Abhigyan-Shekhar/
Waggle-mcp
Abhigyan-Shekhar/Waggle-mcpConnectors
MCP server for external memory layer for AI agents + more . Download from pypi , and get started
39
qualixar/superlocalmemoryConnectors
Open-source governed, local-first memory control plane for AI agents and teams. arXiv:2608.08253
224
rekal-dev/
rekal-cli
rekal-dev/rekal-cliTools
Your coding agent starts every session blank. Rekal is the memory your team is missing
193
tinqiao-oss/engramoryHarnesses
A portable memory protocol for AI agents — load it as standing rules; a curation discipline + reference spec + optional cap hook.
189
Da7-Tech/
mind
Da7-Tech/mindTools
Persistent memory for AI coding agents: automatic capture, explainable recall, knowledge consolidation, privacy controls, and portable offline storage. One Python file, zero dependencies.
76
alibaizhanov/
mengram
alibaizhanov/mengramConnectors
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.
194
CodeAbra/iai-personal-memory-engineConnectors
A cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you work over time. Free, local, works with Cursor, Claude Code, Codex, OpenClaw, Hermes and more. MIT.
873
okf-memory/
okf-agent-memory
okf-memory/okf-agent-memoryConnectors
Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and progressive disclosure. Slashes token bloat by 80% with zero external databases or dependencies. Built in pure Go.
547
cdeust/
Cortex
cdeust/CortexConnectors
Cross-platform persistent memory MCP for Codex, Gemini CLI, Claude Code, and other local MCP hosts. 36 cited neuroscience mechanisms, local-first SQLite/PostgreSQL, hybrid retrieval, decay-based consolidation, and reproducible benchmarks. Claude adds optional automatic lifecycle hooks.
72