codemem

Shared memory for coding agents: projects, reusable code, sessions and commits across machines

Connector by jeang42 · GitHub account verified by the MCP Registry

IndexedApache-2.0Remote (HTTP)★ 2

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Shared memory for coding agents: projects, reusable code, sessions and commits across machines

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Permissions

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

Tools: 6 read · 6 write · 1 delete · 7 not yet classified
Secrets: None asked for
Install scripts: Not scanned yet
Runs as: Python package

Tools by what they do 20

Read from the source code; the running server may list different tools.

Read 6 · Look things up without changing anything.

find_assets
list_handoffs
list_projects
scan_path
search
stats

Write 6 · Create, change, send or run things.

add_note
add_scan_root
handoff
log_session
register_asset
update_project

Delete 1 · Delete, drop, revoke or wipe things.

delete_note

Not yet classified 7 · We could not tell from the name and description.

activity
help
howto
link_items
project_brief
rate
verify

Files it touches

Any path the agent passes to its tools

Tools (20)

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

activity
What happened recently: commits pushed and sessions logged, across all machines.
add_note
Add a note. kind: decision|howto|resource|issue|idea|note. howto notes are what future sessions get from howto(); decisions explain why something is the way it is.
add_scan_root
Register a directory to be scanned for projects on a machine. Remote machines run client/codemem_agent.py which reads its roots from here. Use when a directory is organised enough.
delete_note
Delete a note by id, with its search and embedding rows. Use it to remove a note written by mistake or superseded by a corrected one; the deleted row is returned so it can be written back. Note ids come from search results and the notes list. Deleting is not how you edit a note that is merely out of date — add a newer one instead, because notes are a dated record.
find_assets
Find reusable assets. With a query it searches; without, it lists (optionally by kind, tag, project). exclude_maturity="junk,broken,sunset,antiquated" leaves only things worth building on. imports="chromadb" answers "which files/projects use this library" exactly, from parsed import statements.
handoff
Record or advance a handoff: one implementation replacing another. One record per name; each call appends a dated stage entry. stage: candidate|shadow|verified|promoted|retired|rolled-back. old/new: asset or project names being replaced/replacing. promotion_class: library|service|agent-facing|pipeline|data-store. report: path to the parity report. note: what happened, failures included. Empty name lists handoffs.
help
How to use codemem: workflow, tool list, label vocabularies, data sources. Call with no arguments for the overview; a topic (e.g. "maturity", "audience", "vendor", "session") narrows it. Cheap: no DB access.
howto
How-to knowledge: publishing to the git host, adding a machine, using codemem, and whatever docs are ingested. Searches howto notes first, then ingested docs. Empty topic lists available howtos.
link_items
Link two things. relation: uses|could-reuse|supersedes|derived-from|shares-code-with|deploys-to|related. Give project names, or asset names (from_asset/to_asset) instead.
list_handoffs
Handoffs in flight (or at a given stage), newest activity first. Each shows old, new, class, stage, last entry.
list_projects
List projects with a one-line summary each. Filter by status, tag, machine (has a location there), audience, maturity (e.g. "authoritative") or exclude_maturity (e.g. "junk,antiquated"). origin: "own" (default) | "vendor" (cloned third-party repos) | "all".
log_session
Record what a working session did. Call at the end of meaningful work. summary is required; the rest are free text. resources: tools, APIs, models, other projects used.
project_brief
Everything known about one project: description, locations on each machine, reusable assets, recent notes, recent commits, links. Accepts a project name or a working-directory path.
rate
Rate a project (or an asset, by giving asset_kind) so future sessions know what is usable and what is not. maturity: authoritative (the one to use) | usable | experimental | antiquated (superseded, prefer newer) | sunset (being retired) | broken | junk (reference only). note: why, and what to use instead. Empty maturity returns the vocabulary and current ratings.
register_asset
Record something reusable so it is found next time instead of rebuilt. kind: script|module|function|prompt|skill|mcp-server|docker|service|config|dataset|model|doc|tool|pattern. usage: the one line someone needs to reuse it (command, import, URL). maturity: authoritative|usable|experimental|antiquated|sunset|broken|junk (+ maturity_note why).

Show 5 more tools

scan_path
Scan a directory on the SERVER machine now and record the projects found. For other machines use codemem_agent.py. Empty path scans this machine's registered roots.
search
Hybrid search (BM25 + embeddings) across projects, assets, notes, commits, locations and docs. kinds: comma list to restrict, e.g. "asset,note". exclude_audience: comma list of project audiences to leave out (e.g. "unrestricted" when working professionally). exclude_maturity: ratings to drop, e.g. "junk,broken,sunset" when you only want things safe to build on. Results carry a maturity field; authoritative ranks up, junk ranks down. Vendor clones (other people's repos) are left out unless include_vendor=True. Search BEFORE building something new.
stats
Counts of everything, machines seen, index/embedding coverage, server config.
update_project
Create or enrich a project. Only supplied fields change. status: active|paused|done|abandoned|archived. audience: unrestricted (default: personal work, unfiltered) | professional | employer (free text, used for filtering). origin: own | vendor (a third-party clone; hidden from search and lists by default). tags: comma list. visibility: private (default, the owner only) | shared (named people) | public (anyone): who may SEE the project. path (+ machine, default this server): record where the working copy lives, so the session-start brief finds it by directory. Use this when the brief says "no r…
verify
Record that you ran this project (or asset, with asset_kind) today and it worked. Restarts its trust freshness clock (half-life 180 days from verification). note: what you checked. Use after actually exercising the code, not after reading it.

Signals

Stars: 2
Forks: 0
Open issues: 0
Weekly downloads: 27
Last commit: Oct 6, 2026 (24 days ago)
Last release: Sep 25, 2026 (1 month ago)
Last package publish: Sep 25, 2026 (1 month ago)

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

Details

Registry name: io.github.jeang42/codemem
Version: 0.1.0
Auth: No auth
Packages: pypi codemem-mcp
License: Apache-2.0
Repository: github.com/jeang42/codemem
Website: github.com/jeang42/codemem
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: Official MCP Registry github-graphql

Cite this page

codemem MCP server. Agent Mart. https://agentmart.dev/connectors/jeang42-codemem (last updated 2026-10-24)