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The server exposes search endpoints that query Nick Trombley's digital commonplace book, returning matched entries with metadata (source, topic tags, snippet context). Search queries are processed server-side against an indexed collection spanning design, software, art, architecture, craft, writing, and literature domains.","intents":["Find design inspiration or reference material on a specific topic without leaving my AI assistant","Retrieve curated bookmarks and snippets related to software architecture patterns","Search for writing or literature recommendations from a trusted curator's collection","Integrate a high-quality knowledge source into my LLM agent's context window"],"best_for":["AI application developers building agents that need access to curated reference material","Teams using Claude or other MCP-compatible LLMs who want to augment reasoning with domain-specific knowledge","Researchers and writers seeking serendipitous discovery across interconnected topics"],"limitations":["Search scope limited to barnsworthburning.net's collection — no ability to index external sources","No real-time indexing — collection updates depend on curator's publishing cadence","Search relevance depends on how well snippets are tagged and categorized by the curator","No full-text filtering or advanced query syntax (e.g., boolean operators, field-specific search)"],"requires":["MCP client implementation (Claude Desktop, custom MCP runner, or compatible LLM platform)","Network access to barnsworthburning.net API endpoints","Model Context Protocol v1.0 or compatible"],"input_types":["text query string"],"output_types":["structured JSON with matched entries, metadata, and snippet excerpts"],"categories":["search-retrieval","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_aias-barnsworthburning-mcp__cap_1","uri":"capability://tool.use.integration.mcp.protocol.resource.exposure","name":"mcp-protocol-resource-exposure","description":"Implements the Model Context Protocol specification to expose barnsworthburning.net's bookmark and snippet collection as queryable resources that MCP-compatible clients can discover and invoke. The server implements MCP's resource and tool interfaces, allowing clients to list available search capabilities and execute queries through standardized request/response patterns. This abstraction decouples the knowledge source from any specific LLM platform or application framework.","intents":["Integrate barnsworthburning.net into my Claude Desktop or custom MCP runner without custom API code","Expose the commonplace book as a discoverable resource that any MCP client can query","Build a multi-source agent that combines this curated knowledge with other MCP servers"],"best_for":["Developers building MCP-based agent architectures with multiple knowledge sources","Teams standardizing on MCP as their LLM integration protocol","Claude Desktop users wanting to extend Claude's knowledge with curated references"],"limitations":["Requires MCP client support — not compatible with REST-only or GraphQL-based integrations","MCP protocol overhead adds latency compared to direct HTTP API calls","Server discovery and capability negotiation requires MCP-aware tooling"],"requires":["MCP-compatible client (Claude Desktop, Cline, or custom MCP runner)","Model Context Protocol v1.0 or later","Network connectivity to MCP server endpoint"],"input_types":["MCP resource requests","MCP tool invocations"],"output_types":["MCP resource responses","MCP tool results (JSON)"],"categories":["tool-use-integration","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_aias-barnsworthburning-mcp__cap_2","uri":"capability://search.retrieval.topic.and.domain.filtered.search","name":"topic-and-domain-filtered-search","description":"Supports filtering search results by topic categories and knowledge domains (design, software, art, architecture, craft, writing, literature, etc.) that are pre-assigned to bookmarks and snippets in the commonplace book. The server likely indexes entries with topic tags or domain metadata, allowing clients to constrain searches to specific areas of interest. This enables more focused retrieval when the user has a particular domain in mind.","intents":["Search only for software-related bookmarks and snippets, excluding design or art references","Find writing and literature recommendations without getting architecture or craft results","Narrow search results to a specific domain to reduce noise and improve relevance"],"best_for":["Developers building domain-specific agents that need focused knowledge retrieval","Users with deep expertise in one domain who want to avoid cross-domain noise"],"limitations":["Filtering is constrained to pre-defined topic categories — no custom tagging or faceted search","Topic assignments are curator-defined and may not align with all user mental models","No hierarchical or multi-level topic filtering (e.g., 'software > architecture > design patterns')"],"requires":["MCP client with support for parameterized tool invocations","Knowledge of available topic categories in the commonplace book"],"input_types":["text query string","topic/domain filter parameter"],"output_types":["filtered JSON results with entries matching both query and domain constraints"],"categories":["search-retrieval","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_aias-barnsworthburning-mcp__cap_3","uri":"capability://memory.knowledge.snippet.and.bookmark.context.retrieval","name":"snippet-and-bookmark-context-retrieval","description":"Returns not just matching entries but also surrounding context — including source attribution, snippet excerpts, and potentially related bookmarks or cross-references. The server preserves the curator's annotations and metadata for each entry, allowing clients to understand the source, relevance, and relationship of retrieved items. This enables richer integration into LLM reasoning by providing both the content and its provenance.","intents":["Get full context about a bookmark including its source URL and curator's notes","Retrieve snippet excerpts with enough context to understand the original source material","Access metadata about related or cross-referenced entries in the commonplace book"],"best_for":["LLM agents that need to cite sources and provide attribution","Researchers who want to trace ideas back to original sources","Applications building knowledge graphs from curated content"],"limitations":["Context depth depends on how thoroughly the curator has annotated each entry","No automatic extraction of related entries — relationships must be pre-defined by curator","Snippet length and excerpt quality vary based on curator's curation practices"],"requires":["MCP client capable of handling structured metadata in responses"],"input_types":["search query"],"output_types":["structured JSON with entries, metadata (source, date, tags), snippet text, and attribution"],"categories":["memory-knowledge","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":27,"verified":false,"data_access_risk":"moderate","permissions":["MCP client implementation (Claude Desktop, custom MCP runner, or compatible LLM platform)","Network access to barnsworthburning.net API endpoints","Model Context Protocol v1.0 or compatible","MCP-compatible client (Claude Desktop, Cline, or custom MCP runner)","Model Context Protocol v1.0 or later","Network connectivity to MCP server endpoint","MCP client with support for parameterized tool invocations","Knowledge of available topic categories in the commonplace book","MCP client capable of handling structured metadata in responses"],"failure_modes":["Search scope limited to barnsworthburning.net's collection — no ability to index external sources","No real-time indexing — collection updates depend on curator's publishing cadence","Search relevance depends on how well snippets are tagged and categorized by the curator","No full-text filtering or advanced query syntax (e.g., boolean operators, field-specific search)","Requires MCP client support — not compatible with REST-only or GraphQL-based integrations","MCP protocol overhead adds latency compared to direct HTTP API calls","Server discovery and capability negotiation requires MCP-aware tooling","Filtering is constrained to pre-defined topic categories — no custom tagging or faceted search","Topic assignments are curator-defined and may not align with all user mental models","No hierarchical or multi-level topic filtering (e.g., 'software > architecture > design patterns')","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.33,"ecosystem":0.38999999999999996,"match_graph":0.25,"freshness":0.5,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:25.635Z","last_scraped_at":"2026-05-03T15:19:00.490Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=aias-barnsworthburning-mcp","compare_url":"https://unfragile.ai/compare?artifact=aias-barnsworthburning-mcp"}},"signature":"UC1mazUthqK3xNCGKRwmToQMu37UQuqvkC8Ge4omnu6+mGB+0I/FAXv0E1UKoXGb6w0LZGi1OAOUrDxr0DOqAA==","signedAt":"2026-06-20T21:28:29.020Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/aias-barnsworthburning-mcp","artifact":"https://unfragile.ai/aias-barnsworthburning-mcp","verify":"https://unfragile.ai/api/v1/verify?slug=aias-barnsworthburning-mcp","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}