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mcp-local-rag

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Searches, saves, and maintains a local document index through a local RAG MCP server. Use when user says "search my docs", "save this page", "read around that chunk", "sync my index", or invokes `npx mcp-local-rag`.

skills/mcp-local-rag/SKILL.md

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Nov 4, 2026
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# MCP Local RAG Skills

## Tools

| MCP Tool | CLI Equivalent | Use When |
|----------|---------------|----------|
| `ingest_file` | `npx mcp-local-rag ingest <path> [--visual]` | Local files (PDF, DOCX, TXT, MD). CLI for bulk/directory. PDF visual mode: see [Visual content (PDFs)](#visual-content-pdfs). |
| `ingest_data` | — | Raw content (HTML, text) with source URL |
| `query_documents` | `npx mcp-local-rag query <text>` | Semantic + keyword hybrid search; optional `scope` to limit to a path prefix |
| `delete_file` | `npx mcp-local-rag delete <path>` | Remove ingested content |
| `list_files` | `npx mcp-local-rag list [--scope <prefix>]` | File ingestion status; optional `scope` to limit to a path prefix (reachable scan path) |
| `status` | `npx mcp-local-rag status` | Database stats |
| `read_chunk_neighbors` | `npx mcp-local-rag read-neighbors` | Read N chunks adjacent to a known chunkIndex (context expansion; call after `query_documents` or grep) |
| `sync_start` | `npx mcp-local-rag sync [path]` | Reconcile the index with disk after files changed outside this session. See [Index sync](#index-sync) |
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