terminal_kb
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- FlicenseNot gradedqualityAmaintenanceEnables AI hosts and agents to search, ask, and retrieve cited sections from a locally indexed collection of notes, documents, PDFs, web pages, org files, and chat logs using hybrid vector and BM25 retrieval.-
- FlicenseNot gradedqualityAmaintenanceEnables AI agents and MCP hosts to search and query a local hybrid vector/BM25 index of scattered notes, docs, PDFs, Office files, web pages, org files, and chat exports. It returns section-level citations so agents can ground answers in the user's own files.-
- FlicenseNot gradedqualityAmaintenanceEnables AI agents and MCP-compatible hosts to search, ask, and retrieve section-level citations from scattered local notes, docs, PDFs, Word files, web pages, org files, and chat logs using hybrid vector and BM25 retrieval.-
- FlicenseNot gradedqualityAmaintenanceEnables AI agents and MCP hosts to query locally indexed notes, docs, chat logs, and other files via hybrid vector/BM25 retrieval with section-level citations. Exposes tools, resources, and prompts for searching and asking over the indexed content.-
- FlicenseNot gradedqualityAmaintenanceEnables AI agents and MCP hosts to search and ask questions across a local hybrid-retrieval index of scattered notes, documents, PDFs, and chat logs, returning section-level citations and agent-usable tools, resources, and prompts.-
- AlicenseAqualityCmaintenanceEnables local-first hybrid knowledge retrieval from authorized Markdown and plain-text files, combining full-text and vector search with reranking and traceable source references via a single search tool.1MIT
TDQS
Scored across 6 tools
get_passage, get_document, get_page_image, and index_status are clearly distinct, but search_library and find_evidence overlap heavily since both search the same evidence set for relevant passages. The descriptions add some differentiation, but an agent could still easily pick the wrong one for a general search.
Most tools follow a clear verb_noun pattern: search_library, get_passage, get_document, get_page_image, find_evidence. The exception is index_status, which is a noun phrase instead of something like get_index_status, but this is only a minor consistency break.
Six tools form a tight, well-scoped set for an evidence-retrieval knowledge base. Each tool maps to a specific step in the workflow of searching, retrieving, and verifying evidence, with no unnecessary bloat.
The core research workflow is covered: search, retrieve passages, inspect page images, check metadata, and monitor index status. Notable gaps are full-document text retrieval and index/database management, but agents can still complete the primary evidence-checking task with the provided tools.