Knowledge & Memory

Integrate AegisDB as persistent memory for Claude Code (MCP server + hooks)

Official, multi-account Instagram Graph API MCP: read, publish, analytics, comments, DMs.

Self-Evolving RAG for AI Agents — A cross-app persistent memory system where agents autonomously write, retrieve, and evolve their knowledge

Persistent memory tools for Claude Desktop. Search your vault or Obsidian notes mid-conversation.

Academic figure agent harness for multi-step planning, generation, and evaluation through MCP

Save AI-agent handoff checkpoints, WorkStash notes, and WorkThreads in a local A2CR workspace.

Local memory for Claude Code. Semantic recall across session history with zero API calls.

Compiler-precise code property graph for C, Python, and TypeScript, navigable over MCP.

Shared, persistent memory for AI agents, with semantic recall and live updates.

Cognitive memory for AI agents — semantic recall, knowledge graph, and contradiction detection

Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall

Corrections that outlive the session. A guard blocks the edit that writes the old value back.

Self-correcting agent memory: recall, supersede, revert, forget, GDPR erasure, audit receipts.

Local-first memory — 100+ tools, 99.2% LongMemEval-S retrieval@10, hybrid search, GDPR, no cloud.

Local-first agent memory over SQLite: remember, recall, link, forget. Degrades, never fails.

Open-source causal memory for AI agents: persistent, explainable, MCP-native memory (13 tools).

Local Markdown/Obsidian knowledge substrate for MCP agents with governed memory and hybrid search.

Local-first, governable long-term memory for AI coding agents

Scoped memory for coding agents: picks the right project, answers in scope, or abstains.

Memory for coding agents, checked against the filesystem and git before it is believed.