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The Stack · Roundup

The best memory & context (managed) for AI agents

Hosted long-term memory and context services for stateful agents. Ranked by community traction, with live GitHub stars and what each is best at.

Short answer: the best memory & context (managed) for AI agents by community traction is Cloudflare Agent Memory (★ 0), followed by Graphlit and LangMem.

Managed persistent memory service for agents built on Durable Objects + Vectorize, handling extraction, storage, search, and summarization. Best for agent builders.

2. Graphlit

★ 0 ·

Cloud-native context layer that ingests documents, audio, video, and web data into semantic memory retrievable by agents via one API. Best for agent builders.

3. LangMem

★ 0 ·

Open-source SDK from LangChain that gives LangGraph agents long-term memory (extraction, search, prompt optimization) in your own store. Best for agent builders.

4. Letta Cloud

★ 0 ·

Fully-managed API for stateful agents that manage their own memory like an OS (context = RAM, archival = disk) and self-improve over time. Best for agent builders.

5. Mem0 (Cloud)

★ 0 ·

Universal memory layer that adds persistent, personalized long-term memory to AI agents and apps in a few lines of code. Best for agent builders.

6. Memobase

★ 0 ·

User-profile-based long-term memory that batches conversations into structured profiles to personalize LLM apps cheaply and fast. Best for agent builders.

7. Pinecone Assistant

★ 0 ·

Managed knowledge/context layer on Pinecone that ingests files and serves grounded chat + context retrieval for production AI apps. Best for agent builders.

Redis-based dual-tier memory (working + long-term semantic) server and managed context engine for agents, with LangCache semantic caching. Best for agent builders.

9. Supermemory

★ 0 ·

Hosted universal memory API that stores, indexes, and retrieves long-term context, RAG, and user profiles for AI apps with one API. Best for agent builders.

10. Vertex AI Memory Bank

★ 0 ·

Google Cloud's managed long-term memory for agents (Agent Engine) that uses Gemini to extract facts and preferences scoped per user. Best for agent builders.

11. Zep Cloud

★ 0 ·

Temporal knowledge-graph memory for agents that tracks what was true and when, engineered from chat history and business data. Best for agent builders.

12. cognee

★ 0 ·

Open-source AI memory platform that builds a knowledge-graph-plus-vector memory for agents via a self-improving cognify pipeline. Best for agent builders.

Best memory & context (managed) — FAQ

What is the best memory & context (managed) for AI agents?

By community traction, Cloudflare Agent Memory (★ 0) leads the memory & context (managed) in our directory. Managed persistent memory service for agents built on Durable Objects + Vectorize, handling extraction, storage, search, and summarization.

What is the best open-source memory & context (managed)?

Cloudflare Agent Memory is the most-starred open-source option; Graphlit and LangMem are strong runners-up.

Which memory & context (managed) has the most GitHub stars?

Cloudflare Agent Memory, at ★ 0 (live count).

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