io.github.TeleAI-UAGI/telemem
telemem
Is the io.github.TeleAI-UAGI/telemem MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-31.
Long-term and multimodal memory for AI agents - character-aware, mem0-compatible, fully-local option
alive probed 2026-11-14 · unchanged since 2026-10-31
- Run it
- uvx telemem@1.10.1 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- telemem 1.10.1
- Capabilities
- prompts, resources, tools
- Instructions
- 372 characters
- Of a 1M window
- 0.2 % of a 1M context window
- Count
- 2.4k tokens in Claude Opus 5.5, exact, measured 2026-10-17. With the Claude Code prefix mcp__…__ on each tool name: 2.5k. The o200k_base estimate is 1.3k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/TeleAI-UAGI/telemem
- Registry
- active, updated 2026-10-23 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.89×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| add_memory | 688 | 364 | 29 % |
| search_memories | 492 | 260 | 21 % |
| get_memories | 344 | 182 | 14 % |
| delete_all_memories | 297 | 157 | 12 % |
| update_memory | 221 | 117 | 9 % |
Compare this server with others.
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Other registry entries on pypi.org, the ones next to this name; all of them.
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- io.github.ThaiTrevor/gold-mcp · alive
Servers that mention compatible or multimodal.
- Everway MCP Server ai.everway/everway-mcp-server · needs auth
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- Sleepwalker ai.sleepwalker/sleepwalker · needs auth
- Contendeo app.contendeo/contendeo · needs auth
- Ledgy app.ledgy/ledgy · needs auth
- Manilo app.manilo/manilo · needs auth
- Scope (Legal) bid.scope/legal · needs auth
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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.