SkillFM LLM Cost Optimizer runs on your own machine — the client starts it, so there is no endpoint to ping. 51 installs a week from npm. Last commit 20 May 2026.
LLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon audits.
What the code does
We read the source, 5 d ago · rules 995398eba69f
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
const child = spawn(
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
This code can reach further than it looks
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
Connect this server
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add skillfm-llm-cost-optimizer-openai-anthropic-usage -- npx -y @skillfm/llm-cost-optimizer-mcp{
"mcpServers": {
"skillfm-llm-cost-optimizer-openai-anthropic-usage": {
"command": "npx",
"args": [
"-y",
"@skillfm/llm-cost-optimizer-mcp"
]
}
}
}[mcp_servers.skillfm-llm-cost-optimizer-openai-anthropic-usage]
command = "npx"
args = ["-y", "@skillfm/llm-cost-optimizer-mcp"]{
"mcpServers": {
"skillfm-llm-cost-optimizer-openai-anthropic-usage": {
"command": "npx",
"args": [
"-y",
"@skillfm/llm-cost-optimizer-mcp"
]
}
}
}{
"servers": {
"skillfm-llm-cost-optimizer-openai-anthropic-usage": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@skillfm/llm-cost-optimizer-mcp"
]
}
}
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SkillFM LLM Cost Optimizer — questions
Answers built from our own checks of this server.