Synlake

{
  "status": "success",
  "recommendation": {
    "provider": "aws",
    "instance": "t3.medium",
    "region": "us-east-1",
    "monthly_cost": 29.95,
    "execution_kit": {
      "terraform_hcl": "resource \"aws_instance\"...",
      "cli_command": "aws ec2 run-instances...",
      "validation": "passed"
    }
  },
  "alternatives": 4,
  "guardrails": "budget_ok | region_ok"
}

Live on MCP Registry Live on Smithery 100 free API calls / month 3 cloud providers normalized

curl -X POST https://api.synlake.ai/v1/infrastructure/query \
  -H "Content-Type: application/json" \
  -d '{"intent":"compute","service":"compute","requirements":{"vcpus_min":2,"memory_gb_min":4},"constraints":{"budget_monthly_max":100,"providers":["aws"]}}'

Cloud infrastructure wasn'tdesigned for agents.

Today's stack assumes a human at a dashboard. Autonomous agents need machine-ready data — normalized, costed, and executable.

Fragmented data sources

AWS, Azure, and GCP each expose different schemas, pricing models, and APIs. Agents waste cycles on adapters.

No machine-ready standard

Cloud documentation is for humans. Without a normalized JSON contract, every integration is bespoke glue code.

Manual execution loop

Agents can plan but can't safely act. No cost guardrails, no validation — a human stays in the loop.

One API for every cloud.

Normalize, execute, validate, and audit — all from a single endpoint.

Multi-cloud normalization

Unified JSON schema across AWS, Azure, and GCP. One contract for compute, storage, and databases — always machine-ready, always current.

View schema docs →

{
  "service": "compute",
  "provider": "aws",
  "instance": "t3.medium",
  "specs": {
    "vcpus": 2,
    "memory_gb": 4,
    "network": "moderate"
  },
  "price_per_hour": 0.0416,
  "regions": ["us-east-1", "eu-west-1"]
}

Automatic execution kits

Terraform HCL, CLI commands, and API calls — generated and validated on demand. Ready to run, no glue code.

Quickstart guide →

# Terraform HCL — auto-generated
resource "aws_instance" "synlake_agent" {
  ami           = "ami-0c55b159cbfafe1f0"
  instance_type = "t3.medium"
  tags = {
    Name = "agent-42-compute"
  }
}

# CLI command — ready to paste
# aws ec2 run-instances \
#   --image-id ami-0c55b159cbfafe1f0 \
#   --instance-type t3.medium

Financial guardrails

Budget caps, region policies, and cost simulation enforced before execution. Every query validates constraints automatically — no surprise bills.

Validation API →

{
  "validation": "passed",
  "checks": {
    "budget": "$29.95 < $100 limit ✔",
    "region": "us-east-1 allowed ✔",
    "security": "no public access ✔",
    "encryption": "EBS encrypted ✔"
  },
  "spending_cap": {
    "monthly_limit": 100,
    "used": 29.95,
    "remaining": 70.05
  }
}

Full audit trail

Every query logged with request, response, cost, and timestamp. Complete accountability for compliance and cost tracking.

Usage API →

{
  "log_id": "req_8f2a4b6c",
  "timestamp": "2026-06-01T14:23:07Z",
  "agent": "agent-42",
  "endpoint": "/v1/infrastructure/query",
  "provider": "aws",
  "cost_estimate": 29.95,
  "response_ms": 187,
  "status": "success",
  "guardrails": "all_passed"
}

Intent to infrastructurein five steps.

1

Agent requests

"I need Postgres in AWS, under $50/mo"

2

Synlake discovers

Normalizes options across every cloud, ranks by cost

3

Generates kit

Terraform + CLI + cost estimate as one JSON payload

4

Validates

Budget, region, compliance, and security checks

5

Ready to deploy

Execution kit returned to the agent, ready to run

Built for teams buildingwith AI agents.

AI agent developers

Your agent needs to provision infra on the fly. Synlake gives it a single API to query, compare, and get deploy-ready code across any cloud.

DevOps teams

Automate infrastructure decisions for your agent platform. Normalized data, cost guardrails, and audit trails out of the box.

Platforms & SaaS

Embed cloud provisioning into your product. Your users or agents get multi-cloud infrastructure without you building the abstraction layer.

See it in action.

This hits the real Synlake API. Configure your requirements and get a full execution payload back.

Why Synlake.

You could wire up each cloud yourself. Here's why teams choose Synlake.

Synlake3 clouds100%Full kitBuilt-inEvery call

Approach	Multi-cloud	Agent-ready JSON	Execution kit	Cost guardrails	Audit trail
DIY Terraform	Manual	No	You write it	No	No
Pulumi / Crossplane	Yes	No	Partial	No	Partial
Cloud provider SDKs	Single	Partial	No	No	Partial
Agent frameworks	Via tools	Partial	No	No	No

3

Cloud providers

~200ms

Avg response time

100%

Deterministic

5

Regions live

66

Instance types

Start building in 30 seconds.

100 free API calls every month. No credit card required.

Free Tier

$0

100 calls / month

✓ Cost estimates
✓ Multi-cloud comparison
✓ Terraform HCL + CLI
✓ No credit card required

Pay as you go

$0.01

starting per API call

$0.01 — estimate
$0.05 — query (basic)
$0.10 — query + execution kit
$0.05 — validate (dry-run)

Spending caps — set a monthly limit per agent. Synlake blocks requests when the cap is reached. Zero surprise bills.