AptLynxMCP server
JPT-9B Typed Decisions
hf/kirp/jpt-9b-typed-decisions
Checked 28 Oct 2026, 09:04 UTC · Hugging Face reports it running
Calibrated probabilities for typed decision questions
Working at last check
https://kirp-jpt-9b-typed-decisions.hf.space/gradio_api/mcp/
At a glance
- Type
- MCP server
- Publisher
- Not verified
- Status
- Working at last check
- Sets up in
- Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok
- Last checked
- 28 Oct 2026, 09:04 UTC
Connect it to your agent
Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.
Claude Code
claude mcp add --transport http jpt-9b-typed-decisions https://kirp-jpt-9b-typed-decisions.hf.space/gradio_api/mcp/
Claude Desktop
Settings → Connectors → Add custom connector, and paste the URL.
Codex (config.toml)
[mcp_servers.jpt-9b-typed-decisions] url = "https://kirp-jpt-9b-typed-decisions.hf.space/gradio_api/mcp/"
Gemini CLI
{"mcpServers":{"jpt-9b-typed-decisions":{"httpUrl":"https://kirp-jpt-9b-typed-decisions.hf.space/gradio_api/mcp/"}}}
Cursor
{"mcpServers":{"jpt-9b-typed-decisions":{"url":"https://kirp-jpt-9b-typed-decisions.hf.space/gradio_api/mcp/"}}}
VS Code
{"servers":{"jpt-9b-typed-decisions":{"type":"http","url":"https://kirp-jpt-9b-typed-decisions.hf.space/gradio_api/mcp/"}}}
Antigravity
agy mcp add jpt-9b-typed-decisions https://kirp-jpt-9b-typed-decisions.hf.space/gradio_api/mcp/
ChatGPT
Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.
OpenAI API (Responses tools)
{"type":"mcp","server_label":"jpt-9b-typed-decisions","server_url":"https://kirp-jpt-9b-typed-decisions.hf.space/gradio_api/mcp/","require_approval":"always"}
Grok (xAI API tools)
{"type":"mcp","server_label":"jpt-9b-typed-decisions","server_url":"https://kirp-jpt-9b-typed-decisions.hf.space/gradio_api/mcp/"}
Related MCP servers
- Rene-1 — typed decisions
Typed questions in, calibrated probabilities out - Taifoon coordination layer
Start here: a free key in one call, then a demand in words that is hired, graded and settled - kev-0.5b Decision Model
Typed questions in, calibrated probabilities out - Kev-4B Decision Model
Typed questions in, calibrated probabilities out - Jeff 1.0 Large
Calibrated decision model - state+question to probabilities - Lumma-Fev-4B Decision Model
Typed questions in, calibrated probabilities out - Intern-Decision-2B
Structured decisions with calibrated probabilities - Sieve-9B Decisions
Typed decisions with calibrated probabilities
Badge for your README
[](https://aptlynx.net/servers/hf/kirp/jpt-9b-typed-decisions)
Listing text is written by the maker; AptLynx lists tools and does not vouch for them. Find another tool · Browse by topic · For agents