jmp-docs-mcp
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- AlicenseNot gradedqualityAmaintenanceGives coding agents searchable access to MLX, MLX Data, and MLX LM documentation so they can check the docs before writing MLX code. Runs locally on Apple silicon with no account or API key, and works offline after the first search.MIT
- FlicenseNot gradedqualityCmaintenanceEnables agents to search a local, fully offline personal document library (Markdown/txt/PDF/docx) via SQLite FTS5 trigram search with subject-terminology expansion, returning every hit with its domain, document title, section path, and page or offset provenance. It also exposes domain statistics, incremental ingestion, and document deprecation as tools, alongside a read-only, runtime-persona-scoped ask/coverage mode.-
- FlicenseNot gradedqualityAmaintenanceEnables AI agents and MCP hosts to query a locally built hybrid (vector + BM25) index of scattered notes, docs, and chat logs, retrieving answers with section-level citations. It exposes 8 tools plus resources and prompts so hosts like Claude Desktop, Cursor, and Cline can search, ask, and browse the user's personal knowledge base directly.-
- AlicenseAqualityCmaintenanceEnables AI agents to query a local index of AnyLogic 8.9 documentation, including guide pages and Java API references, to retrieve accurate blocks, properties, method signatures, tutorials, and examples without network access at query time.71MIT
- FlicenseNot gradedqualityAmaintenanceEnables AI agents and MCP hosts to query a local, machine-resident index of scattered notes, project docs, PDFs, Office files, and chat exports using hybrid vector + BM25 retrieval with section-level citations. Exposes tools, resources, and prompts so hosts like Claude Desktop, Cursor, and Cline can search, ask, and explore linked knowledge through natural language.-
- AlicenseNot gradedqualityBmaintenanceEnables agents to search local component-manual corpora via hybrid semantic, full-text, and substring retrieval with table recognition and OCR fallback for scanned pages. Provides tools for literal/regex grepping, reading single or multiple pages, navigating bookmarks and outlines, listing categories and indexed files, and checking index and dependency status.AGPL 3.0
TDQS
Scored across 10 tools
Each tool targets a distinct resource: docs search, menu lookup, examples, figures, TOC, books, context help, and page retrieval. The closest pair, get_jmp_page and jmp_fetch_live, is clearly differentiated by local index vs. live bypass.
Most tools follow a snake_case verb_noun pattern (search_jmp_docs, find_menu_path, get_jmp_page, browse_jmp_toc). A few deviations like whats_this, jmp_fetch_live, and index_stats are noticeable but do not seriously undermine the overall pattern.
Ten tools is well-scoped for a documentation server: it covers search, navigation, retrieval, examples, figures, menu paths, and index introspection without redundancy. Each tool has a clear role and none feels like filler.
The surface covers the full documentation workflow: discovering features, finding menu paths, browsing TOCs, retrieving pages, locating examples and figures, and checking index freshness. The live fetch fallback also handles newer or unindexed content, leaving no obvious dead ends.