Memory AI Agents — Live TrendScore Rankings
Top 5 in Memory
open-webui
🚀RISING FASTopen-webui/
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
awesome-llm-apps
🚀RISING FASTShubhamsaboo/
100+ AI Agent & RAG apps you can actually run — clone, customize, ship.
ragflow
🚀RISING FASTinfiniflow/
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
evolver
🚀RISING FASTEvoMap/
The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai
letta
🚀RISING FASTletta-ai/
Letta is the platform for building stateful agents: AI with advanced memory that can learn and self-improve over time.
All 9 Agents — Sorted by Weekly Velocity
Upsonic
🚀RISING FASTUpsonic/
Build autonomous AI agents in Python.
doc-to-lora
🚀RISING FASTSakanaAI/
Hypernetworks that update LLMs to remember factual information
julep
julep-ai/
Deploy serverless AI workflows at scale. Firebase for AI agents
holaOS
holaboss-ai/
An Open Agent Computer for ANY digital work.
Frequently Asked Questions
What are Memory agents?
Memory agents are AI frameworks specialized in memory tasks. They leverage large language models and specialized tools to automate, reason, and act within their domain.
How do Memory agents rank on TrendingBots?
Agents in this category are ranked by TrendScore, a composite of velocity, adoption, community health, maintenance, and contributor activity. Higher scores indicate frameworks with real momentum.
What makes a good memory agent?
Look for active maintenance, responsive error handling, broad integration support, and strong community backing. TrendScore components like velocity and adoption give you a data-driven view of which frameworks are gaining traction.
Rankings update every 6 hours. How we rank agents · All categories
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