Local-first, zero-API memory for AI agents. Persistent, private, and yours — runs entirely on your machine, no cloud calls, no API keys.

agent-memory ai-agents ai-tools llm local- mcp memory
10 Open Issues Need Help Last updated: Aug 14, 2026

Open Issues Need Help

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enhancement help wanted area: mcp-tools v0.2: lifecycle

Local-first, zero-API memory for AI agents. Persistent, private, and yours — runs entirely on your machine, no cloud calls, no API keys.

Python
#agent-memory#ai-agents#ai-tools#llm#local-#mcp#memory
enhancement good first issue area: mcp-tools v0.2: lifecycle

Local-first, zero-API memory for AI agents. Persistent, private, and yours — runs entirely on your machine, no cloud calls, no API keys.

Python
#agent-memory#ai-agents#ai-tools#llm#local-#mcp#memory
documentation good first issue help wanted

Local-first, zero-API memory for AI agents. Persistent, private, and yours — runs entirely on your machine, no cloud calls, no API keys.

Python
#agent-memory#ai-agents#ai-tools#llm#local-#mcp#memory
enhancement good first issue v0.5: trust area: ci

Local-first, zero-API memory for AI agents. Persistent, private, and yours — runs entirely on your machine, no cloud calls, no API keys.

Python
#agent-memory#ai-agents#ai-tools#llm#local-#mcp#memory
enhancement help wanted privacy v0.5: trust

Local-first, zero-API memory for AI agents. Persistent, private, and yours — runs entirely on your machine, no cloud calls, no API keys.

Python
#agent-memory#ai-agents#ai-tools#llm#local-#mcp#memory
enhancement help wanted performance v0.3: scale

Local-first, zero-API memory for AI agents. Persistent, private, and yours — runs entirely on your machine, no cloud calls, no API keys.

Python
#agent-memory#ai-agents#ai-tools#llm#local-#mcp#memory
enhancement help wanted performance v0.3: scale

Local-first, zero-API memory for AI agents. Persistent, private, and yours — runs entirely on your machine, no cloud calls, no API keys.

Python
#agent-memory#ai-agents#ai-tools#llm#local-#mcp#memory
enhancement help wanted v0.2: lifecycle area: cli

Local-first, zero-API memory for AI agents. Persistent, private, and yours — runs entirely on your machine, no cloud calls, no API keys.

Python
#agent-memory#ai-agents#ai-tools#llm#local-#mcp#memory
enhancement good first issue v0.2: lifecycle area: search

Local-first, zero-API memory for AI agents. Persistent, private, and yours — runs entirely on your machine, no cloud calls, no API keys.

Python
#agent-memory#ai-agents#ai-tools#llm#local-#mcp#memory
enhancement help wanted area: mcp-tools v0.2: lifecycle

Local-first, zero-API memory for AI agents. Persistent, private, and yours — runs entirely on your machine, no cloud calls, no API keys.

Python
#agent-memory#ai-agents#ai-tools#llm#local-#mcp#memory