anneal-memory
anneal-memory is an MCP server, listed under memory & vectors. Its repository has 12 GitHub stars and is licensed under MIT; we last read it on 2026-10-22.
Stores and manages memories for AI agents, using an immune system approach to compress episodes into identities. No external dependencies required, compatible with any client.
Install
Read from anneal-memory’s own README, close to verbatim -- not written by us, and not guessed.
pip install anneal-memory
What it reaches, and what it needs
Reaches
○ not recognised
Credential
○ none found
Maintenance
Stars
12
State
listed
Licence
MIT
From the repository
Living memory for AI agents with an immune system. Episodes compress into identity. Zero dependencies, works with any client.
anneal-memory compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| anneal-memory (this page) | — | None listed | 12 | 2026-10-18 | MIT |
| mcp-server-qdrant | qdrant | QDRANT_API_KEY | 1,553 | 2026-09-04 | Apache-2.0 |
| mcp-knowledge-graph | — | None listed | 886 | 2026-05-29 | MIT |
| chroma-mcp | chroma | CHROMA_API_KEY, CHROMA_CUSTOM_AUTH_CREDENTIALS | 601 | 2025-09-17 | Apache-2.0 |
| caura | — | None listed | 504 | 2026-10-25 | Apache-2.0 |
| MemoryMesh | — | None listed | 354 | 2026-03-01 | MIT |
Ranked by services in common with anneal-memory, then by stars. Figures are from each repository when we last read it.
Common questions about anneal-memory
- What does anneal-memory do?
- Stores and manages memories for AI agents, using an immune system approach to compress episodes into identities. No external dependencies required, compatible with any client.
- How do I install anneal-memory?
- Its own README gives this command: pip install anneal-memory. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
- Is anneal-memory official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 12 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-18.
- What licence does anneal-memory use?
- The repository declares the MIT licence.
More MCP servers for memory & vectors
- mcp-server-qdrant1,553 stars
- mcp-knowledge-graph886 stars
- chroma-mcp601 stars
- caura504 stars
- MemoryMesh354 stars
- neural-memory242 stars