io.github.fernandogarzaaa/agent-as-model
agent-as-model
Is the agent-as-model MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-01.
A true MCP server where the agent is the model and the API key. No API keys.
alive probed 2026-11-14 · unchanged since 2026-11-01
- Run it
- uvx agent-as-model@0.2.0 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- agent-as-model 0.1.0
- Capabilities
- prompts, resources, tools
- Instructions
- 120 characters
- Of a 1M window
- 1.1 % of a 1M context window
- Count
- 11k tokens in Claude, exact, measured 2026-10-25. With the Claude Code prefix mcp__…__ on each tool name: 11k. The o200k_base estimate is 6.4k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/fernandogarzaaa/agent-as-model
- Registry
- active, updated 2026-10-19 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.68×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| responses_create | 3 499 | 2 081 | 33 % |
| messages_create | 2 930 | 1 743 | 27 % |
| chat_complete | 2 698 | 1 605 | 25 % |
| generate | 1 491 | 887 | 14 % |
| list_models | 84 | 50 | 1 % |
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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- LLM Preflight io.github.feronovak/llm-preflight · needs args
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- ChipsAI MCP Server io.github.fgasparetto/chipsai-mcp · needs mcp<2
Servers that mention where or keys.
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- Affiliate Networks MCP ai.agenticaffiliate/affiliate-networks-mcp · needs auth
- Caulo ai.caulo/caulo · needs auth
- ai.canaryusers/canaryusers · alive
- Daishi Studio ai.daishi/studio · needs auth
- fenbs ai.fenbs/fenbs · needs auth
- ai.gregbenza/meet · alive
- MegaLens ai.megalens/mcp · needs auth
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.