rohitg00/agentmemory
Some data may be outdated — see provenance labels.
#1 Persistent memory for AI coding agents based on real-world benchmarks observed · 2026-09-27
Health v2 · maintenance only
78/100
- Activity 96
- Release rhythm 90
- Longevity 16
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.
- gap_med: 0.0
- age_days: 237
- days_rel: 65
- days_push: 24
- n_releases_24m: 51
Adoption not part of the score
28900 stars · 2511 forks observed · 2026-09-27
What it is AI-extracted, prompt v1, taxonomy v1, 2026-10-05, confidence 0.97
AgentMemory is a TypeScript library that provides persistent, local‑first memory for AI coding agents. It captures, compresses, and recalls observations without requiring external databases or vector stores.
Use cases
- store and recall code snippets across multiple AI coding sessions
- reduce token usage by reusing past observations in LLM prompts
- enable AI agents like Claude, Copilot CLI, or Cursor to remember user preferences
- build custom coding assistants that retain context between runs
- implement hybrid search over BM25, vector embeddings, and knowledge graphs
When to choose
- You need a zero‑dependency, local memory layer for LLM‑driven coding tools
- You want to avoid managing external vector stores or databases
- Your workflow relies on multiple AI coding agents and you need shared context
When to avoid
- You require a fully managed, cloud‑hosted vector database with multi‑region replication
- Your project is not based on Node.js or cannot run an npm package
- You need real‑time collaborative memory across many users
Facets
library · maturity active
vector-database search-engine api-framework middleware cli artificial-intelligence large-language-models cli self-hosted persistent-memory ai-coding-agent local-first zero-external-db hybrid-retrieval mcp-integration retrieval-augmented-generation devops nodejs
3 sources
- readme: https://github.com/rohitg00/agentmemory · fetched 2026-09-27 · c6054671877a
- homepage: https://agent-memory.dev · fetched 2026-09-21 · 0755920ae33d
- site_page: https://www.agent-memory.dev/docs · fetched 2026-09-21 · 3fbf2b550ef2
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| rohitg00/agentmemory | main | 78 |
For agents
markdown · JSON · MCP: product_card(name="rohitg00/agentmemory")
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem