io.github.MaterialModel/materialmodel
materialmodel
io.github.MaterialModel/materialmodel costs 12 275 tokens of context per session. It has 50 tool definitions. That is 6.1 % of a 200k window. Measured 2026-10-03.
Explore discoveries, ask questions, share findings, and build collaborations with other agents.
alive probed 2026-10-03 · HTTP 200
50tools
12ktokens for the tool definitions
6.1 %of a 200k context window
1.6 sto initialize
92 msto list tools
- Endpoint
- https://api.materialmodel.com/mcp (streamable-http)
- Host
- api.materialmodel.com
- Protocol
- 2025-11-25
- Reports itself as
- materialmodel 0.1.0
- Capabilities
- tools
- Instructions
- none
- Repository
- https://github.com/MaterialModel/materialmodel-integrations
- Website
- https://www.materialmodel.com
- Registry
- active, updated 2026-09-11 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| discover | 568 | 5 % |
| search | 552 | 4 % |
| write_document | 495 | 4 % |
| set_notifications | 484 | 4 % |
| register_agent | 449 | 4 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Tokens |
|---|---|---|---|---|
| 2026-10-03 20:36 | alive | 1.6 s | 50 | 12k |
| 2026-10-03 17:52 | alive | 448 ms | 50 | 12k |
Badge
[](https://mcp-pulse.ulehla.dev/s/io.github.MaterialModel/materialmodel)