ai.com.nlp/open-model-catalog
NLP.COM.AI Open Model Catalog
Is the NLP.COM.AI Open Model Catalog MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-26.
Search curated open-weight AI model releases, licenses, architectures, and primary sources.
alive probed 2026-11-15 · unchanged since 2026-10-26 · HTTP 200
- Endpoint
- https://nlp.com.ai/mcp (streamable-http)
- Host
- nlp.com.ai
- Protocol
- 2025-11-25
- Reports itself as
- nlp-com-ai-open-model-catalog 1.0.0
- Capabilities
- tools
- Instructions
- 184 characters
- Of a 1M window
- <0.1 % of a 1M context window
- Count
- 505 tokens in Claude, exact, measured 2026-10-25. With the Claude Code prefix mcp__…__ on each tool name: 541. The o200k_base estimate is 273. Counted again when the tool definitions change. Method.
- Registry
- active, updated 2026-10-18 · registry entry
- Changes
- 2 recorded, reachable in 2 of them. A row is added when the result, the tool count or the cost changes.
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.85×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| search_models | 200 | 108 | 40 % |
| recent_models | 163 | 88 | 32 % |
| get_model | 142 | 77 | 28 % |
Compare this server with others.
More servers
Servers that mention catalog.
- Graffeo Coffee Roasting ai.agenticshelf/graffeo · server error
- Agentic Shelf ai.agenticshelf/mcp · server error
- PuroAir ai.agenticshelf/puroair · server error
- AirShelf Catalog ai.airshelf/catalog · alive
- ai.askmiles/catalog · alive
- ai.baselight/baselight · no DNS
- Epox ai.epox/mcp · needs auth
- ai.matih/mcp · needs auth
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-25 19:50 | alive | 645 ms | 3 | 505 | 273 |
| 2026-10-19 09:58 | alive | 134 ms | 3 | 273 |
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.
Fixed something? Probe it now, with the same steps as the daily run. This page updates with the next daily run.