Embedded MCP for AI Agents
Bring Cloptima cost intelligence into the AI tools your team already uses, without running extra infrastructure.
What You Can Do With It
Ask Cost Questions in Natural Language
Connect Cloptima to your AI workflow so people can explore cost questions without switching tools.
What changed in spend this week?
Which cloud accounts are trending up?
Show me our biggest anomaly right now.
Bring Cost Context into Engineering Workflows
Use AI tools to pull cost context into incident review, deployment review, and daily engineering decisions.
Review Kubernetes cost by namespace.
Inspect current recommendations.
Check spend before or after a release.
Keep Control in Your Environment
Cloptima MCP runs as a local process, so setup is simple and control stays with your team.
Run the server locally with your existing token.
Use read-only mode for safer agent access.
Avoid managing a separate hosted MCP service.
What Your AI Tool Can Access
Spend and Visibility
Help users ask for current spend, account health, trend summaries, and top cost drivers without leaving their AI tool.
Anomalies and Recommendations
Let agents investigate unusual spend, surface optimization opportunities, and summarize where savings are available.
Kubernetes Cost Context
Bring namespace, workload, and cluster cost context into engineering conversations and operational review.
Operational Checks
Support workflows around budgets, billing health, team attribution, and other recurring cost checks.
Works with MCP Clients
Claude Desktop, Cursor, Cline, and custom agent runtimes can all connect through stdio transport.
Built on the CLI You Already Use
MCP is included in the same Cloptima binary, so local setup is straightforward for engineering teams.
Token-Based Auth
Reuse CLOPTIMA_ACCESS_TOKEN with existing PAT controls, expiry, and revocation from your Cloptima settings.
Local and Lightweight
Your AI client launches cloptima mcp serve locally. Use --read-only when you want a safer default for agent access.
Quick Setup
# Shared MCP server command
cloptima mcp serve
cloptima mcp serve --read-only
# Claude Desktop / Cursor / Cline MCP server entry
{
"mcpServers": {
"cloptima": {
"command": "cloptima",
"args": ["mcp", "serve"],
"env": {
"CLOPTIMA_ACCESS_TOKEN": "pat_..."
}
}
}
}Typical prompts include: "What changed in spend this week?", "Show me our top anomaly", and "Break down Kubernetes cost by namespace."
FAQ
Bring Cost Intelligence to Your AI Stack
Bring LLM FinOps, governed model access, and cloud cost optimization into one operating model.