Provides a local, version-exact API index for installed Python and TypeScript packages, enabling accurate lookups and static code checking that catches hallucinated or misused APIs without executing the code.
Enables language models and users to perform exact arithmetic, symbolic math, unit/date conversions, statistics, and read-only SQL queries over registered files, with every operation logged by a citable ID that humans can re-run.
Enables assistants to reach a local market-research lab over MCP, including provenance-tagged market snapshots, falsifiable theses with invalidation rules, strategy backtesting with overfitting checks, committee reviews, portfolio analysis, and report export.
Enables an AI assistant to search and retrieve local clipboard history, pin or delete clips, and set or copy clipboard content while automatically hiding sensitive data such as passwords, tokens, and card numbers.
Enables assistants to file, search, and manage invoices, contracts, policies, and official letters, and to create, explain, update, and remind on their derived deadlines. It also supports mail scanning, warranty checks, notification testing, settings changes, and upkeep through a running local paperwork app.
Enables AI narrators to maintain persistent world state for interactive fiction and tabletop play by managing entities, relationships, dice rolls, threads, clocks, and continuity checks.
Provides MCP tools to search and explore a locally stored screen history, query app/window activity, and manage recording controls such as pause and deletion.
Enables an AI assistant to manage a local address book, including searching people, retrieving details, logging interactions, creating reminders, and merging or deleting contacts via a set of 12 tools.
Enables assistants to queue and monitor local language and vision model evaluations, compare results with confidence intervals, and retrieve routing recommendations for task categories.
Enables an assistant to read local shipping and travel booking mail, track parcels and trips, estimate arrival dates, and manage related reminders, shared expenses, and calendar exports over MCP.
Provides a local AI assistant with tools to query your computer's episodic memory, such as where you were, what you were working on, activity summaries, and timeline details, all sourced from a privacy-filtered SQLite database.
Allows an AI assistant to search a local library of 3D-printable models, retrieve geometry metrics like dimensions, triangle counts, and watertightness, and draft marketplace listings.
Enables an AI assistant to manage a local-first household ledger through MCP: accounts, categorised entries, monthly budgets, bank CSV imports, transfers, and reports stored in a single SQLite file.
Enables MCP clients to search, filter, and manage a private local photo library with CLIP-based text and similarity search, EXIF/GPS metadata, duplicate detection, albums, and folder indexing, returning ranked results and optional contact sheets.
Enables AI agents to direct a local media studio over MCP, generating consistent characters, photocards, album art, and beat-synced music videos by orchestrating ComfyUI, ffmpeg, and Piper TTS while recording the full recipe of every asset.
Enables users to generate printable 3D map models of any place on Earth from open data, including terrain, buildings, trees, water, roads, and fields, with options for tiles, colors, and browser previews via MCP tools.
Enables assistants to search a personal library of local documents using hybrid BM25 and embeddings, retrieve exact passages with file and page citations, and manage collections entirely on the user's own machine.
Provides a local-first read-later bookmark library to AI assistants, enabling them to save URLs, extract and read article text, search, tag, highlight, and manage saved links through MCP tools.
Enables a local assistant to drive a full data workbench: ingest messy files, clean them with versioned and undoable steps, enforce quality rules, build charts and dashboards as code, train quick models, and ask questions of the data—all on the user's own machine.
Enables an AI assistant to create, search, and manage locally stored spaced-repetition flashcards, quiz users in chat with front-only prompts, and grade their answers using SM-2 scheduling.
Enables an AI assistant to build an editable slide deck from a brief and local source documents over MCP — creating decks, adding sources, generating outlines and slides, reviewing and approving slides, checking figures against sources, and exporting to PPTX, PDF, HTML or Markdown. Everything stays local, with the same tools backing the bundled UI.
Exposes the full native VectorCraft command catalog and forwards each native tool—plus a generic name-based dispatch call—into a persistent illustration session over stdio. This lets clients discover available tools and drive drawing, editing, and export operations on local .vectorcraft projects.