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plastic-labs
honcho-ai

Memory library for building stateful agents

2.4M 3K 367
MemoriLabs
memori

Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems.

39K 14K 2K
star-ga
mind-mem

v3.7.0 — Persistent, auditable, contradiction-safe memory for coding agents. HTTP/REST auth fail-closed by default. Cross-platform atomic rollback (Linux/macOS/Windows). 71 MCP tools, 17 AI clients, hybrid BM25+vector+RRF, mind-mem:4b (Ollama). LoCoMo 86.33 conv-0 (Mistral, +8.4 vs published).

27K 4 0
cafitac
cafitac-agent-memory

Universal memory and knowledge runtime for AI agents across Hermes and other harnesses.

25K 2 0
trustgraph-ai
trustgraph-base

The context development platform. Store, enrich, and retrieve structured knowledge with graph-native infrastructure, semantic retrieval, and portable context cores.

19K 2K 235
qualixar
superlocalmemory

World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leaves your machine. Additionally, mode C (LLM/Cloud) - 87.7% LoCoMo. Research-backed. arXiv: 2603.14588

18K 133 14
trustgraph-ai
trustgraph-embeddings-hf

The context development platform. Store, enrich, and retrieve structured knowledge with graph-native infrastructure, semantic retrieval, and portable context cores.

18K 2K 235
trustgraph-ai
trustgraph-vertexai

The context development platform. Store, enrich, and retrieve structured knowledge with graph-native infrastructure, semantic retrieval, and portable context cores.

17K 2K 235
trustgraph-ai
trustgraph-flow

The context development platform. Store, enrich, and retrieve structured knowledge with graph-native infrastructure, semantic retrieval, and portable context cores.

17K 2K 235
trustgraph-ai
trustgraph

The context development platform. Store, enrich, and retrieve structured knowledge with graph-native infrastructure, semantic retrieval, and portable context cores.

17K 2K 235
Battam1111
myco

Self-evolving cognitive organism for AI agents — eternal devouring, eternal evolution.

17K 60 8
trustgraph-ai
trustgraph-cli

The context development platform. Store, enrich, and retrieve structured knowledge with graph-native infrastructure, semantic retrieval, and portable context cores.

17K 2K 235
trustgraph-ai
trustgraph-bedrock

The context development platform. Store, enrich, and retrieve structured knowledge with graph-native infrastructure, semantic retrieval, and portable context cores.

16K 2K 235
trustgraph-ai
trustgraph-ocr

The context development platform. Store, enrich, and retrieve structured knowledge with graph-native infrastructure, semantic retrieval, and portable context cores.

16K 2K 235
trustgraph-ai
trustgraph-mcp

The context development platform. Store, enrich, and retrieve structured knowledge with graph-native infrastructure, semantic retrieval, and portable context cores.

15K 2K 235
major7apps
pensyve

Universal memory runtime for AI agents — framework-agnostic, protocol-native, offline-first

13K 16 5
ben-ranford
cellin

build long-lived multimodal memory, dream over it, and retrieve context with transparent weighting

12K 0 0
trustgraph-ai
trustgraph-unstructured

The context development platform. Store, enrich, and retrieve structured knowledge with graph-native infrastructure, semantic retrieval, and portable context cores.

11K 2K 235
roampal-ai
roampal

Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip install roampal.

10K 43 7
LuizEduPP
rememb

Persistent memory for AI agents — local, portable, zero config. Works with Cursor, Windsurf, Claude via MCP.

10K 3 2
ogham-mcp
ogham-mcp

Shared memory MCP server — persistent, searchable, cross-client Claude, Opencode

9K 96 18
MemoriLabs
memorisdk

Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems.

9K 14K 2K
Agentscreator
engram-team

Agent memory platform.

7K 76 77
Kayba-ai
ace-framework

🧠 Make your agents learn from experience. Now available as a hosted solution at kayba.ai

7K 2K 270
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