Cognicore
CogniCore — Memory and Replay Infrastructure for AI Agents
Cognicore launched on June 15, 2026 with 1 votes.
What it does
CogniCore is an open-source runtime that helps AI agents learn from experience without changing the model. It adds persistent memory, replay, reflection, and failure-aware retrieval so agents can avoid repeating mistakes and improve over time. Benchmarks showed performance improving from 38% to 95% with memory enabled. Now includes MCP support for Claude Desktop, Cursor, and other AI tools. Our mission is simple: help agents stop making the same mistake twice.
Memory operating system for AI agents — persistent memory, BM25 search, atomic decomposition, reflection engine, immune system. Zero API calls. 89% fewer tokens than alternatives. MCP + LangChain + OpenAI SDK. - cognicore-dev/cognicore-env
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