What is this?
MemCode is memory infrastructure for AI: it gives agents, copilots, applications and workflows persistent memory that survives sessions, context windows, and even model changes.
MemCode is memory infrastructure for AI: it gives agents, copilots, applications and workflows persistent memory that survives sessions, context windows, and even model changes.Is this a library I import, or a hosted platform?It is a memory infrastructure layer with its own dashboard app (app.memcode.in) that other agents, copilots and apps connect to for storing and retrieving memory, rather than a simple in-process library.
It is a memory infrastructure layer with its own dashboard app (app.memcode.in) that other agents, copilots and apps connect to for storing and retrieving memory, rather than a simple in-process library.How do I get the dashboard running locally?Clone the repo, install dependencies with npm, copy the provided environment template and fill in your own values, then start the dev server; the production build runs TypeScript validation before generating a Vite bundle.
Clone the repo, install dependencies with npm, copy the provided environment template and fill in your own values, then start the dev server; the production build runs TypeScript validation before generating a Vite bundle.Do I need anything besides Node.js and npm?Just Node.js and npm as prerequisites, plus your own environment variables configured locally - production credentials or private keys should never be committed.
Just Node.js and npm as prerequisites, plus your own environment variables configured locally - production credentials or private keys should never be committed.Is this ready for production use right now?No, MemCode is still under active development, so its APIs, interfaces and infrastructure may change as the team improves retrieval quality, memory evaluation, integrations and developer experience.
No, MemCode is still under active development, so its APIs, interfaces and infrastructure may change as the team improves retrieval quality, memory evaluation, integrations and developer experience.Who controls access to the memories it stores?MemCode is designed to be governed with explicit access and retention controls rather than leaving stored memories open-ended.
MemCode is designed to be governed with explicit access and retention controls rather than leaving stored memories open-ended.Why not just use a bigger context window instead of this?A larger prompt only extends what one session can see; MemCode's memory persists across sessions, context windows and even model changes, so agents keep decisions and preferences long after a conversation ends.
A larger prompt only extends what one session can see; MemCode's memory persists across sessions, context windows and even model changes, so agents keep decisions and preferences long after a conversation ends.What does 'selective' memory mean for MemCode?Instead of logging everything, the system is built to decide what deserves to be remembered, so retrieval stays focused on important decisions and learned knowledge rather than noise.
Instead of logging everything, the system is built to decide what deserves to be remembered, so retrieval stays focused on important decisions and learned knowledge rather than noise.How can stored memories be retrieved?Memory is queryable through both semantic retrieval (search by meaning) and structured retrieval (search by fields), and it is meant to be inspectable by the people operating the system.
Memory is queryable through both semantic retrieval (search by meaning) and structured retrieval (search by fields), and it is meant to be inspectable by the people operating the system.Is MemCode open source?Yes, the repository is released under the MIT license, though the main way to use it today is the hosted dashboard at app.memcode.in.
Yes, the repository is released under the MIT license, though the main way to use it today is the hosted dashboard at app.memcode.in.What are similar projects?EverOS, hindsight, Tiersense, mem0, supermemory, memoket-kite, Athena-Public, capsule-memory
EverOS, hindsight, Tiersense, mem0, supermemory, memoket-kite, Athena-Public, capsule-memoryWhich topics is it in?persistent-memory, llm-memory, memory-system, ai-memory, long-term-memory, infrastructure, context-engineering, saas, semantic-search, cloudflare, agent-memory, memory
persistent-memory, llm-memory, memory-system, ai-memory, long-term-memory, infrastructure, context-engineering, saas, semantic-search, cloudflare, agent-memory, memory