MCP Servers · Memory

AliceLJY/recallnest

Name: AliceLJY/recallnest
Author: Various

One memory, three terminals. Shared memory layer for Claude Code, Codex, and Gemini CLI — hybrid retrieval (vector + BM25 + KG), session continuity, 41 MCP tools.

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Our verdict

Not reviewed yet

We have not reviewed AliceLJY/recallnest yet

No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.

How we review records

From the listing

About AliceLJY/recallnest

A shared memory layer for Claude Code, Codex, and Gemini CLI. It provides hybrid retrieval using vector, BM25, and knowledge graph methods, with session continuity and 41 MCP tools. The tool is local-first and stores data in LanceDB.

Best for

Developers using multiple AI CLI tools who need a unified, local memory layer for session continuity

Use cases

Persisting and retrieving conversation context across Claude Code, Codex, and Gemini CLI sessions
Enabling hybrid search (vector, BM25, knowledge graph) over previous interactions
Accessing 41 MCP tools to extend CLI capabilities with shared memory

Notes

14 stars on GitHub. Last updated 2026-05-31. Licensed MIT.

Pros

Local-first architecture ensures data privacy and offline capability
Hybrid retrieval combines multiple search strategies for better results
Provides session continuity across three popular AI CLI tools

Cons

Limited to Claude Code, Codex, and Gemini CLI (no support for other CLIs)
Small community size (14 stars) may mean less ongoing development and support
Requires setting up and maintaining a LanceDB instance locally

Key facts

What we have checked

Days since the last commit: 3; Checked 26 Oct 2026GitHub
GitHub forks: 4; Checked 26 Oct 2026GitHub
GitHub stars: 15; Checked 26 Oct 2026GitHub
Days to a first reply on issues: 234.4; Checked 26 Oct 2026GitHub
Open issues: 0; Checked 26 Oct 2026GitHub
Releases in the last 90 days: 3; Checked 26 Oct 2026GitHub

Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.

How to use

How to set it up

As the listing publishes it. We have not run this install.

Install

npx recallnest --help          # run directly

Tools exposed

user-pasted
agent-made
workflow_observe
workflow_health
workflow_evidence
store_memory
store_workflow_pattern
store_case
promote_memory
promote_scan
promote_synthesis
list_conflicts
audit_conflicts
escalate_conflicts
resolve_conflict
checkpoint_session
latest_checkpoint
resume_context
search_memory
explain_memory

Clients the listing names (not checked here)

Claude Code, ChatGPT

Install

Add AliceLJY/recallnest to your client

Not verified yet

No install recipe yet. We write one for Claude Code, Claude Desktop, Cursor, VS Code, Codex and ChatGPT when the server is in the official MCP registry with a package or remote address we can use.

Until then, follow the project's own README, or the setup the listing publishes under How to set it up.

Works with

What AliceLJY/recallnest connects to

No confirmed connections yet. A product appears here when the server's registry name, repo, homepage or name ties it to that product, and a client appears when we have an install recipe for it.

Health and security

Is AliceLJY/recallnest looked after, and what do its setup files show

Health score

45 out of 100

Does someone look after this repository? It does not say the code is good or safe. Worked out from GitHub signals checked 26 Oct 2026. How it is worked out

Part	Points	What we saw
Recent activity	30 of 30	Last push 3 days ago
Releases	15 of 15	3 releases in 90 days
Issue replies	0 of 20	First reply in 234.4 days (median)
Maintainer	0 of 15	Owned by a single user
Official source	0 of 20	Community server

Alternatives

Alternatives to AliceLJY/recallnest

Record	Type	How we know	Checked
oraios/serenaThis is an alternative to it	MCP server	Named in the listing	Not dated
topoteretes/cogneeThis is an alternative to it	MCP server	Named in the listing	Not dated
vectorize-io/hindsightThis is an alternative to it	MCP server	Named in the listing	Not dated

Compare

Compare AliceLJY/recallnest side by side

Sources

Where this comes from

GitHubRegistry
Checked 26 Oct 2026 · Days since the last commit, GitHub forks, GitHub stars, Days to a first reply on issues, Open issues, Releases in the last 90 days

A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.

Changelog