Ai Model Experiments MCP Server
by pipeworx-ioio.github.pipeworx-io/ai-model-experimentsv0.1.2
AI Model Experiments MCP ('Model Lab') — run the same prompts across many
context tax
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security
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cold start
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freshness
Active14d ago
Install Ai Model Experiments MCP server
Install in Claude Code
claude mcp add ai-model-experiments -- npx -y @pipeworx/mcp-ai-model-experimentsInstall in Cursor
{
"mcpServers": {
"ai-model-experiments": {
"command": "npx",
"args": [
"-y",
"@pipeworx/mcp-ai-model-experiments"
]
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (project).
Install in Claude Desktop
{
"mcpServers": {
"ai-model-experiments": {
"command": "npx",
"args": [
"-y",
"@pipeworx/mcp-ai-model-experiments"
]
}
}
}Settings → Developer → Edit Config (claude_desktop_config.json), then restart.
Install in VS Code
{
"servers": {
"ai-model-experiments": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@pipeworx/mcp-ai-model-experiments"
]
}
}
}Add to .vscode/mcp.json in your workspace.
Install in Windsurf
{
"mcpServers": {
"ai-model-experiments": {
"command": "npx",
"args": [
"-y",
"@pipeworx/mcp-ai-model-experiments"
]
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
Remote endpoints
- streamable-http
https://gateway.pipeworx.io/ai-model-experiments/mcp
Freshness
Active — last maintenance signal 14d ago. The newest of the signals below sets the band.
Last commit (default branch)
2026-09-25 · 14d ago · GitHub
Latest release
no data · GitHub
Package published
no data · npm/PyPI
Registry entry updated
2026-09-25 · 14d ago · official registry · v0.1.2
FAQ
›How do I install the Ai Model Experiments MCP server in Claude Code?
Run: claude mcp add ai-model-experiments -- npx -y @pipeworx/mcp-ai-model-experiments. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.
›Does Ai Model Experiments require an API key?
No required environment variables are declared in its published metadata.
›Can I use Ai Model Experiments as a remote (hosted) MCP server?
Yes — it offers both a hosted endpoint and a local stdio package.
›Is Ai Model Experiments in the official MCP registry?
Yes, as io.github.pipeworx-io/ai-model-experiments.