{"schemaVersion":"hugging-bay.remote-mcp.v1","generatedAt":"2026-08-22T02:45:53.093Z","name":"hugging-bay-remote-mcp","version":"0.1.2","endpoint":"https://huggingbay.xyz/api/mcp","alias":"https://huggingbay.xyz/mcp","discoveryAliases":["https://huggingbay.xyz/.well-known/mcp","https://huggingbay.xyz/api/mcp/.well-known/mcp","https://huggingbay.xyz/.well-known/glama.json"],"protocol":"JSON-RPC 2.0 over HTTP POST","supportedProtocolVersions":["2025-06-18"],"profile":"discovery","profiles":{"discovery":{"auth":"public","toolCount":13,"explicitOptIn":false},"verify":{"auth":"public","toolCount":20,"explicitOptIn":true},"publisher":{"auth":"publisher-or-admin","toolCount":8,"explicitOptIn":true},"intent":{"auth":"reader-or-higher","toolCount":4,"explicitOptIn":true},"full":{"auth":"admin","toolCount":122,"explicitOptIn":true}},"auth":{"required":false,"authenticated":false,"role":"visitor","requirement":"public","note":"An Authorization header is not authentication; the bearer credential must resolve to a principal authorized for the selected profile."},"methods":["initialize","ping","tools/list","tools/call","resources/list","resources/templates/list","resources/read"],"toolNames":["get_agent_discovery","search_artifacts","resolve_artifact","get_artifact","list_files","get_artifact_card","deployment_plan","find_runnable","get_source_coverage","get_ranking","get_citation_pack","list_topics","get_source_request_status"],"tools":[{"name":"get_agent_discovery","description":"Return the single-call agent discovery contract for answer engines, OpenClaw/Hermes-style agents, MCP clients, OpenAPI users, crawlers, citation targets, and bounded API entrypoints.","inputSchema":{"type":"object","properties":{},"additionalProperties":false}},{"name":"search_artifacts","description":"Search bounded public catalog rows with summary=1, filters, limit, cursor, and optional semantic reranking.","inputSchema":{"type":"object","properties":{"q":{"type":"string"},"limit":{"type":"number","minimum":1,"maximum":200},"cursor":{"type":"string"},"sort":{"type":"string","enum":["best","ready","mirrorable","trust","updated","downloads","stars","demand","mirrors","name","size","license"]},"type":{"type":"string"},"license":{"type":"string"},"task":{"type":"string"},"framework":{"type":"string"},"format":{"type":"string"},"hosting":{"type":"string"},"reviewStatus":{"type":"string","enum":["first-review","needs-evidence","reviewed","benchmark"]},"source":{"type":"string"},"commercial":{"type":"string","enum":["1","true"]},"semantic":{"type":"string","enum":["1","true"]},"explain":{"type":"string","enum":["1","true"]}},"additionalProperties":false}},{"name":"resolve_artifact","description":"Resolve an upstream repo URL, owner/name, or artifact id to a Hugging Bay artifact plus hosted/download/mirror actions.","inputSchema":{"type":"object","properties":{"repo":{"type":"string"},"url":{"type":"string"},"q":{"type":"string"},"source":{"type":"string","enum":["huggingface","modelscope","github","zenodo","arxiv","openml","dataverse","datacite","paperswithcode","opendatalab","opencompass"]}},"additionalProperties":false}},{"name":"get_artifact","description":"Fetch one full artifact JSON document by id.","inputSchema":{"type":"object","required":["id"],"properties":{"id":{"type":"string"}},"additionalProperties":false}},{"name":"list_files","description":"List one artifact's files with bounded pagination.","inputSchema":{"type":"object","required":["id"],"properties":{"id":{"type":"string"},"limit":{"type":"number","minimum":1,"maximum":500},"cursor":{"type":"string"},"tool":{"type":"string","enum":["ollama","lm-studio","comfyui","transformers","llama.cpp"]}},"additionalProperties":false}},{"name":"get_artifact_card","description":"Fetch repo-grade artifact card JSON or Markdown.","inputSchema":{"type":"object","required":["id"],"properties":{"id":{"type":"string"},"markdown":{"type":"boolean"}},"additionalProperties":false}},{"name":"deployment_plan","description":"Get a ready-to-run deployment plan for a model's HOSTED, individually hash-checked files: canonical identity, per-file { path, sha256, sizeBytes, downloadUrl }, a `shasum -a 256 -c` verify block, and per-runtime-family REAL runnable command recipes (pull/download -> verify -> run/serve) for ollama, llama.cpp, vLLM, transformers, and MLX, referencing the exact hosted files and their SHA-256 digests. Emitted only for genuinely hosted, hashed files; honest available:false with no commands when a model has no reviewed hosted files yet. Wraps GET /api/agents/deployment-plan?artifact=. Arg: artifact (id or resolvable reference).","inputSchema":{"type":"object","required":["artifact"],"properties":{"artifact":{"type":"string"}},"additionalProperties":false}},{"name":"find_runnable","description":"Canonical artifact completeness, verification, execution readiness, and download readiness are unavailable during containment.","inputSchema":{"type":"object","required":["task"],"properties":{"task":{"type":"string"},"commercial":{"type":"boolean"},"gpu":{"type":"string"},"ctx":{"type":"integer"}},"additionalProperties":false}},{"name":"get_source_coverage","description":"Return one provider's coverage, policy, rollups, and top imported records.","inputSchema":{"type":"object","properties":{"id":{"type":"string"},"source":{"type":"string"}},"additionalProperties":false}},{"name":"get_ranking","description":"Fetch one ranking as JSON so agents do not scrape ranking HTML.","inputSchema":{"type":"object","required":["slug"],"properties":{"slug":{"type":"string"}},"additionalProperties":false}},{"name":"get_citation_pack","description":"Return a compact citation pack for answer engines: safe claims, avoid claims, citation order, proof URLs, and bounded extraction rows.","inputSchema":{"type":"object","properties":{"q":{"type":"string"},"query":{"type":"string"},"slug":{"type":"string"}},"additionalProperties":false}},{"name":"list_topics","description":"List generated catalog topics with optional bounded cursor pagination.","inputSchema":{"type":"object","properties":{"limit":{"type":"integer","minimum":1,"maximum":100},"cursor":{"type":"string","pattern":"^[0-9]+$"}},"additionalProperties":false}},{"name":"get_source_request_status","description":"Fetch sanitized public status for one source indexing request.","inputSchema":{"type":"object","required":["caseId"],"properties":{"caseId":{"type":"string"},"id":{"type":"string","description":"Deprecated alias for caseId."}},"additionalProperties":false}}],"examples":{"listTools":{"jsonrpc":"2.0","id":1,"method":"tools/list","params":{}},"search":{"jsonrpc":"2.0","id":2,"method":"tools/call","params":{"name":"search_artifacts","arguments":{"q":"small embedding model","limit":5,"semantic":"1","explain":"1"}}},"inspect":{"jsonrpc":"2.0","id":3,"method":"tools/call","params":{"name":"get_artifact","arguments":{"id":"{artifact_id}"}}}},"discovery":{"robots":"https://huggingbay.xyz/robots.txt","sitemap":"https://huggingbay.xyz/sitemap.xml","llms":"https://huggingbay.xyz/llms.txt","llmsFull":"https://huggingbay.xyz/llms-full.txt","openapi":"https://huggingbay.xyz/openapi.json","agentCard":"https://huggingbay.xyz/.well-known/agent-card.json","agentDiscovery":"https://huggingbay.xyz/.well-known/agent-discovery.json","mcpManifest":"https://huggingbay.xyz/.well-known/mcp.json","mcpEndpoint":"https://huggingbay.xyz/api/mcp","x402":"https://huggingbay.xyz/.well-known/x402","oauthProtectedResource":"https://huggingbay.xyz/.well-known/oauth-protected-resource/api/mcp","oauthAuthorizationServer":"https://huggingbay.xyz/.well-known/oauth-authorization-server","security":"https://huggingbay.xyz/.well-known/security.txt","trafficAdvice":"https://huggingbay.xyz/.well-known/traffic-advice","assetLinks":"https://huggingbay.xyz/.well-known/assetlinks.json","indexNow":"https://huggingbay.xyz/.well-known/indexnow.json","mcpServerCard":"https://huggingbay.xyz/.well-known/mcp/server-card.json","llmsTxt":"https://huggingbay.xyz/llms.txt","aiSearch":"https://huggingbay.xyz/api/ai-search","aiCitations":"https://huggingbay.xyz/api/citations","crawlerPolicy":"https://huggingbay.xyz/.well-known/ai-crawler-policy.json","botAllowlist":"https://huggingbay.xyz/.well-known/ai-bot-allowlist.json","indexingBatch":"https://huggingbay.xyz/api/indexing/urls?kind=agent-doc&limit=100","stableApiV1":"https://huggingbay.xyz/api/v1"},"containment":{"state":"unavailable","canonicalState":"unknown","verificationState":"unknown","executable":false,"downloadReady":false,"summary":"Canonical artifact completeness, verification, execution readiness, and download readiness are unavailable during containment."}}