MCP Servers

gingugu/gingugu

Name: gingugu/gingugu
Author: Various

Persistent memory for AI coding assistants. Local SQLite, no cloud.

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Our verdict

Not reviewed yet

We have not reviewed gingugu/gingugu 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 gingugu/gingugu

gingugu/gingugu provides persistent memory for AI coding assistants using a local SQLite database. It runs entirely on the user's machine with no cloud dependency and offers 16 Model Context Protocol (MCP) tools for storing, recalling, searching, and relating information.

Best for

Developers who want a local, self-hosted memory layer for MCP-compatible coding assistants

Use cases

Give an AI coding assistant long-term memory across sessions
Store and search project-specific context or notes locally
Relate and retrieve past tool outputs or code snippets

Notes

3 stars on GitHub. Last updated 2026-06-16. Licensed MIT.

Pros

Fully local, no cloud or API key required
Leverages SQLite for reliable, zero-config persistence
16 MCP tools provide granular control over memory operations

Cons

Limited to MCP-compatible AI assistants only
Requires Python runtime and some setup for integration
Small community (3 stars) means limited support and documentation

Key facts

What we have checked

Not checked yet. Dated facts such as prices, releases and repository activity appear here once we have confirmed them from a source.

How to use

How to set it up

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

Install

pip install gingugu

Tools exposed

MEMORY_DB_PATH
MEMORY_NAMESPACE
MEMORY_NAMESPACE_PATH
MEMORY_AUTO_CONTEXT_LIMIT
MEMORY_DECAY_LAMBDA
MEMORY_EMBEDDINGS_ENABLED
MEMORY_EMBEDDINGS_BACKEND
MEMORY_EMBEDDINGS_MODEL
MEMORY_EMBEDDINGS_OLLAMA_MODEL
MEMORY_EMBEDDINGS_OLLAMA_HOST
MEMORY_W_RELEVANCE
MEMORY_W_FRESHNESS
MEMORY_W_ACCESS
MEMORY_W_CONFIDENCE
MEMORY_CREDENTIALS_ENABLED
MEMORY_SERVE_HOST
MEMORY_SERVE_PORT
MEMORY_SERVE_TOKEN
MEMORY_DREAM_IDLE_MINUTES
MEMORY_LOG_LEVEL

Clients the listing names (not checked here)

Claude Desktop, Claude Code, Cursor, Windsurf, Cline, ChatGPT

Install

Add gingugu/gingugu 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 gingugu/gingugu 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.

Alternatives

Alternatives to gingugu/gingugu

Record	Type	How we know	Checked
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