io.github.330899935/apiary-memory
Apiary Memory
Is the Apiary Memory MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-13.
Local-first memory for AI agents, over MCP on your machine. Agents propose; only you confirm.
alive probed 2026-11-14 · unchanged since 2026-11-13
- Run it
- uvx apiary-memory@0.2.5 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- apiary-memory 0.2.5
- Capabilities
- tools
- Instructions
- 524 characters
- Of a 1M window
- 0.2 % of a 1M context window
- Count
- 2.4k tokens in Claude Opus 5.5, exact, measured 2026-10-27. With the Claude Code prefix mcp__…__ on each tool name: 2.5k. The o200k_base estimate is 1.5k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/330899935/apiary-memory
- Website
- https://hello-fengchao.com
- Registry
- active, updated 2026-11-13 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.60×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| say | 576 | 361 | 24 % |
| recall | 562 | 352 | 23 % |
| propose | 434 | 272 | 18 % |
| manage | 311 | 195 | 13 % |
| board | 278 | 174 | 12 % |
Compare this server with others, or with the servers that share its tool set.
Same tool set as 1 other server
These registry entries have the same tool names and the same schema sizes.
- io.github.330899935/hive-memory pypi.org
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- Sentieri e condizioni di montagna io.github.19Alma98/trekking-mcp · alive
- Sn1per MCP Server: pentest, recon and attack surface scanning io.github.1N3/sn1per-mcp · crashed on start
- io.github.214140846/skillhub-mcp · crashed on start
- Imprint PDF io.github.263311487-ux/imprint-pdf · crashed on start
- Memory Hive io.github.330899935/hive-memory · alive
- loci io.github.3M1RY33T/loci · needs args
- io.github.3xpr1ment/repiscope · needs args
- MCP KQL Server io.github.4R9UN/mcp-kql-server · alive
Servers that mention apiary or memory.
- io.github.apiarya/wemo · needs mcp<2
- Balcones Apiary Co.: Managed hive placement and agricultural valuation support com.forevenza.services/balconesapiary · alive
- 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
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.