io.github.troybrandonc-bit/omem
OMEM
Is the OMEM MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-31.
Memory for AI agents that tracks beliefs over time and surfaces contradictions
alive probed 2026-11-14 · unchanged since 2026-10-31
5tools
1.5ktokens in Claude Opus 5.5
0.8 %of Claude's 200k window
0.6×the median server
580 msto initialize
4 msto list tools
- Run it
- uvx omem-infrastructure@0.3.15 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- omem 1.0
- Capabilities
- tools
- Instructions
- none
- Of a 1M window
- 0.2 % of a 1M context window
- Count
- 1.5k tokens in Claude Opus 5.5, exact, measured 2026-10-17. With the Claude Code prefix mcp__…__ on each tool name: 1.5k. The o200k_base estimate is 906. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/troybrandonc-bit/Omem
- Website
- https://infrastructure.omem-cloud.com
- Registry
- active, updated 2026-09-01 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.66×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| omem_remember | 687 | 414 | 46 % |
| omem_observe | 334 | 201 | 22 % |
| omem_believes | 224 | 135 | 15 % |
| omem_recall | 179 | 108 | 12 % |
| omem_why | 80 | 48 | 5 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- RyRank io.github.trigeochiral/ryrank · alive
- Snap Router io.github.trigeochiral/snap-router · alive
- Deskwright io.github.tristanmuzzu/deskwright · needs args
- unlimited-mcp io.github.triumsebas/unlimited-mcp · crashed on start
- io.github.truecallerabreham/mcp-server-digitalocean · crashed on start
- vibatchium io.github.trueoriginlabs/vibatchium · alive
- io.github.trycoin-ai/agentrisk · needs args
- io.github.tschoonj/repology-mcp-server · needs mcp<2
Servers that mention omem.
- HomeMaster co.homemaster/homemaster · alive
- GRAFOMEM CGR Read com.grafomem/cgr-read · needs auth
- MCP AutoMem io.github.verygoodplugins/mcp-automem · needs your URL
- Plazmi gg.plazmi/plazmi · alive
- GRAFOMEM CGR Capture com.grafomem/cgr-capture · crashed on start
- HomeMortgageOnline mortgage tools com.homemortgageonline/mortgage-tools · needs auth
- io.github.DanielGuru/repomemory · crashed on start
- Exomem io.github.Artexis10/exomem · needs env
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.