Live Memory

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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

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Python package

Tools (9)

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

• ask_live_memory

  Ask the Live Memory about the codebase at `cwd`. The Live Memory is a persistent, read-only companion that accumulates knowledge of *this* repository across questions and sessions. It runs a separate, cheap, large-context model and explores on its own (read, grep, glob, git history), so it can answer "where is X / how does Y work / what calls Z / what's the convention for W" without you loading files into your own context — and it often already knows the answer from earlier questions. It returns a best-effort answer within its server-configured time budget: grounded in the actual code, but te…

• ask_live_memory_result

  Collect the result of an ask_live_memory_submit job by its job_id. Returns the full answer (with metadata) when ready; "[running] …" if it is still working (do other work and poll again); or an error if the job failed or the id is unknown/expired. A successful/failed result is consumed once (collect it again only after a new submit).

• ask_live_memory_submit

  Submit a Live Memory question to run in the BACKGROUND and return a job_id immediately — use this instead of ask_live_memory when the query may be slow and you want to keep working, then collect the answer later. Returns a job_id. Do other work, then call ask_live_memory_result with that job_id to fetch the answer (it reports "[running]" until ready). Same answer quality as ask_live_memory; same args (see that tool for `cwd` rules — absolute repo root — and `max_answer_tokens`).

• find_paths

  Walk the directory tree and list entries (files and/or directories) under a path, filtered like the `find` CLI — by name pattern, entry type, and depth. Use this to explore structure or list directories; use Glob when you just want files matching a glob.

• get_changed_files

  Files changed in the working tree (git status --porcelain).

• git_search

  Inspect git commit history. Filter by commit-message text (query) and/or a file/dir path, and optionally include the patch (diff) for each commit. With no query and no path, returns the most recent commits.

• Glob

  Find files by glob pattern (relative to the workspace root). Returns matching paths, sorted. Use find_paths instead when you need directories, a type/depth filter, or to enumerate the tree.

• Grep

  Search file contents with ripgrep (regex). By default returns matching 'file:line:text'; set output_mode to 'files_with_matches' for paths only, or 'count' for per-file match counts.

• Read

  Read a slice of a UTF-8 text file, returned with line numbers. The path is relative to the workspace root.

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Weekly downloads

31

Last commit

Aug 1, 2026 (3 months ago)

Last release

Jul 17, 2026 (3 months ago)

Last package publish

Jul 17, 2026 (3 months ago)

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

Details

Registry name

io.github.shofer-dev/live-memory

Version

0.6.0

Auth

No auth

Packages

pypi shofer-live-memory

License

Apache-2.0

Repository

github.com/shofer-dev/claude-code-live-memory

First seen

Oct 24, 2026

Last checked

Oct 24, 2026

Source

Official MCP Registrygithub-graphql