PAIDEIA MCP
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AlicenseNot gradedqualityAmaintenanceEnables agents to work with local hardware engineering context — registered repositories, imported PDFs and documents, and user-created system diagrams — through stdio tools for bounded source search and file reading, document text extraction and PDF page/crop rendering, and reading or drafting system architecture models. It runs entirely on local storage with no code index, hosted backend, or model provider routing, leaving the agent's own model, keys, and permissions intact.17 npm2MIT- AlicenseCqualityBmaintenanceEnables local-first model routing and persistent tool library management, allowing automated workflow detection and conversion of stable patterns into reusable tools.40Mozilla Public 2.0
- AlicenseBqualityCmaintenanceEnables agents to create courses, upload lecture recordings, run the transcription and generation pipeline, retrieve study sheets and flashcards, and export Anki decks. It supports both local operation and a hosted instance with account-token access.9MIT
- AlicenseNot gradedqualityBmaintenanceEnables AI agents to operate a local study lab by rolling one-time topics, choosing a card, and completing it with proof, while managing syllabi and progress locally.MIT
- FlicenseNot gradedqualityDmaintenanceEnables AI assistants to interact with local documents (PDF, Markdown, TXT) through tools for discovery, reading, extraction, summarization, comparison, keyword extraction, search, and analysis, ensuring privacy and offline capability.-
- AlicenseNot gradedqualityBmaintenanceEnables fully local, end-to-end research automation: reproducing papers from PDF into runnable code and verified artifacts, writing papers section-by-section with LaTeX/PDF/DOCX export, and running an ideate→debate→design→verdict research pipeline—all without an API key.2MIT
TDQS
Scored across 54 tools
Every unique tool has a distinct target, but the full PAIDEIA__ alias set duplicates all 27 tools with identical descriptions, forcing agents to choose between two names for the same operation. Pairs like build_course_index/save_course_index and parse_exam_radar_export/import_exam_radar also overlap in output paths, further muddying boundaries.
Base tool names are consistently snake_case and mostly follow a verb_noun pattern (import_alt_note, save_action_artifact, list_artifacts), with a systematic PAIDEIA__ prefix for aliases. A few names break the verb pattern, such as hwmap, course_phase, and alt_setup_instructions, so it is not a perfect 5.
54 tools is unnecessarily heavy because 27 are exact PAIDEIA__ aliases, and even the 27 unique tools exceed the 25-tool comfort threshold. Several meta/helper tools (alt_workflow_guide, alt_capability_manifest, alt_setup_instructions, paideia_doctor) could likely be consolidated or exposed as prompts/resources instead of tools.
The set covers the main PAIDEIA lifecycle: importing notes/PDFs/Exam Radar, building indexes, generating weakmaps/HW maps, saving artifacts, logging errors, grading, and Alt integration. It lacks artifact deletion/rename and an end-to-end action execution tool, but agents can work around these gaps with write_artifact and prepare_paideia_action.