# Agent Enhancer Utilities (remote · liberated.site)

Workflow planning, recovery checkpoints, coordination, fixtures, and compatibility tools for agents.

- Trust score: 68/100 (medium)
- Change this week: +9
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `liberated.site`: 68/100 (this document), [markdown](https://verifymcp.io/servers/site-liberated-agent-utility-lab/liberated.md), [page](https://verifymcp.io/servers/site-liberated-agent-utility-lab/liberated)

## Channel facts

- Endpoint: `https://liberated.site/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `0.7.0`

## 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 2026-08-03.

- **Endpoint Security**: 80/100
  - 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 is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - 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**: 51/100
  - AI-judged instruction clarity (fair).
  - Tool/resource definitions use about 408 tokens (~68/item across 6 items; 6 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 69/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 6% of tool parameters carry a description.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add --transport http site-liberated-agent-utility-lab https://liberated.site/mcp
```

### Codex

```toml
[mcp_servers.site-liberated-agent-utility-lab]
url = "https://liberated.site/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "site-liberated-agent-utility-lab": {
      "type": "remote",
      "url": "https://liberated.site/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add site-liberated-agent-utility-lab --url https://liberated.site/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  site-liberated-agent-utility-lab:
    url: "https://liberated.site/mcp"
```

### Other

```json
{
  "mcpServers": {
    "site-liberated-agent-utility-lab": {
      "type": "http",
      "url": "https://liberated.site/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.

### 2026-08-02 (score 68, +1)

No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-31 (score 67, +6)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server
- [functional] Server version: 0.6.9 → 0.7.0

### 2026-07-30 (score 61, +1)

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

### 2026-07-29 (score 60, 0)

- [security] The server rewrote its instructions, which are the text every model session reads
- [functional regression] Schema quality: 60 → 68
- [functional] Server version: 0.6.4 → 0.6.9

### 2026-07-28 (score 60, +1)

- [functional] Server version: 0.6.2 → 0.6.4

### 2026-07-27 (score 59, +1)

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

### 2026-07-26 (score 58)

First indexed and scored.

## MCP tools (6)

### `lab.search_tools` (~41 tokens)

Search agent utilities

Find Agent Enhancer Utilities tools that match a concrete intent. Returns compact machine-readable manifests.

Input parameters:

- `category` (string)
- `intent` (string, required)

### `lab.describe_tool` (~37 tokens)

Describe an agent utility

Get the exact schema, price, limits, side effects, retention, and HTTP endpoint for one utility.

Input parameters:

- `slug` (string, required)

### `lab.invoke_tool` (~73 tokens)

Invoke an agent utility

Invoke a free utility directly. For paid utilities, returns the HTTP endpoint and payment requirement so an x402-capable client can complete the call.

Input parameters:

- `idempotency_key` (string): Stable identifier required for side-effecting tools and safe retries.
- `input` (object, required)
- `slug` (string, required)

### `lab.request_capability` (~105 tokens)

Request a missing capability

Submit a free, private backlog request when no existing utility solves a concrete problem. Do not include secrets, personal data, or full conversation history.

Input parameters:

- `client_request_id` (string)
- `constraints` (object)
- `desired_outcome` (string, required)
- `evidence_urls` (array)
- `example_input` (object)
- `expected_output` (object)
- `problem` (string, required)
- `why_existing_tools_fail` (string, required)

### `lab.get_capability_request` (~39 tokens)

Get capability request status

Poll a previously submitted capability request with its private status token.

Input parameters:

- `request_id` (string, required)
- `status_token` (string, required)

### `lab.list_tools` (~26 tokens)

List agent utilities

List all currently discoverable utilities. Prefer search_tools when a concrete intent is known.

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/site-liberated-agent-utility-lab/liberated#diagnostics

## Score history

- 2026-08-03: 68
- 2026-08-02: 68
- 2026-08-01: 67
- 2026-07-31: 67
- 2026-07-30: 61
- 2026-07-29: 60
- 2026-07-28: 60
- 2026-07-27: 59
- 2026-07-26: 58

## Links

- Remote endpoint: https://liberated.site/mcp
- Changelog RSS feed: https://verifymcp.io/servers/site-liberated-agent-utility-lab/liberated/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/site-liberated-agent-utility-lab/liberated/changelog.json
- HTML version of this page: https://verifymcp.io/servers/site-liberated-agent-utility-lab/liberated