R
run.fitllm/fitllm
fitllm
Will this LLM fit on your GPU, multi-GPU rig or Mac? Exact VRAM & KV-cache math. Read-only.
No known CVEs
MIT license
Actively maintained
Last commit 4d ago
Works with most clients
Transport: http
4 tools · ~171 tok
Grade A · 0.1% of 200K ctx
MCPpedia last refreshed this data
run.fitllm/fitllm is an MCP server that will this LLM fit on your GPU, multi-GPU rig or Mac? Exact VRAM & KV-cache math. Read-only. Its tool list has not been published yet over http, requires no API key, and scores 87/100 on MCPpedia's security, maintenance and efficiency rubric.
Step 1
Install in your client
Config is the same across clients - only the file and path differ.
CD
Supported in Claude Desktophttp · Node 18+
Paste into ~/Library/Application Support/Claude/claude_desktop_config.json
{
"mcpServers": {
"run-fitllm-fitllm": {
"args": [
"-y",
"fitllm"
],
"command": "npx"
}
}
}Are you the author?
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[](https://mcppedia.org/s/run-fitllm-fitllm)
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What run.fitllm/fitllm does
Will this LLM fit on your GPU, multi-GPU rig or Mac? Exact VRAM & KV-cache math. Read-only.
Test This Server
Run this in your terminal to verify the server starts. Then let us know if it worked - your result helps other developers.
npx -y 'fitllm' 2>&1 | head -1 && echo "✓ Server started successfully"
After testing, let us know if it worked:
Scored, not listed
Why this score
Five weighted categories - click any category to see the underlying evidence.
Score breakdown
87/100across 5 weighted dimensions
0255075100
30
12
20
15
10
−13
Security
Maintenance
Efficiency
Documentation
Compatibility
Categoriesclick a row to see evidence
Security
OSV.devNo known CVEs.
Checked fitllm against OSV.dev.
Inventory
Tools (4)
Click any tool to inspect its schema.
~171 tokens total
Community
Reviews
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Frequently Asked Questions
- Is run.fitllm/fitllm safe to use?
- run.fitllm/fitllm has no known CVEs as of the latest MCPpedia security scan. Authentication requirements were not detected automatically - check the project's documentation before connecting in a shared environment. Licensed under MIT.
- How do I install run.fitllm/fitllm?
- run.fitllm/fitllm supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
- What can run.fitllm/fitllm do?
- run.fitllm/fitllm provides 4 tools: ChatGPT, Verification, Principles, License. See the full tools list on the server page for descriptions and parameters.
- What AI clients work with run.fitllm/fitllm?
- run.fitllm/fitllm is compatible with claude-desktop, cursor, claude-code. It uses http transport.
- Is run.fitllm/fitllm actively maintained?
- run.fitllm/fitllm is actively maintained - last commit was 4 days ago. It has 8 GitHub stars.
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Community
Discussion
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