io.github.DiaaAj/a-mem-mcpai

a-mem-mcp

Stale · 9 mo silent

Self-evolving memory system for AI agents

Install

claude mcp add a-mem-mcp -- uvx a-mem

Requires: LLM_BACKEND, LLM_MODEL, OPENAI_API_KEY, EMBEDDING_MODEL, CHROMA_DB_PATH

Our take

Offers a memory system for AI agents with a focus on self-evolving behavior, aimed at developers experimenting with longer-lived agent context and adaptation. The premise is interesting but underspecified in the metadata, so the main quality signal is that it looks exploratory rather than mature, and users should expect to evaluate behavior carefully before relying on it.

reviewed by hand · 2026-07-08

Something wrong or dead here? Report it

Verification record

last verified
18 days ago
github stars
35
last commit
9 mo ago
archived
no
license
MIT
in registry since
2026-01-09

github.com/DiaaAj/a-mem-mcp

More in ai

browse all →
claude-flowai

claude-flow

Verified · 17 days ago

AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.

hand-reviewed73k stars19k dl/wkchecked 17 days ago

tldrawai

tldraw

Verified · 18 days ago

Draw and visually collaborate with your agents on tldraw's canvas.

hand-reviewed50k starschecked 18 days ago

codebase-memory-mcpai

Codebase Memory

Verified · 8 days ago

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

hand-reviewed45k stars12k dl/wkchecked 8 days ago

openmetadata-mcpai

OpenMetadata

Verified · today

Official OpenMetadata MCP: 21 read and write tools for search, lineage, data quality, governance.

hand-reviewed15k starschecked today

mobilerunai

mobilerun

Verified · 20 days ago

Control real Android and iOS devices with LLM agents — tap, swipe, type, automate flows.

hand-reviewed9.4k starschecked 20 days ago

praisonaiai

PraisonAI

Verified · 7 days ago

AI Agents Framework with Self Reflection and MCP support

hand-reviewed9.1k starschecked 7 days ago