MCP Server
AI Workstation Open Source Intelligence
io.github.zxhwolfe-dev/aiworkstation-open-source-intelligence
What this MCP does
Discovers, verifies, compares, and shortlists open-source AI projects and composes candidate AI technology stacks.
Capabilities
Tools
9
tools
browse_radar_projects
Browse rankings, collections, categories, scenarios, topics or filtered projects.
Read only
Open world
Idempotent
Input schema
{'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': ''}}}
Output schema
{'type': 'object', 'title': 'browse_radar_projectsDictOutput', 'additionalProperties': True}
browse_radar_skills
Browse/filter the Radar Skills library or open one Skill by ID.
Read only
Open world
Idempotent
Input schema
{'type': 'object', 'title': 'browse_radar_skillsArguments', 'properties': {'kind': {'type': 'string', 'title': 'Kind', 'default': ''}, 'sort': {'type': 'string', 'title': 'Sort', 'default': ''}, 'limit': {'type': 'integer', 'title': 'Limit', 'default': 20}, 'query': {'type': 'string', 'title': 'Query', 'default': ''}, 'locale': {'enum': ['zh', 'en'], 'type': 'string', 'title': 'Locale', 'default': 'en'}, 'offset': {'type': 'integer', 'title': 'Offset', 'default': 0}, 'license': {'type': 'string', 'title': 'License', 'default': ''}, 'category': {'type': 'string', 'title': 'Category', 'default': ''}, 'skill_id': {'type': 'string', 'title': 'Skill Id', 'default': ''}, 'request_id': {'type': 'string', 'title': 'Request Id', 'default': ''}, 'installable': {'type': 'boolean', 'title': 'Installable', 'default': False}}}
Output schema
{'type': 'object', 'title': 'browse_radar_skillsDictOutput', 'additionalProperties': True}
compare_ai_projects
Compare two to five projects in one explicit decision context.
Read only
Open world
Idempotent
Input schema
{'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': None}, 'criteria': {'anyOf': [{'type': 'array', 'items': {'type': 'string'}}, {'type': 'null'}], 'title': 'Criteria', 'default': None}, 'request_id': {'type': 'string', 'title': 'Request Id', 'default': ''}, 'project_ids': {'type': 'array', 'items': {'type': 'string'}, 'title': 'Project Ids'}}}
Output schema
{'type': 'object', 'title': 'compare_ai_projectsDictOutput', 'additionalProperties': True}
compose_ai_stack
Compose a candidate open-source AI stack and expose unknown compatibility.
Read only
Open world
Idempotent
Input schema
{'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': '#/$defs/ConstraintInput'}}, {'type': 'null'}], 'title': 'Constraints', 'default': None}, 'business_goal': {'type': 'string', 'title': 'Business Goal'}, 'existing_stack': {'anyOf': [{'type': 'array', 'items': {'type': 'string'}}, {'type': 'null'}], 'title': 'Existing Stack', 'default': None}}}
Output schema
{'type': 'object', 'title': 'compose_ai_stackDictOutput', 'additionalProperties': True}
find_alternatives
Find verified candidate alternatives while preserving constraints.
Read only
Open world
Idempotent
Input schema
{'type': 'object', '$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': None}}}
Output schema
{'type': 'object', 'title': 'find_alternativesDictOutput', 'additionalProperties': True}
get_license_evidence
Get observed license evidence; the result is not legal advice.
Read only
Open world
Idempotent
Input schema
{'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': ''}}}
Output schema
{'type': 'object', 'title': 'get_license_evidenceDictOutput', 'additionalProperties': True}
get_project_facts
Get current evidence-backed public facts for one project.
Read only
Open world
Idempotent
Input schema
{'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': ''}}}
Output schema
{'type': 'object', 'title': 'get_project_factsDictOutput', 'additionalProperties': True}
get_radar_overview
Discover current rankings, collections, categories, scenarios and filters.
Read only
Open world
Idempotent
Input schema
{'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': ''}}}
Output schema
{'type': 'object', 'title': 'get_radar_overviewDictOutput', 'additionalProperties': True}
search_ai_projects
Find and verify open-source AI projects from explicit requirements.
Read only
Open world
Idempotent
Input schema
{'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': None}}}
Output schema
{'type': 'object', 'title': 'search_ai_projectsDictOutput', 'additionalProperties': True}
History
Recent tool changes
Added
browse_radar_skills
Sept. 17, 2026, 12:53 p.m.
Added
browse_radar_projects
Sept. 17, 2026, 12:53 p.m.
Added
get_radar_overview
Sept. 17, 2026, 12:53 p.m.
Added
compose_ai_stack
Sept. 17, 2026, 12:53 p.m.
Added
find_alternatives
Sept. 17, 2026, 12:53 p.m.
Added
compare_ai_projects
Sept. 17, 2026, 12:53 p.m.
Added
get_license_evidence
Sept. 17, 2026, 12:53 p.m.
Added
get_project_facts
Sept. 17, 2026, 12:53 p.m.
Added
search_ai_projects
Sept. 17, 2026, 12:53 p.m.
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