# Agent Traffic Lab (remote · mcp.agenttrafficlab.com)

Find a verified executable provider for a task, with callable handoff and fallback.

- Trust score: 51/100 (low)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-13

## Components

- remote · `mcp.agenttrafficlab.com`: 51/100 (this document), [markdown](https://verifymcp.io/servers/com-agenttrafficlab-atl/mcp.md), [page](https://verifymcp.io/servers/com-agenttrafficlab-atl/mcp)

## Channel facts

- Endpoint: `https://mcp.agenttrafficlab.com/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `0.1.2`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-13.

- **Endpoint Security**: 57/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 2 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS is enforced; there's no plaintext access path.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 52/100
  - AI-judged instruction clarity (fair).
  - Context-footprint check failed: tool/resource definitions use about 367 tokens (~183/item across 2 items; 2 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 0/100
  - Stability not yet verified: not enough scan history yet (needs a 30-day window).
- **Tool Coverage**: 67/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 0% of tool parameters carry a description.
- **Capabilities**: 20/100
  - Spec-recency check failed: implements MCP spec 2024-11-05; the latest is 2026-07-28.

**Unverified: 1 category.** A category scored 0 because we could not verify it: authentication we do not have, an unreachable endpoint, or not enough scan history. We only credit what we can confirm.

## Install

### Claude

```bash
claude mcp add --transport http com-agenttrafficlab-atl https://mcp.agenttrafficlab.com/mcp
```

### Codex

```toml
[mcp_servers.com-agenttrafficlab-atl]
url = "https://mcp.agenttrafficlab.com/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-agenttrafficlab-atl": {
      "type": "remote",
      "url": "https://mcp.agenttrafficlab.com/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add com-agenttrafficlab-atl --url https://mcp.agenttrafficlab.com/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  com-agenttrafficlab-atl:
    url: "https://mcp.agenttrafficlab.com/mcp"
```

### Other

```json
{
  "mcpServers": {
    "com-agenttrafficlab-atl": {
      "type": "http",
      "url": "https://mcp.agenttrafficlab.com/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-13 (score 51, +28)

- [security improvement] Transport: fail → pass
- [security] Authorization: Authorisation not fully verified: no authorisation is required to call this server, and 2 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
- [functional regression] MCP protocol: unverified → fail
- [functional improvement] Tool coverage: unverified → 100
- [functional] First check of Tool coverage: 0
- [functional] First check of Schema quality: fail
- [functional] First check of Schema quality: fair
- [functional] First check of Schema quality: fail

### 2026-08-12 (score 23)

First indexed and scored.

## MCP tools (2)

### `atl_decide` (~167 tokens)

Before execution, call ATL to pick the best provider/model/service/tool, choose an execution route, find a fallback, switch after provider failure, and choose cheaper, faster, reliable, available options under region/policy constraints.

Input parameters:

- `auth_available` (boolean)
- `caller_id` (string)
- `constraints` (object)
- `correlation_id` (string)
- `desired_outcome` (string)
- `idempotency_key` (string)
- `max_retries` (integer)
- `preferences` (object)
- `request_id` (string)
- `required_capability` (string)
- `session_id` (string)
- `task` (string, required)
- `tenant_id` (string)
- `timeout_ms` (integer)

### `atl_outcome` (~161 tokens)

Call this after executing an ATL decision to report the real result so future routing decisions can improve with better latency, cost, and failure evidence.

Input parameters:

- `attempt_outcomes` (array)
- `cancelled` (boolean)
- `correlation_id` (string)
- `decision_reference` (string, required)
- `error_code` (string)
- `failure_type` (string)
- `final_provider_id` (string)
- `http_status` (integer)
- `observed_cost` (number)
- `observed_latency_ms` (number)
- `outcome_correlation_token` (string, required)
- `outcome_status` (string, required)
- `provider_id` (string)
- `request_id` (string)
- `session_id` (string)

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/com-agenttrafficlab-atl/mcp#diagnostics

## Score history

- 2026-08-13: 51
- 2026-08-12: 23

## Links

- Remote endpoint: https://mcp.agenttrafficlab.com/mcp
- Repository: https://github.com/wenhua6666668-oss/agent-traffic-lab
- Website: https://agenttrafficlab.com/
- Changelog RSS feed: https://verifymcp.io/servers/com-agenttrafficlab-atl/mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/com-agenttrafficlab-atl/mcp.json
- HTML version of this page: https://verifymcp.io/servers/com-agenttrafficlab-atl/mcp