Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "agent-memory-kits": {
      "command": "uvx",
      "args": [
        "agent-memory-kits"
      ]
    }
  }
}

Or install with pip: pip install agent-memory-kits

README Excerpt

> **Persistent local-first memory, receipt-backed compaction, and claim/evidence provenance — for every AI coding agent.** > One repo, three companion MCP servers, nine agent hosts. AI coding agents forget everything between sessions. This repo fixes that. Day 1 is empty. That is by design, not a bug. The recall hook gates on `SM_RECALL_MINTOP=0.58` cosine — an empty store returns nothing, and the hook fails open (no output, no block) on every prompt until the store has facts worth recalling. Th

Tools (16)

CONTEXT_GOVERNOR_BUDGET_MODECONTEXT_GOVERNOR_STORECONTEXT_GOVERNOR_TARGET_TOKENSSEMANTIC_MEMORY_DIRSEMANTIC_MEMORY_HOOK_DEBUGSEMANTIC_MEMORY_HTTP_PORTSEMANTIC_MEMORY_MCP_BINSEMANTIC_MEMORY_TOOL_PROFILESEMANTIC_MEMORY_TURBO_QUANTSEMANTIC_MEMORY_TURBO_QUANT_BITSSEMANTIC_MEMORY_TURBO_QUANT_PROJECTIONSSM_RECALL_ABSFLOORSM_RECALL_BANDSM_RECALL_MAXHITSSM_RECALL_MINTOPSM_RECALL_SCOREREL

agent-memory-kits

Quick Install

README Excerpt

Tools (16)

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