io.github.aayoawoyemi/ori-memory

mcp-serverStable

Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.

Stars

314

Δ stars 7d

+1

Δ stars 30d

Forks

28

Contributors

3

npm DL / wk

63

PyPI DL / wk

Language

TypeScript

Last push

2026-07-13

About io.github.aayoawoyemi/ori-memory

Ori implements human cognition as mathematical models on a knowledge graph. Activation decay from ACT-R. Spreading activation along wiki-link edges. Hebbian co-occurrence from retrieval patterns. Reinforcement learning on retrieval itself. Recursive graph traversal with sub-question decomposition. The system learns what matters, forgets what doesn't, and optimizes its own retrieval pipeline. Persistent memory across sessions, clients, and machines. Zero-infrastructure retrieval that matches and in several cases strongly outperforms incumbents…

Read the full README on GitHub →

Install

npm install ori-memory

io.github.aayoawoyemi/ori-memory growth signals this week

Growth score: 11/100 week of 2026-07-20

Acceleration (40%)0
Relative velocity (30%)6
Downloads (20%)6
Activity (10%)80

Signal history

WeekScoreΔ★Signal
2026-07-2011+1Stable
2026-07-1311+1Stable
2026-07-066+1Stable
2026-06-2911+1Stable
2026-06-2211+1Stable
2026-06-159+0Stable
2026-06-080+0Stable

io.github.aayoawoyemi/ori-memory alternatives

Projects in the same category, closest in size — picked by data, not opinion.

taskdog-mcpStable316
Doris MCP ServerStable316

See all mcp-server projects ranked by growth →

Frequently asked questions

Is io.github.aayoawoyemi/ori-memory still maintained?
Yes — actively maintained. The last push was on 2026-07-13, with 3 contributors.
Is io.github.aayoawoyemi/ori-memory growing?
It is stable this week, with a growth score of 11/100. See the weekly history above.
What are the best io.github.aayoawoyemi/ori-memory alternatives?
Closest by category and size in our data: io.github.Lyellr88/marm-mcp-server, Obsidian Claude Code MCP Server, taskdog-mcp — full list with live signals above.

Topics

Agent MemoryRAG (Retrieval-Augmented Generation)Knowledge GraphsVector Databasesmcpmcp-serverllmmodel-context-protocolmemorysemantic-searchknowledge-graphagent-memorylocal-firstai-agentsai-memoryai-agentmarkdownsqlitepersistent-memoryvector-searchrmhpersistent-ai-memoryrecursive-memory-harness

Embed this badge

Show your project's live signal in your README — it updates weekly with the data.

[![io.github.aayoawoyemi/ori-memory on What's Trending in AI](https://whatstrendinginai.com/badges/aayoawoyemi-ori-mnemos-mcp-server.svg)](https://whatstrendinginai.com/projects/aayoawoyemi-ori-mnemos-mcp-server/)

io.github.aayoawoyemi/ori-memory badge

Tracked since 2026-06-10 · data as of 2026-07-19 · 0 open issues · 3 releases