mcpcost

io.github.ragionex/memory-mcp

ragionex-memory-mcp

Is the io.github.ragionex/memory-mcp MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-08.

Self-learning memory for AI agents, powered by the Ragionex context engine.

alive probed 2026-11-14 · unchanged since 2026-11-08

11tools
4.9ktokens in Claude Opus 5.5
2.4 %of Claude's 200k window
1.9×the median server
398 msto initialize
24 msto list tools
Run it
npx -y @ragionex/memory-mcp@0.9.0 (stdio, probed in a container with the network off)
Host
npmjs.com
Reports itself as
ragionex-memory-mcp 0.9.0
Capabilities
tools
Instructions
1 392 characters
Of a 1M window
0.5 % of a 1M context window
Count
4.9k tokens in Claude Opus 5.5, exact, measured 2026-10-28. With the Claude Code prefix mcp__…__ on each tool name: 5.0k. The o200k_base estimate is 3.0k. Counted again when the tool definitions change. Method.
Repository
https://github.com/ragionex/memory-mcp
Registry
active, updated 2026-11-08 · registry entry

Most expensive tools

The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.65×.

Tool≈ Claude tokenso200k estimateShare of this server
ragionex_recall_memory1 05564122 %
ragionex_list_memories84851517 %
ragionex_memory_versions51531311 %
ragionex_restore_memory4462719 %
ragionex_update_memory4052468 %

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