MCP server

Gero-4B

hf/vixhal-baraiya/gero-4b

Checked 26 Oct 2026, 08:30 UTC · Hugging Face reports it running

Calibrated probabilities for decisions, no generated text

Working at last check

https://vixhal-baraiya-gero-4b.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: 26 Oct 2026, 08:30 UTC

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 gero-4b https://vixhal-baraiya-gero-4b.hf.space/gradio_api/mcp/

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.gero-4b]
url = "https://vixhal-baraiya-gero-4b.hf.space/gradio_api/mcp/"

Gemini CLI

{"mcpServers":{"gero-4b":{"httpUrl":"https://vixhal-baraiya-gero-4b.hf.space/gradio_api/mcp/"}}}

Cursor

{"mcpServers":{"gero-4b":{"url":"https://vixhal-baraiya-gero-4b.hf.space/gradio_api/mcp/"}}}

VS Code

{"servers":{"gero-4b":{"type":"http","url":"https://vixhal-baraiya-gero-4b.hf.space/gradio_api/mcp/"}}}

Antigravity

agy mcp add gero-4b https://vixhal-baraiya-gero-4b.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":"gero-4b","server_url":"https://vixhal-baraiya-gero-4b.hf.space/gradio_api/mcp/","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"gero-4b","server_url":"https://vixhal-baraiya-gero-4b.hf.space/gradio_api/mcp/"}

Hunch
Calibrated judgments for text: yes/no probabilities, picks from your options, or scores.
Sieve-9B Decisions
Typed decisions with calibrated probabilities
Amos 1 Medium Decision
Typed decisions with calibrated probabilities
Intern-Decision-4B
Structured decisions with calibrated probabilities
Intern-Decision-0.8B
Structured decisions with calibrated probabilities
Intern-Decision-2B
Structured decisions with calibrated probabilities
cribl-decision-1.0
Calibrated probabilities over the options you supply
Rene-1 — typed decisions
Typed questions in, calibrated probabilities out

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