Synlake — Cloud Infrastructure for AI Agents
Compare, estimate, and deploy cloud infrastructure across AWS, GCP, and Azure for AI agents.
Open source Repository Open in the app JSON README (API)
About
Compare, estimate, and deploy cloud infrastructure across AWS, GCP, and Azure for AI agents.
Details
- Kind
- MCP servers
- Topic
- Cloud & DevOps
- Publisher
- synlake-ai
- Origin
- official
- Category
- ferramentas
- Transport
- http
- Version
- 0.2.0
- Last push
- 2026-06-10T05:02:25Z
- Repository state
- ativo
- Language
- TypeScript
- License
- MIT
- Added
- 2026-08-29 03:02:16
- Updated
- 2026-08-29 03:02:16
- Origin id
io.github.Synlake-ai/mcp-server
README
# Synlake MCP Server
[](https://www.npmjs.com/package/@synlake-ai/mcp-server)
[](https://registry.modelcontextprotocol.io)
[](LICENSE)
**The MCP connector for Synlake** — B2AI infrastructure for autonomous agents. Synlake normalizes AWS, GCP, and Azure into one schema, generates ready-to-run execution kits (Terraform HCL + CLI), and prices them before deploy — so an AI agent can discover, evaluate, and provision cloud infrastructure with zero human intervention.
This repository is the open-source MCP server (a thin stdio ↔ HTTP proxy). The infrastructure intelligence — cross-cloud normalization, the cost engine, and execution-kit generation — runs as a hosted service at `api.synlake.ai`.
🌐 [synlake.ai](https://synlake.ai) · 📖 [Docs](https://synlake.ai/docs) · 🔌 MCP: `ai.synlake/synlake`
---
## An agent deploys infrastructure — no human in the loop
A coding agent needs a Kubernetes node pool. It doesn't open a cloud console, compare pricing pages, or hand-write Terraform. It asks Synlake, and gets back a deployable answer:
```
Agent → Synlake: "compute, 4 vCPUs, 16 GB RAM, us-east-1, budget $100/mo"
Synlake → Agent: best: gcp · e2-standard-4 · $97.82/mo (19.5% cheaper than the priciest)
also: aws t3.xlarge $121.47 · azure Standard_B4ms $121.18
kit: { terraform: "resource \"google_compute_instance\"…",
cli: "gcloud compute instances create…" }
✓ validated: no public ingress, encryption on, within budget
```
The agent reviews the kit, applies the Terraform, and moves on. Every response is dense, deterministic JSON — built for machine consumption, not dashboards. Synlake tools are **read-only**: they recommend, price, and validate. A human (or the agent's own policy) runs the execution kit.
## Architecture
```mermaid
flowchart LR
A[AI Agent] -- MCP / REST --> B[Synlake API]
B --> C[Normalizer]
C --> D1[AWS adapter]
C --> D2[Azure adapter]
C --> D3[GCP adapter]
C --> E[Ranking engine<br/>cost + constraints]
E --> F[Execution-kit generator<br/>Terraform + CLI]
F --> G[Guardrails & validation<br/>budget · region · security]
G --> H[Audit log]
H --> A
```
An agent sends an intent. Synlake normalizes options across clouds, ranks them by cost and constraints, generates a deploy-ready execution kit, runs guardrail checks, logs the call, and returns one machine-ready payload. This repo ships the open-source MCP connector (the `AI Agent ↔ Synlake API` edge); the boxes to the right of `Synlake API` run as the hosted service.
## Quickstart
### Hosted (recommended) — MCP over Streamable HTTP
Point any MCP client at the hosted server — three lines, nothing to install:
```json
{
"mcpServers": {
"synlake": {
"url": "https://api.synlake.ai/api/mcp",
"headers": { "Authorization": "Bearer sk_synlake_YOUR_KEY" }
}
}
}
```
### Local stdio wrapper (this package)
For clients that speak stdio (e.g. Claude Desktop), run the npm wrapper — it proxies to the same hosted server:
```json
{
"mcpServers": {
"synlake": {
"command": "npx",
"args": ["-y", "@synlake-ai/mcp-server"],
"env": { "SYNLAKE_API_KEY": "sk_synlake_YOUR_KEY" }
}
}
}
```
Get a free API key at **[synlake.ai](https://synlake.ai)** (100 calls/month, no card required). The `estimate` endpoint is even callable **without** a key — zero friction to try.
## Tools
| Tool | REST endpoint | Description |
|------|---------------|-------------|
| `synlake_query` | `POST /v1/infrastructure/query` | Full recommendation + execution kit (Terraform + CLI) |
| `synlake_estimate` | `POST /v1/infrastructure/estimate` | Cross-cloud cost comparison — **no API key required** |
| `synlake_validate` | `POST /v1/execution/validate` | Dry-run an execution kit (security + budget checks) |
| `synlake_providers` | `GET /v1/providers` | List supported providers and services |
| `synlake_usage` | `GET /v1/agent/usage` | Your usage, costs, and spending cap |
Full reference (OpenAPI 3.1, rendered): **[synlake.ai/docs](https://synlake.ai/docs)**. Local copy: [`docs/openapi.yaml`](docs/openapi.yaml). Machine-readable summary for agents: [synlake.ai/llms.txt](https://synlake.ai/llms.txt).
## Why Synlake
| 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 |
| **Synlake** | **3 clouds**| **100%** | **Full kit** | **Built-in** | **Every call** |
## Use it from a Claude Managed Agent
Wire Synlake as an `mcp_toolset` — the agent gets all five tools natively, your key stays in an Anthropic vault:
```json
{
"type": "mcp_toolset",
"name": "synlake",
"server": {
"url": "https://api.synlake.ai/api/mcp",
"authorization_token": { "vault_secret": "synlake_api_key" }
}
}
```
See the [MCP quickstart](docs/mcp-quickstart.md) for the Managed Agents API, `ant` CLI, and Agent SDK flows.
## Build from source
```bash
npm install
npm run build # tsc → dist/ (pure proxy)
SYNLAKE_API_KEY=sk_synlake_... node dist/bin.js
```
`SYNLAKE_API_URL` overrides the remote endpoint (default `https://api.synlake.ai/api/mcp`).
## Pricing
Pay per call. No subscriptions, no commitments. **Free tier:** 100 calls/month, no card required.
| Call type | Price |
|-----------|-------|
| Estimate | $0.01 _(free, no key, IP rate-limited)_ |
| Query (basic) | $0.05 |
| Query (full + Terraform) | $0.10 |
| Validate | $0.05 |
## Links
- **Website:** [synlake.ai](https://synlake.ai)
- **Docs:** [synlake.ai/docs](https://synlake.ai/docs)
- **Source:** [github.com/synlake-ai/synlake](https://github.com/synlake-ai/synlake)
- **npm:** [@synlake-ai/mcp-server](https://www.npmjs.com/package/@synlake-ai/mcp-server)
- **MCP Registry:** `ai.synlake/synlake` — [registry.modelcontextprotocol.io](https://registry.modelcontextprotocol.io)
- **Privacy:** [synlake.ai/legal/privacy.html](https://synlake.ai/legal/privacy.html) — only what's needed to process queries. No conversation data, no profiling, no data sales.
## License
The MCP connector in this repository is **MIT licensed** (see [LICENSE](LICENSE)). The Synlake service (`api.synlake.ai`) — the cost engine, cross-cloud normalization, and execution-kit generation — is **proprietary**.
> El conector MCP de este repo es MIT. El servicio Synlake (api.synlake.ai) es propietario.
© Synlake, LLC — admin@synlake.ai