# Autonomy — canonical service discovery (remote · api.theautonomy.ai)

Read-only Autonomy capability, schema, status and pricing discovery. Paid execution remains paused.

- Trust score: 68/100 (medium)
- Change this week: +3
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-09-28

## Components

- remote · `api.theautonomy.ai`: 68/100 (this document), [markdown](https://verifymcp.io/servers/sleepyjp-autonomy-mcp/api.md), [page](https://verifymcp.io/servers/sleepyjp-autonomy-mcp/api)

## Channel facts

- Endpoint: `https://api.theautonomy.ai/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `2.0.0`

## 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 2026-09-28.

- **Endpoint Security**: 63/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - HTTPS enforcement could not be verified: the plaintext port answered with HTTP 405, which proves neither a plaintext path nor enforcement.
  - 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**: 65/100
  - AI-judged instruction clarity (good).
  - Tool/resource definitions use about 333 tokens (~83/item across 4 items; 4 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 37/100
  - Stability observed for 11 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 75/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 25% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 4 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 5 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### How do I install the Autonomy — canonical service discovery MCP server?

Autonomy — canonical service discovery is a hosted endpoint at https://api.theautonomy.ai/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http sleepyjp-autonomy-mcp 'https://api.theautonomy.ai/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "sleepyjp-autonomy-mcp": {
      "url": "https://api.theautonomy.ai/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "sleepyjp-autonomy-mcp": {
      "type": "http",
      "url": "https://api.theautonomy.ai/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.sleepyjp-autonomy-mcp]
url = "https://api.theautonomy.ai/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "sleepyjp-autonomy-mcp": {
      "type": "remote",
      "url": "https://api.theautonomy.ai/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add sleepyjp-autonomy-mcp --url 'https://api.theautonomy.ai/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  sleepyjp-autonomy-mcp:
    url: "https://api.theautonomy.ai/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "sleepyjp-autonomy-mcp": {
      "Transport": "http",
      "Url": "https://api.theautonomy.ai/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add sleepyjp-autonomy-mcp -t streamable-http -u 'https://api.theautonomy.ai/mcp'
```

### Other

```json
{
  "mcpServers": {
    "sleepyjp-autonomy-mcp": {
      "type": "http",
      "url": "https://api.theautonomy.ai/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.

### 2026-09-28 (score 68, 0)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-09-27 (score 68, +1)

No change was recorded against any check on this day. Stability & Change Management went from 30 to 33. That category is still filling its 30-day observation window: 9 days of observed history at the previous scan, 10 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-25 (score 67, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-09-23 (score 66, +1)

No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-21 (score 65, +1)

No change was recorded against any check on this day. Stability & Change Management went from 10 to 13. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-19 (score 64, +1)

No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-18 (score 63, 0)

- [functional improvement] Stability: unverified → 0.03
- [functional] Server version: 2.0.0 → 2.0.1

### 2026-09-17 (score 63)

First indexed and scored.

## MCP tools (4)

### `autonomy_services` (~52 tokens)

List canonical Autonomy service capabilities, actual availability, schemas and price readiness. Read-only canonical Autonomy discovery. Payment and execution remain safety-paused; catalog entries can be LEGACY or BLOCKED, not sellable.

### `autonomy_discover` (~159 tokens)

Find capabilities when an agent needs blockchain state, balances, token data or other cataloged infrastructure. Unknown capability/network and unverified budget requests return no eligible matches. Read-only canonical Autonomy discovery. Payment and execution remain safety-paused; catalog entries can be LEGACY or BLOCKED, not sellable.

Input parameters:

- `asset` (string)
- `capability` (string)
- `max_atomic_amount` (string): Requires exact network and asset. Only binding prices are eligible, never indicative USD examples.
- `network` (string)
- `query` (string): Capability or outcome to find, for example blockchain balances. Matching is deterministic, not a model-generated recommendation.
- `sellable_only` (boolean)
- `status` (string)

### `autonomy_service` (~62 tokens)

Inspect one canonical service by ID, including status, input/output schema and payment readiness. Read-only canonical Autonomy discovery. Payment and execution remain safety-paused; catalog entries can be LEGACY or BLOCKED, not sellable.

Input parameters:

- `service_id` (string, required)

### `autonomy_registry_status` (~28 tokens)

Inspect registry version, honest commercial status and transport capabilities. This does not claim upstream provider health.

## Diagnostics

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

## Score history

- 2026-09-28: 68
- 2026-09-27: 68
- 2026-09-26: 67
- 2026-09-25: 67
- 2026-09-24: 66
- 2026-09-23: 66
- 2026-09-22: 65
- 2026-09-21: 65
- 2026-09-20: 64
- 2026-09-19: 64
- 2026-09-18: 63
- 2026-09-17: 63

## Common questions

### What is the Autonomy — canonical service discovery MCP server?

Autonomy — canonical service discovery is an MCP server listed in the public MCP registry as io.github.SleepyJP/autonomy-mcp. Read-only Autonomy capability, schema, status and pricing discovery. Paid execution remains paused. This page covers its hosted endpoint (https://api.theautonomy.ai/mcp).

### Is the Autonomy — canonical service discovery MCP server safe to use?

Autonomy — canonical service discovery scores 68 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the Autonomy — canonical service discovery MCP server expose?

Autonomy — canonical service discovery exposes 4 tools: autonomy_services, autonomy_discover, autonomy_service, autonomy_registry_status. Their descriptions and schemas cost roughly 301 tokens of context every time the server is loaded.

### Does the Autonomy — canonical service discovery MCP server require authentication?

No. We connected to Autonomy — canonical service discovery without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the Autonomy — canonical service discovery MCP server still maintained?

Autonomy — canonical service discovery is still listed as active in the MCP registry. We last reached this channel on 28 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://api.theautonomy.ai/mcp
- Website: https://theautonomy.ai/agents
- Changelog RSS feed: https://verifymcp.io/servers/sleepyjp-autonomy-mcp/api.xml
- Changelog JSON feed: https://verifymcp.io/servers/sleepyjp-autonomy-mcp/api.json
- HTML version of this page: https://verifymcp.io/servers/sleepyjp-autonomy-mcp/api