adaptive-recall
adaptive-recall is an MCP server, listed under memory & vectors. Its repository has 4 GitHub stars and is licensed under MIT; we last read it on 2026-10-23.
This software adapts retrieval strategies for AI applications, scores results using cognitive science models, and builds a knowledge graph, validating changes against query history.
Install
MCP servers are packaged differently from each other -- some run via npx, some as a Docker image, some as a plain script you clone and run. adaptive-recall’s own README did not state one plainly enough for this page to quote it rather than guess, so it will not guess. The repository below states it.
What it reaches, and what it needs
Maintenance
Adaptive memory system for AI applications. Learns which retrieval strategies work for your data, scores results using cognitive science models, builds a knowledge graph automatically, and validates every parameter change against real query history before adopting it. Patent pending.
adaptive-recall compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| adaptive-recall (this page) | — | None listed | 4 | 2026-05-14 | 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 adaptive-recall, then by stars. Figures are from each repository when we last read it.
Common questions about adaptive-recall
- What does adaptive-recall do?
- This software adapts retrieval strategies for AI applications, scores results using cognitive science models, and builds a knowledge graph, validating changes against query history.
- How do I install adaptive-recall?
- Its README did not state an install command plainly enough for us to quote one, so we do not guess. The repository has the instructions: https://github.com/AIAppsAPI/adaptive-recall
- Is adaptive-recall official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 4 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-05-14.
- What licence does adaptive-recall 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