Memcell
Living memory for AI coding agents: recall before acting, report outcomes so confidence is earned.
- Transport
- Not stated
- Package
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- Registry id
- ai.memcell/memcell
No install snippet on purpose. A working MCP config is a command, its arguments and an environment block — the last two are where API keys live, so this catalogue never stores them and cannot publish them. Follow the link above for the authors' own instructions.
MemCell anchors AI agents to a repository's real architecture, conventions, and past fixes before they write code. MemCell distills raw terminal crashes into atomic single-line invariants. MemCell uses a Bayesian feedback loop to assign and adjust confidence scores for each reflex.
MemCell integrates with Claude Code, Cursor, GitHub Copilot, Codex, Windsurf, and any tool supporting Model Context Protocol. MemCell is open-source under the Apache-2.0 license. MemCell offers generous free limits with no credit card required.
MemCell propagates invariants across all active agent runtimes in 11ms (p99).
Summary drafted from the project's own website. Every sentence is backed by text on that page and was reviewed before publishing.