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memory-v2

memory-v2 is an MCP server, listed under memory & vectors. Its repository has 3 GitHub stars and is licensed under MIT; we last read it on 2026-10-22.

Brain-inspired persistent memory for AI coding assistants. Hybrid BM25+vector search, ACT-R activation scoring, FadeMem decay, knowledge graphs, multi-agent coordination. Successor to claude-memory.

Install

Read from memory-v2’s own README, close to verbatim -- not written by us, and not guessed.

pip install memory-v2-hx

What it reaches, and what it needs

Reaches
○ not recognised
Credential
○ none found

Maintenance

Stars
3
State
listed
Licence
MIT
From the repository

Brain-inspired persistent memory for AI coding assistants. Hybrid BM25+vector search, ACT-R activation scoring, FadeMem decay, knowledge graphs, multi-agent coordination. Successor to claude-memory.

memory-v2 compared with similar servers

memory-v2 compared with the closest alternatives, by services reached, credentials, stars, last update and licence
ServerReachesNeedsStarsLast updateLicence
memory-v2 (this page)—None listed32026-04-26MIT
mcp-server-qdrantqdrantQDRANT_API_KEY1,5532026-09-04Apache-2.0
mcp-knowledge-graph—None listed8862026-05-29MIT
chroma-mcpchromaCHROMA_API_KEY, CHROMA_CUSTOM_AUTH_CREDENTIALS6012025-09-17Apache-2.0
caura—None listed5042026-10-25Apache-2.0
MemoryMesh—None listed3542026-03-01MIT

Ranked by services in common with memory-v2, then by stars. Figures are from each repository when we last read it.

Common questions about memory-v2

What does memory-v2 do?
Brain-inspired persistent memory for AI coding assistants. Hybrid BM25+vector search, ACT-R activation scoring, FadeMem decay, knowledge graphs, multi-agent coordination. Successor to claude-memory.
How do I install memory-v2?
Its own README gives this command: pip install memory-v2-hx. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
Is memory-v2 official and is it maintained?
We found nothing naming it as a vendor’s official server. Its repository has 3 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-04-26.
What licence does memory-v2 use?
The repository declares the MIT licence.

More MCP servers for memory & vectors

All memory & vectors entries →

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