	No	Comma-separated Intel category names; use get_vocabulary and choose intelCategories[].name
`clusterIds`	No	Comma-separated cluster IDs
`projectIds`	No	Comma-separated Project IDs
`sentiments`	No	Comma-separated sentiments: positive, neutral, negative
`minClusters`	No	Minimum number of community clusters represented
`projectSlugs`	No	Comma-separated Project slugs
`detectedAfter`	No	Detected at or after this time (ISO 8601)
`detectedBefore`	No	Detected at or before this time (ISO 8601)
`projectRanking`	No	Only return Intel for Projects in the current trend ranking
`reinforcedAfter`	No	Reinforced at or after this time (ISO 8601)
`reinforcedBefore`	No	Reinforced at or before this time (ISO 8601)
`hasOfficialSource`	No	Set true to return only Intel with an official Project source

Output Schema

TableJSON Schema

Name	Required	Description	Default
`data`	Yes
`meta`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

Changed1 schema field changedSep 24, 2026

changedInput schema / properties / marketCap / description

Previous value: -"Only return Intel for Projects whose current market cap is in this band: low (under $80M), mid ($80M to $500M), or large ($500M and above). Projects without a known market cap are excluded"New value: +"Only return Intel for Projects whose current market cap is in this band: low (under $80M), mid ($80M to $500M), or large ($500M and above). Projects without a current market cap are excluded"

Changed1 schema field changedSep 23, 2026

changedInput schema / properties / marketCap / description

Previous value: -"Only return Intel for Projects whose current market cap is in this band: low (under $80M), mid ($80M to $1B), large ($1B and above). Projects without a known market cap are excluded"New value: +"Only return Intel for Projects whose current market cap is in this band: low (under $80M), mid ($80M to $500M), or large ($500M and above). Projects without a known market cap are excluded"

Changed1 schema field changedSep 23, 2026

addedInput schema / properties / marketCap

Added value: +{
+  "description": "Only return Intel for Projects whose current market cap is in this band: low (under $80M), mid ($80M to $1B), large ($1B and above). Projects without a known market cap are excluded",
+  "enum": [
+    "low",
+    "mid",
+    "large"
+  ],
+  "type": "string"
+}

Changed1 schema field changedAug 18, 2026
- removedInput schema / properties / grades / description
```
Removed value: -"Comma-separated grades: chipped, flawed, cut, polished, flawless"
```

Changed2 schema fields changedAug 17, 2026

changedInput schema / properties / projectRanking / description

Previous value: -"Only return Intel for Projects in the current trend or emergence ranking; emergence currently returns no rows while recalibrating"New value: +"Only return Intel for Projects in the current trend ranking"

changedInput schema / properties / projectRanking / enum

Previous value: -[
-  "trend",
-  "emergence"
-]New value: +[
+  "trend"
+]

Changed2 schema fields changedAug 14, 2026

changedInput schema / $schema

Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"

changedOutput schema / $schema

Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"

Changed1 schema field changedAug 12, 2026

changedInput schema / properties / projectRanking / description

Previous value: -"Only return Intel for Projects in the current trend or emergence ranking"New value: +"Only return Intel for Projects in the current trend or emergence ranking; emergence currently returns no rows while recalibrating"

Changed2 schema fields changedAug 12, 2026

changedInput schema / properties / projectRanking / description

Previous value: -"Only return Intel for Projects in the current trend ranking"New value: +"Only return Intel for Projects in the current trend or emergence ranking"

changedInput schema / properties / projectRanking / enum

Previous value: -[
-  "trend"
-]New value: +[
+  "trend",
+  "emergence"
+]

Changed2 schema fields changedAug 9, 2026

changedInput schema / properties / sort / description

Previous value: -"Order by latest content change (lastEvolvedAt, default), latest reinforcement, or first detection"New value: +"Order by first detection (default) or latest reinforcement"

changedInput schema / properties / sort / enum

Previous value: -[
-  "lastEvolvedAt",
-  "reinforcedAt",
-  "detectedAt"
-]New value: +[
+  "reinforcedAt",
+  "detectedAt"
+]

Changed5 schema fields changedAug 9, 2026

addedOutput schema / properties / data / items / properties / activity / items / additionalProperties
```
Added value: +false
```

removedOutput schema / properties / data / items / properties / activity / items / oneOf

Removed value: -[
-  {
-    "additionalProperties": false,
-    "properties": {
-      "action": {
-        "const": "follow",
-        "type": "string"
-      },
-      "clusters": {
-        "items": {
-          "additionalProperties": false,
-          "properties": {
-            "id": {
-              "type": "string"
-            },
-            "name": {
-              "type": "string"
-            }
-          },
-          "required": [
-            "id",
-            "name"
-          ],
-          "type": "object"
-        },
-        "type": "array"
-      },
-      "detectedAt": {
-        "type": "string"
-      },
-      "eventTime": {
-        "additionalProperties": false,
-        "properties": {
-          "reason": {
-            "const": "not_stated",
-            "type": "string"
-          },
-          "status": {
-            "const": "unknown",
-            "type": "string"
-          }
-        },
-        "required": [
-          "status",
-          "reason"
-        ],
-        "type": "object"
-      },
-      "headline": {
-        "type": "string"
-      },
-      "occurredAt": {
-        "type": "string"
-      }
-    },
-    "required": [
-      "detectedAt",
-      "occurredAt",
-      "action",
-      "eventTime"
-    ],
-    "type": "object"
-  },
-  {
-    "additionalProperties": false,
-    "properties": {
-      "action": {
-        "enum": [
-          "observation",
-          "official_statement",
-          "correction",
-          "merge"
-        ],
-        "type": "string"
-      },
-      "clusters": {
-        "items": {
-          "additionalProperties": false,
-          "properties": {
-            "id": {
-              "type": "string"
-            },
-            "name": {
-              "type": "string"
-            }
-          },
-          "required": [
-            "id",
-            "name"
-          ],
-          "type": "object"
-        },
-        "type": "array"
-      },
-      "detectedAt": {
-        "type": "string"
-      },
-      "eventTime": {
-        "oneOf": [
-          {
-            "additionalProperties": false,
-            "properties": {
-              "at": {
-                "type": "string"
-              },
-              "precision": {
-                "enum": [
-                  "instant",
-                  "day",
-                  "week",
-                  "month"
-                ],
-                "type": "string"
-              },
-              "relationToSource": {
-                "enum": [
-                  "current",
-                  "historical",
-                  "future"
-                ],
-                "type": "string"
-              },
-              "status": {
-                "const": "instant",
-                "type": "string"
-              }
-            },
-            "required": [
-              "status",
-              "at",
-              "precision",
-              "relationToSource"
-            ],
-            "type": "object"
-          },
-          {
-            "additionalProperties": false,
-            "properties": {
-              "endAt": {
-                "type": "string"
-              },
-              "precision": {
-                "enum": [
-                  "day",
-                  "week",
-                  "month"
-                ],
-                "type": "string"
-              },
-              "relationToSource": {
-                "enum": [
-                  "current",
-                  "historical",
-                  "future"
-                ],
-                "type": "string"
-              },
-              "startAt": {
-                "type": "string"
-              },
-              "status": {
-                "const": "interval",
-                "type": "string"
-              }
-            },
-            "required": [
-              "status",
-              "startAt",
-              "endAt",
-              "precision",
-              "relationToSource"
-            ],
-            "type": "object"
-          },
-          {
-            "additionalProperties": false,
-            "properties": {
-              "relationToSource": {
-                "enum": [
-                  "before_post",
-                  "after_post",
-                  "around_post"
-                ],
-                "type": "string"
-              },
-              "status": {
-                "const": "relative_unresolved",
-                "type": "string"
-              }
-            },
-            "required": [
-              "status",
-              "relationToSource"
-            ],
-            "type": "object"
-          },
-          {
-            "additionalProperties": false,
-            "properties": {
-              "reason": {
-                "enum": [
-                  "not_stated",
-                  "ambiguous",
-                  "ongoing"
-                ],
-                "type": "string"
-              },
-              "status": {
-                "const": "unknown",
-                "type": "string"
-              }
-            },
-            "required": [
-              "status",
-              "reason"
-            ],
-            "type": "object"
-          }
-        ]
-      },
-      "headline": {
-        "type": "string"
-      },
-      "occurredAt": {
-        "type": "string"
-      },
-      "sentiment": {
-        "additionalProperties": false,
-        "properties": {
-          "value": {
-            "enum": [
-              "positive",
-              "neutral",
-              "negative"
-            ],
-            "type": "string"
-          }
-        },
-        "required": [
-          "value"
-        ],
-        "type": "object"
-      },
-      "source": {
-        "additionalProperties": false,
-        "properties": {
-          "official": {
-            "type": "boolean"
-          },
-          "url": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "url",
-          "official"
-        ],
-        "type": "object"
-      }
-    },
-    "required": [
-      "detectedAt",
-      "occurredAt",
-      "action"
-    ],
-    "type": "object"
-  }
-]

addedOutput schema / properties / data / items / properties / activity / items / properties

Added value: +{
+  "action": {
+    "enum": [
+      "observation",
+      "official_statement",
+      "correction",
+      "merge"
+    ],
+    "type": "string"
+  },
+  "clusters": {
+    "items": {
+      "additionalProperties": false,
+      "properties": {
+        "id": {
+          "type": "string"
+        },
+        "name": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "id",
+        "name"
+      ],
+      "type": "object"
+    },
+    "type": "array"
+  },
+  "detectedAt": {
+    "type": "string"
+  },
+  "eventTime": {
+    "oneOf": [
+      {
+        "additionalProperties": false,
+        "properties": {
+          "at": {
+            "type": "string"
+          },
+          "precision": {
+            "enum": [
+              "instant",
+              "day",
+              "week",
+              "month"
+            ],
+            "type": "string"
+          },
+          "relationToSource": {
+            "enum": [
+              "current",
+              "historical",
+              "future"
+            ],
+            "type": "string"
+          },
+          "status": {
+            "const": "instant",
+            "type": "string"
+          }
+        },
+        "required": [
+          "status",
+          "at",
+          "precision",
+          "relationToSource"
+        ],
+        "type": "object"
+      },
+      {
+        "additionalProperties": false,
+        "properties": {
+          "endAt": {
+            "type": "string"
+          },
+          "precision": {
+            "enum": [
+              "day",
+              "week",
+              "month"
+            ],
+            "type": "string"
+          },
+          "relationToSource": {
+            "enum": [
+              "current",
+              "historical",
+              "future"
+            ],
+            "type": "string"
+          },
+          "startAt": {
+            "type": "string"
+          },
+          "status": {
+            "const": "interval",
+            "type": "string"
+          }
+        },
+        "required": [
+          "status",
+          "startAt",
+          "endAt",
+          "precision",
+          "relationToSource"
+        ],
+        "type": "object"
+      },
+      {
+        "additionalProperties": false,
+        "properties": {
+          "relationToSource": {
+            "enum": [
+              "before_post",
+              "after_post",
+              "around_post"
+            ],
+            "type": "string"
+          },
+          "status": {
+            "const": "relative_unresolved",
+            "type": "string"
+          }
+        },
+        "required": [
+          "status",
+          "relationToSource"
+        ],
+        "type": "object"
+      },
+      {
+        "additionalProperties": false,
+        "properties": {
+          "reason": {
+            "enum": [
+              "not_stated",
+              "ambiguous",
+              "ongoing"
+            ],
+            "type": "string"
+          },
+          "status": {
+            "const": "unknown",
+            "type": "string"
+          }
+        },
+        "required": [
+          "status",
+          "reason"
+        ],
+        "type": "object"
+      }
+    ]
+  },
+  "headline": {
+    "type": "string"
+  },
+  "occurredAt": {
+    "type": "string"
+  },
+  "sentiment": {
+    "additionalProperties": false,
+    "properties": {
+      "value": {
+        "enum": [
+          "positive",
+          "neutral",
+          "negative"
+        ],
+        "type": "string"
+      }
+    },
+    "required": [
+      "value"
+    ],
+    "type": "object"
+  },
+  "source": {
+    "additionalProperties": false,
+    "properties": {
+      "official": {
+        "type": "boolean"
+      },
+      "url": {
+        "type": "string"
+      }
+    },
+    "required": [
+      "url",
+      "official"
+    ],
+    "type": "object"
+  }
+}

addedOutput schema / properties / data / items / properties / activity / items / required
```
Added value: +[
+  "action",
+  "detectedAt",
+  "occurredAt"
+]
```
addedOutput schema / properties / data / items / properties / activity / items / type
```
Added value: +"object"
```

Changed21 schema fields changedAug 9, 2026

changedInput schema / properties / activity / description

Previous value: -"Evidence trail mode: all (default), observations, or none"New value: +"Activity rows to include: all (default), source observations only, or none"

changedInput schema / properties / assetTypes / description

Previous value: -"Comma-separated asset types (live reads only)"New value: +"Comma-separated asset types; use get_vocabulary to list them"

changedInput schema / properties / categories / description

Previous value: -"Comma-separated intel categories (discover via get_vocabulary)"New value: +"Comma-separated Intel category names; use get_vocabulary and choose intelCategories[].name"

changedInput schema / properties / clusterIds / description

Previous value: -"Comma-separated cluster ids"New value: +"Comma-separated cluster IDs"

changedInput schema / properties / cursor / description

Previous value: -"Opaque cursor from a previous page (meta.nextCursor)"New value: +"Cursor returned in meta.nextCursor from the previous page"

changedInput schema / properties / detectedAfter / description

Previous value: -"ISO 8601 lower bound"New value: +"Detected at or after this time (ISO 8601)"

changedInput schema / properties / detectedBefore / description

Previous value: -"ISO 8601 upper bound"New value: +"Detected at or before this time (ISO 8601)"

addedInput schema / properties / hasOfficialSource / description

Added value: +"Set true to return only Intel with an official Project source"

addedInput schema / properties / limit / description

Added value: +"Results per page (default and maximum: 50)"

addedInput schema / properties / minClusters / description

Added value: +"Minimum number of community clusters represented"

changedInput schema / properties / projectIds / description

Previous value: -"Comma-separated Project ids"New value: +"Comma-separated Project IDs"

changedInput schema / properties / projectRanking / description

Previous value: -"Restrict to currently ranked Projects"New value: +"Only return Intel for Projects in the current trend ranking"

changedInput schema / properties / reinforcedAfter / description

Previous value: -"ISO 8601 lower bound"New value: +"Reinforced at or after this time (ISO 8601)"

changedInput schema / properties / reinforcedBefore / description

Previous value: -"ISO 8601 upper bound"New value: +"Reinforced at or before this time (ISO 8601)"

changedInput schema / properties / search / description

Previous value: -"Free-text deep search; combines with every other filter"New value: +"Any text to match across Project identity and Intel content; combines with all filters"

removedInput schema / properties / search / maxLength
```
Removed value: -200
```
removedInput schema / properties / search / minLength
```
Removed value: -2
```

changedInput schema / properties / sort / description

Previous value: -"Sort field (default: lastEvolvedAt)"New value: +"Order by latest content change (lastEvolvedAt, default), latest reinforcement, or first detection"

addedOutput schema / properties / meta / properties / executedSearch

Added value: +{
+  "description": "Normalized terms attempted within a bounded search",
+  "type": "string"
+}

addedOutput schema / properties / meta / properties / searchCoverage

Added value: +{
+  "description": "Present when responsiveness bounds may omit matching results",
+  "enum": [
+    "bounded_candidates",
+    "bounded_recent",
+    "bounded_candidates_recent"
+  ],
+  "type": "string"
+}

addedOutput schema / properties / meta / properties / searchQuery

Added value: +{
+  "description": "Normalized query requested by the caller",
+  "type": "string"
+}

First observedAug 9, 2026

TDQS

B3.1/5.0

Behavior3/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so the safe-read nature is established. The description adds the 'recent' temporal scope, but does not disclose behavioral details such as pagination, default sorting, or how filters combine. Given the annotations, this is acceptable but not rich.

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

Conciseness4/5

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

The description is a single short sentence with no filler and places the verb and resource first. It is concise and readable, though slightly generic given the tool's 24-parameter complexity.

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

Completeness2/5

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

For a tool with 24 parameters and a rich filter surface, the description provides only minimal orientation. It does not mention pagination, the need for get_vocabulary for certain filter values, or how this broad search relates to sibling tools. The schema compensates partially, but the description itself is too thin for this complexity.

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 96%, so the input schema already documents nearly every parameter. The description's phrase 'using text and filters' only loosely references the search and filter parameters without adding meaning beyond the schema. This matches the baseline expectation for high schema coverage.

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?

The description uses a specific verb ('Search') and resource ('recent crypto developments'), with 'using text and filters' indicating how. It is clear that this is a search/list operation over intel, though it does not explicitly differentiate itself from siblings like get_intel or list_topics.

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

Usage Guidelines2/5

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

There is no guidance on when to use this tool versus alternatives such as get_intel for a single item or list_topics/list_projects for other entity types. Usage is only implied by the word 'Search'; no exclusions or alternative routing are provided.

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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