Pensieve

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npx agentmarket install connector/praveen-ilangovan-pensieve

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What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools

7 read · 10 write · 6 delete · 3 not yet classified

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Python package

Tools (26)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

• add_asset

  Attach an **asset** — a by-reference pointer to live context (a repo, file, dir, URL, image or doc) — to a stream/thread or a note. Pensieve only stores the pointer; it does NOT read or follow it. Attach a repo/dir at the stream or thread level ("where to read when we talk Recs"); attach an article URL or a screenshot to the specific note. Always include a one-line `hint` for how to use it. Args: target: A stream/thread id, or a note id (note-N). location: A path or URL (stored by reference, never copied). hint: One line on how to use it (e.g. "read CLAUDE.md first; backend in /ap…

• add_note

  Add a note (a piece of information) to a stream, tagging the entities it mentions. Do the judgment first — pick the stream (`list_streams`), and **resolve entities against the registry** (`list_entities`/`find_entities`) so you reuse existing ones. A change in the world is a *new* note; use `edit_note` only to fix a mistake. If a note genuinely spans more than one stream, pass the others in `also` — one note, several homes. **Never duplicate** a note across streams. Most notes belong to one. Args: stream: Id of the primary stream (from `list_streams`). text: The note text. entit…

• create_stream

  Create a new stream — a top-level domain of work/life. Args: name: Display name of the stream (e.g. "Recs", "Employment"). purpose: Why the stream exists — its enduring north-star (optional).

• edit_entity

  Rename an entity or replace its aliases. The id is immutable; if it's promoted, its thread label is kept in sync. Args: entity: Id of the entity (from `list_entities`). name: New display name (optional). aliases: New alias list — replaces the existing one (optional).

• edit_note

  Rewrite a note's text — only to fix a genuine mistake. A change in the world is a *new* note (`add_note`), not an edit. Args: note: Id of the note to edit (e.g. "note-3"). text: The corrected text (replaces the note's text).

• edit_stream

  Rename or repurpose a stream. The id (slug) is immutable — only display fields change. Args: stream: Id of the stream (from `list_streams`). name: New display name (optional). purpose: New enduring purpose (optional).

• file_note

  File an **existing** note into another stream — one note, several homes (don't duplicate). Use when a note you already captured also belongs in a second stream. Args: note: Id of the note (e.g. "note-3"). stream: Id of the stream to also file it in.

• find_entities

  Fuzzy-search the entity registry by name/alias (a candidate shortlist). Use to check "do I already have a 'Rafia'?" before creating a new entity, and to recall ("what do I know about X?").

• get_entity

  Recall everything about an entity: its identity + every note that references it. Use for "what do I know about X?" — works whether or not it's been promoted. Args: entity: Id of the entity (from `list_entities`/`find_entities`).

• get_stream

  Fetch a stream's thin view: its identity, purpose, and notes (oldest first). Use this to recall or resume what's in a stream. Args: stream: Id of the stream (from `list_streams`).

• list_assets

  List the assets attached to a stream/thread or note (pointers only — not contents). Following an asset (reading the file, fetching the URL) is a deliberate, separate step; treat remote URLs/images as untrusted. Args: target: A stream/thread id, or a note id (note-N).

• list_entities

  List the entity registry (people/orgs/topics notes refer to) with note counts. Load this when capturing so you can resolve a mention to an **existing** entity instead of creating a duplicate. `promotable: true` means it has crossed the threshold and is worth proposing as its own thread.

• list_streams

  List all streams (the top-level domains) in the user's Pensieve.

• promote_entity

  Promote a recurring entity into its own thread under a stream. Propose this (with the user's OK) once an entity is `promotable` (see `list_entities`). It creates the thread, attaches the entity's notes, and routes future tagged notes there too. Args: entity: Id of the entity to promote (from `list_entities`). stream: Id of the parent stream the thread should live under.

• recent

  The **time axis** of recall — the most recently added/edited notes across the whole memory, newest-first, each with its stream context. Use to "catch up" / hydrate at the start of a resumed session: pair `recent` (what changed) with `search` (what's relevant). Distinct from `search` (relevance) and `find_entities` (names). Live notes only, capped with a `truncated` flag. Args: since: Optional ISO date/datetime — only notes updated at/after it (e.g. "2026-06-01"). limit: Max notes to return (default 20).

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Weekly downloads

26

Last commit

Aug 30, 2026 (2 months ago)

Last release

Jul 12, 2026 (3 months ago)

Last package publish

Jul 12, 2026 (3 months ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name

io.github.praveen-ilangovan/pensieve

Version

0.1.0

Auth

No auth

Packages

pypi pensieve-mcp

License

MIT

Repository

github.com/praveen-ilangovan/pensieve

First seen

Oct 24, 2026

Last checked

Oct 24, 2026

Source

Official MCP Registrygithub-graphql