# vibescience-mcp

> vibescience-mcp — antonixo-vibescience-mcp. Use this tool when you need to manage and query scientific experiment data, store predictions and causal claims, and calibrate intuition through diagnostics. It solves problems of data organization, causal map creation, and intuition refinement, providing a queryable interface for inputs like experiment logs and outputs like verdicts and calibrated models. Ideal for use in scientific research and experimentation contexts where data-driven decision making is crucial.

Canonical page: https://skillsregistry.net/skills/antonixo-vibescience-mcp  
JSON: https://api.skillsregistry.net/v1/skills/antonixo-vibescience-mcp

## Description

A scientific experiment log MCP server for AI agents that stores predictions, causal claims, and verdicts, enabling queryable causal maps and calibration of intuition over diagnostics.

## Trust

- **Trust score (0–1):** 0.66
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/t7fbu780fb)
- **Repository:** <https://github.com/AntonIXO/vibescience-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "antonixo-vibescience-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/antonixo-vibescience-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/antonixo-vibescience-mcp/pull`

---
SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt