io.semurg/agent-memory
Semurg agent memory
Is the Semurg agent memory MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-04.
Self-hosted memory for AI agents over MCP: knowledge graph, vectors, graph RAG, cited answers.
alive probed 2026-11-14 · unchanged since 2026-11-04
- Run it
- uvx semurg@0.1.6 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- semurg r11.129.20261026.2524157
- Capabilities
- tools
- Instructions
- 3 227 characters
- Of a 1M window
- 1.6 % of a 1M context window
- Count
- 16k tokens in Claude Opus 5.5, exact, measured 2026-10-29. With the Claude Code prefix mcp__…__ on each tool name: 16k. The o200k_base estimate is 11k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/One-Semurg/semurg-mcp
- Website
- https://one.semurg.io/blog/semurg-agent-memory-over-mcp
- Registry
- active, updated 2026-11-03 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.49×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| memory_remember | 2 956 | 1 985 | 18 % |
| memory_context | 2 147 | 1 442 | 13 % |
| memory_forget | 1 566 | 1 052 | 10 % |
| memory_recall | 1 526 | 1 025 | 9 % |
| memory_document | 758 | 509 | 5 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
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- Google Ads MCP io.scalably/google-ads-mcp · alive
- Google Search Console MCP io.scalably/gsc-mcp · alive
- Shopify MCP io.scalably/shopify-mcp · crashed on start
- io.slingdata/sling-cli · needs network
- SourceMed io.sourcemed/sourcemed · alive
- AOTrust Notarization & Evidence Server link.aotrust/notary · not probed
- Jitters the VibeCoder lol.vibeoverflow/jitters · alive
Servers that mention memory.
- AgentPlaybooks ai.agentplaybooks/agentplaybooks · needs auth
- Ambix ai.ambix/ambix · needs auth
- Atlaso Memory ai.atlaso/mcp · needs auth
- ai.butlerbrain/mcp · needs auth
- Contexel ai.contexel/contexel · needs auth
- Daystruct ai.daystruct.api/daystruct · alive
- DoneThat ai.donethat/donethat · needs auth
- ai.dataecho/mcp · alive
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.