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Verified open AI artifact search, trust evidence, downloads, and agent workflows from Hugging Bay.

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Status
Unhealthy
Last Tested
Transport
Streamable HTTP
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Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. 92 tool updates
    • Removedcheck_agent_action
    • Removedcheck_artifact_safety
    • Removedcheck_revocation
    • Removedcheck_typosquat
    • Removedcompare_artifacts
    • Removeddelegate_a2a_task
    • Removeddiagnose_run_failure
    • Removeddiff_manifests
    • Removedfind_and_verify_model_for_task
    • Removedfind_ungated_alternatives
    • Removedget_agent_discovery
    • Removedget_agent_recommendation_kit
    • Removedget_agent_tasks
    • Removedget_ai_bot_allowlist
    • Removedget_ai_mention_monitor
    • Removedget_ai_mention_results
    • Removedget_ai_search_guidance
    • Removedget_answer_pack
    • Removedget_artifact_bundle
    • Removedget_artifact_distribution
    • Removedget_artifact_insights
    • Removedget_artifact_metadata
    • Removedget_artifact_passport
    • Removedget_artifact_reviews
    • Removedget_bay_lock
    • Removedget_bundle_state
    • Removedget_bundles_summary
    • Removedget_card_doctor
    • Removedget_catalog_coverage
    • Removedget_change_timeline
    • Removedget_chat_contract
    • Removedget_community_blueprints
    • Removedget_community_signals
    • Removedget_download_plan
    • Removedget_eval_suites
    • Removedget_evidence_rollups
    • Removedget_health
    • Removedget_impact_graph
    • Removedget_incidents
    • Removedget_indexing_status
    • Removedget_integration_snippets
    • Removedget_leaderboard
    • Removedget_license_risk
    • Removedget_local_kit
    • Removedget_manifest_signing_key
    • Removedget_mirror_pack
    • Removedget_mirror_readiness
    • Removedget_mirror_scale_plan
    • Removedget_model_benchmarks
    • Removedget_model_bom
    • Removedget_model_family
    • Removedget_model_report
    • Removedget_model_sbom
    • Removedget_open_source_radar
    • Removedget_peer_fallbacks
    • Removedget_publisher_profile
    • Removedget_publisher_release_template
    • Removedget_quantizations
    • Removedget_recommendations
    • Removedget_release_bundle
    • Removedget_release_preflight
    • Removedget_release_readiness
    • Removedget_review_queue
    • Removedget_runtime_compat
    • Removedget_security_advisories
    • Removedget_stack
    • Removedget_stack_blueprint
    • Removedget_topic
    • Removedget_traffic
    • Removedget_trending
    • Removedget_trust_bundle
    • Removedget_verification_missions
    • Removedinspect_model_binary
    • Removedlist_answer_packs
    • Removedlist_downloadable_files
    • Removedlist_indexing_urls
    • Removedlist_mirror_demand
    • Removedlist_mirror_packs
    • Removedlist_mirrors
    • Removedlist_publishers
    • Removedlist_revocations
    • Removedlist_stacks
    • Removedlist_topics
    • Removedplan_local_deployment
    • Removedplan_open_migration
    • Removedpreview_file
    • Removedrecommend_artifacts
    • Removedrecommend_safe_model
    • Removedrecommend_with_citation
    • Removedresolve_hb_uri
    • Removedscan_artifact_threats
    • Removedwill_it_fit
  2. 100 tool updates
    • First observedcheck_agent_action
    • First observedcheck_artifact_safety
    • First observedcheck_revocation
    • First observedcheck_typosquat
    • First observedcompare_artifacts
    • First observeddelegate_a2a_task
    • First observeddiagnose_run_failure
    • First observeddiff_manifests
    • First observedfind_and_verify_model_for_task
    • First observedfind_ungated_alternatives
    • First observedget_agent_discovery
    • First observedget_agent_recommendation_kit
    • First observedget_agent_tasks
    • First observedget_ai_bot_allowlist
    • First observedget_ai_mention_monitor
    • First observedget_ai_mention_results
    • First observedget_ai_search_guidance
    • First observedget_answer_pack
    • First observedget_artifact
    • First observedget_artifact_bundle
    • First observedget_artifact_card
    • First observedget_artifact_distribution
    • First observedget_artifact_insights
    • First observedget_artifact_metadata
    • First observedget_artifact_passport
    • First observedget_artifact_reviews
    • First observedget_bay_lock
    • First observedget_bundle_state
    • First observedget_bundles_summary
    • First observedget_card_doctor
    • First observedget_catalog_coverage
    • First observedget_change_timeline
    • First observedget_chat_contract
    • First observedget_citation_pack
    • First observedget_community_blueprints
    • First observedget_community_signals
    • First observedget_download_plan
    • First observedget_eval_suites
    • First observedget_evidence_rollups
    • First observedget_health
    • First observedget_impact_graph
    • First observedget_incidents
    • First observedget_indexing_status
    • First observedget_integration_snippets
    • First observedget_leaderboard
    • First observedget_license_risk
    • First observedget_local_kit
    • First observedget_manifest_signing_key
    • First observedget_mirror_pack
    • First observedget_mirror_readiness
    • First observedget_mirror_scale_plan
    • First observedget_model_benchmarks
    • First observedget_model_bom
    • First observedget_model_family
    • First observedget_model_report
    • First observedget_model_sbom
    • First observedget_open_source_radar
    • First observedget_peer_fallbacks
    • First observedget_publisher_profile
    • First observedget_publisher_release_template
    • First observedget_quantizations
    • First observedget_ranking
    • First observedget_recommendations
    • First observedget_release_bundle
    • First observedget_release_preflight
    • First observedget_release_readiness
    • First observedget_review_queue
    • First observedget_runtime_compat
    • First observedget_security_advisories
    • First observedget_source_coverage
    • First observedget_stack
    • First observedget_stack_blueprint
    • First observedget_topic
    • First observedget_traffic
    • First observedget_trending
    • First observedget_trust_bundle
    • First observedget_verification_missions
    • First observedinspect_model_binary
    • First observedlist_answer_packs
    • First observedlist_downloadable_files
    • First observedlist_files
    • First observedlist_indexing_urls
    • First observedlist_mirror_demand
    • First observedlist_mirror_packs
    • First observedlist_mirrors
    • First observedlist_publishers
    • First observedlist_revocations
    • First observedlist_stacks
    • First observedlist_topics
    • First observedplan_local_deployment
    • First observedplan_open_migration
    • First observedpreview_file
    • First observedrecommend_artifacts
    • First observedrecommend_safe_model
    • First observedrecommend_with_citation
    • First observedresolve_artifact
    • First observedresolve_hb_uri
    • First observedscan_artifact_threats
    • First observedsearch_artifacts
    • First observedwill_it_fit

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TDQS

B3.1/5.0
Disambiguation5/5

Each tool has a clearly distinct purpose, targeting different aspects like artifact retrieval, card display, citation packs, rankings, source coverage, file listing, resolution, and search. No overlapping functionalities.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern (e.g., get_artifact, list_files, search_artifacts), with no mixing of conventions.

Tool Count5/5

With 8 tools, the set is well-scoped for an artifact hub, covering retrieval, search, and resolution without being too sparse or overwhelming.

Completeness3/5

The tool surface lacks write operations such as create, update, or delete artifacts, which are typical for a repository hub. This leaves notable gaps for agents needing to manage artifacts.

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