AI Workstation Open Source Intelligence

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io.github.zxhwolfe-dev/aiworkstation-open-source-intelligencev0.3.3

Read-only AI project discovery, verification, comparison, shortlisting, and stack planning.

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browse_radar_projects Read-only

Browse rankings, collections, categories, scenarios, topics or filtered projects.

rolestring

layerstring

limitinteger

querystring

topicstring

localestring

offsetinteger

licensestring

rankingstring

categorystring

scenariostring

use_casestring

collectionstring

deploymentstring

request_idstring

radar_topicstring

github_topicstring

resource_typestring

Tools (9)

browse_radar_projects

Browse rankings, collections, categories, scenarios, topics or filtered projects.

read-only

Argument	Type	Description
role	string
layer	string
limit	integer
query	string
topic	string
locale	string
offset	integer
license	string
ranking	string
category	string
scenario	string
use_case	string
collection	string
deployment	string
request_id	string
radar_topic	string
github_topic	string
resource_type	string

Input schema (JSON)

{
  "type": "object",
  "title": "browse_radar_projectsArguments",
  "properties": {
    "role": {
      "type": "string",
      "title": "Role",
      "default": ""
    },
    "layer": {
      "type": "string",
      "title": "Layer",
      "default": ""
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 20
    },
    "query": {
      "type": "string",
      "title": "Query",
      "default": ""
    },
    "topic": {
      "type": "string",
      "title": "Topic",
      "default": ""
    },
    "locale": {
      "enum": [
        "zh",
        "en"
      ],
      "type": "string",
      "title": "Locale",
      "default": "en"
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0
    },
    "license": {
      "type": "string",
      "title": "License",
      "default": ""
    },
    "ranking": {
      "type": "string",
      "title": "Ranking",
      "default": ""
    },
    "category": {
      "type": "string",
      "title": "Category",
      "default": ""
    },
    "scenario": {
      "type": "string",
      "title": "Scenario",
      "default": ""
    },
    "use_case": {
      "type": "string",
      "title": "Use Case",
      "default": ""
    },
    "collection": {
      "type": "string",
      "title": "Collection",
      "default": ""
    },
    "deployment": {
      "type": "string",
      "title": "Deployment",
      "default": ""
    },
    "request_id": {
      "type": "string",
      "title": "Request Id",
      "default": ""
    },
    "radar_topic": {
      "type": "string",
      "title": "Radar Topic",
      "default": ""
    },
    "github_topic": {
      "type": "string",
      "title": "Github Topic",
      "default": ""
    },
    "resource_type": {
      "type": "string",
      "title": "Resource Type",
      "default": ""
    }
  }
}

browse_radar_skills

Browse/filter the Radar Skills library or open one Skill by ID.

read-only

Argument	Type	Description
kind	string
sort	string
limit	integer
query	string
locale	string
offset	integer
license	string
category	string
skill_id	string
request_id	string
installable	boolean

Input schema (JSON)

compare_ai_projects

Compare two to five projects in one explicit decision context.

read-only

Argument	Type	Description
locale	string
context	any
criteria	any
request_id	string
project_ids*	array

Input schema (JSON)

{
  "type": "object",
  "title": "compare_ai_projectsArguments",
  "required": [
    "project_ids"
  ],
  "properties": {
    "locale": {
      "enum": [
        "zh",
        "en"
      ],
      "type": "string",
      "title": "Locale",
      "default": "en"
    },
    "context": {
      "anyOf": [
        {
          "type": "object",
          "additionalProperties": true
        },
        {
          "type": "null"
        }
      ],
      "title": "Context",
      "default": null
    },
    "criteria": {
      "anyOf": [
        {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        {
          "type": "null"
        }
      ],
      "title": "Criteria",
      "default": null
    },
    "request_id": {
      "type": "string",
      "title": "Request Id",
      "default": ""
    },
    "project_ids": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "title": "Project Ids"
    }
  }
}

compose_ai_stack

Compose a candidate open-source AI stack and expose unknown compatibility.

read-only

Argument	Type	Description
locale	string
request_id	string
constraints	any
business_goal*	string
existing_stack	any

Input schema (JSON)

{
  "type": "object",
  "$defs": {
    "ConstraintInput": {
      "type": "object",
      "title": "ConstraintInput",
      "required": [
        "id",
        "value",
        "polarity"
      ],
      "properties": {
        "id": {
          "type": "string",
          "title": "Id",
          "maxLength": 128,
          "minLength": 1,
          "description": "Use one canonical requirement ID; do not send aliases or semantically duplicate constraints."
        },
        "value": {
          "title": "Value",
          "description": "Use boolean true for canonical feature IDs. Required deployment values are docker, self-hosted, self_hosted, local, on-prem, or on_prem."
        },
        "polarity": {
          "enum": [
            "required",
            "preferred",
            "excluded"
          ],
          "type": "string",
          "title": "Polarity"
        }
      },
      "description": "MCP-visible typed constraint shared by selection tools.\n\nRuntime validation remains in :mod:`aiworkstation_osi.tools`, but defining\nthe shape here makes the actual ``tools/list`` schema useful to host models\ninstead of advertising an unconstrained object.",
      "additionalProperties": false
    }
  },
  "title": "compose_ai_stackArguments",
  "required": [
    "business_goal"
  ],
  "properties": {
    "locale": {
      "enum": [
        "zh",
        "en"
      ],
      "type": "string",
      "title": "Locale",
      "default": "en"
    },
    "request_id": {
      "type": "string",
      "title": "Request Id",
      "default": ""
    },
    "constraints": {
      "anyOf": [
        {
          "type": "array",
          "items": {
            "$ref": "#/$defs/ConstraintInput"
          }
        },
        {
          "type": "null"
        }
      ],
      "title": "Constraints",
      "default": null
    },
    "business_goal": {
      "type": "string",
      "title": "Business Goal"
    },
    "existing_stack": {
      "anyOf": [
        {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        {
          "type": "null"
        }
      ],
      "title": "Existing Stack",
      "default": null
    }
  }
}

find_alternatives

Find verified candidate alternatives while preserving constraints.

read-only

Argument	Type	Description
locale	string
project_id*	string
request_id	string
constraints	any

Input schema (JSON)

{
  "type": "object",
  "$defs": {
    "ConstraintInput": {
      "type": "object",
      "title": "ConstraintInput",
      "required": [
        "id",
        "value",
        "polarity"
      ],
      "properties": {
        "id": {
          "type": "string",
          "title": "Id",
          "maxLength": 128,
          "minLength": 1,
          "description": "Use one canonical requirement ID; do not send aliases or semantically duplicate constraints."
        },
        "value": {
          "title": "Value",
          "description": "Use boolean true for canonical feature IDs. Required deployment values are docker, self-hosted, self_hosted, local, on-prem, or on_prem."
        },
        "polarity": {
          "enum": [
            "required",
            "preferred",
            "excluded"
          ],
          "type": "string",
          "title": "Polarity"
        }
      },
      "description": "MCP-visible typed constraint shared by selection tools.\n\nRuntime validation remains in :mod:`aiworkstation_osi.tools`, but defining\nthe shape here makes the actual ``tools/list`` schema useful to host models\ninstead of advertising an unconstrained object.",
      "additionalProperties": false
    }
  },
  "title": "find_alternativesArguments",
  "required": [
    "project_id"
  ],
  "properties": {
    "locale": {
      "enum": [
        "zh",
        "en"
      ],
      "type": "string",
      "title": "Locale",
      "default": "en"
    },
    "project_id": {
      "type": "string",
      "title": "Project Id"
    },
    "request_id": {
      "type": "string",
      "title": "Request Id",
      "default": ""
    },
    "constraints": {
      "anyOf": [
        {
          "type": "array",
          "items": {
            "$ref": "#/$defs/ConstraintInput"
          }
        },
        {
          "type": "null"
        }
      ],
      "title": "Constraints",
      "default": null
    }
  }
}

get_license_evidence

Get observed license evidence; the result is not legal advice.

read-only

Argument	Type	Description
locale	string
project_id*	string
request_id	string

Input schema (JSON)

{
  "type": "object",
  "title": "get_license_evidenceArguments",
  "required": [
    "project_id"
  ],
  "properties": {
    "locale": {
      "enum": [
        "zh",
        "en"
      ],
      "type": "string",
      "title": "Locale",
      "default": "en"
    },
    "project_id": {
      "type": "string",
      "title": "Project Id"
    },
    "request_id": {
      "type": "string",
      "title": "Request Id",
      "default": ""
    }
  }
}

get_project_facts

Get current evidence-backed public facts for one project.

read-only

Argument	Type	Description
locale	string
project_id*	string
request_id	string

Input schema (JSON)

{
  "type": "object",
  "title": "get_project_factsArguments",
  "required": [
    "project_id"
  ],
  "properties": {
    "locale": {
      "enum": [
        "zh",
        "en"
      ],
      "type": "string",
      "title": "Locale",
      "default": "en"
    },
    "project_id": {
      "type": "string",
      "title": "Project Id"
    },
    "request_id": {
      "type": "string",
      "title": "Request Id",
      "default": ""
    }
  }
}

get_radar_overview

Discover current rankings, collections, categories, scenarios and filters.

read-only

Argument	Type	Description
locale	string
request_id	string

Input schema (JSON)

{
  "type": "object",
  "title": "get_radar_overviewArguments",
  "properties": {
    "locale": {
      "enum": [
        "zh",
        "en"
      ],
      "type": "string",
      "title": "Locale",
      "default": "en"
    },
    "request_id": {
      "type": "string",
      "title": "Request Id",
      "default": ""
    }
  }
}

search_ai_projects

Find and verify open-source AI projects from explicit requirements.

read-only

Argument	Type	Description
query*	string
locale	string
request_id	string
constraints	any

Input schema (JSON)

{
  "type": "object",
  "$defs": {
    "ConstraintInput": {
      "type": "object",
      "title": "ConstraintInput",
      "required": [
        "id",
        "value",
        "polarity"
      ],
      "properties": {
        "id": {
          "type": "string",
          "title": "Id",
          "maxLength": 128,
          "minLength": 1,
          "description": "Use one canonical requirement ID; do not send aliases or semantically duplicate constraints."
        },
        "value": {
          "title": "Value",
          "description": "Use boolean true for canonical feature IDs. Required deployment values are docker, self-hosted, self_hosted, local, on-prem, or on_prem."
        },
        "polarity": {
          "enum": [
            "required",
            "preferred",
            "excluded"
          ],
          "type": "string",
          "title": "Polarity"
        }
      },
      "description": "MCP-visible typed constraint shared by selection tools.\n\nRuntime validation remains in :mod:`aiworkstation_osi.tools`, but defining\nthe shape here makes the actual ``tools/list`` schema useful to host models\ninstead of advertising an unconstrained object.",
      "additionalProperties": false
    }
  },
  "title": "search_ai_projectsArguments",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "title": "Query"
    },
    "locale": {
      "enum": [
        "zh",
        "en"
      ],
      "type": "string",
      "title": "Locale",
      "default": "en"
    },
    "request_id": {
      "type": "string",
      "title": "Request Id",
      "default": ""
    },
    "constraints": {
      "anyOf": [
        {
          "type": "array",
          "items": {
            "$ref": "#/$defs/ConstraintInput"
          }
        },
        {
          "type": "null"
        }
      ],
      "title": "Constraints",
      "default": null
    }
  }
}