# GAIP Outcome & Value Agent (remote · www.gaipagents.com)

Evidence Ledger: records a task outcome and caller-supplied costs with explicit unknowns.

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

## Components

- remote · `www.gaipagents.com`: 68/100 (this document), [markdown](https://verifymcp.io/servers/tjcgraham-rgb-gaip-outcome-value/mcp-agents-outcome-value.md), [page](https://verifymcp.io/servers/tjcgraham-rgb-gaip-outcome-value/mcp-agents-outcome-value)

## Channel facts

- Endpoint: `https://www.gaipagents.com/mcp/agents/outcome-value`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.1.0`

## 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**: 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**: 67/100
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 368 tokens (~368/item across 1 items; 1 tools + 0 resources), over budget; trim descriptions and params.
  - Tools include usage examples.
- **Stability & Change Management**: 3/100
  - Stability observed for 1 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **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.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 1 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 2 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 60/100
  - Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28.

## Install

### How do I install the GAIP Outcome & Value Agent MCP server?

GAIP Outcome & Value Agent is a hosted endpoint at https://www.gaipagents.com/mcp/agents/outcome-value, 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 tjcgraham-rgb-gaip-outcome-value 'https://www.gaipagents.com/mcp/agents/outcome-value'
```

### Cursor

```json
{
  "mcpServers": {
    "tjcgraham-rgb-gaip-outcome-value": {
      "url": "https://www.gaipagents.com/mcp/agents/outcome-value"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "tjcgraham-rgb-gaip-outcome-value": {
      "type": "http",
      "url": "https://www.gaipagents.com/mcp/agents/outcome-value"
    }
  }
}
```

### Codex

```toml
[mcp_servers.tjcgraham-rgb-gaip-outcome-value]
url = "https://www.gaipagents.com/mcp/agents/outcome-value"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "tjcgraham-rgb-gaip-outcome-value": {
      "type": "remote",
      "url": "https://www.gaipagents.com/mcp/agents/outcome-value",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add tjcgraham-rgb-gaip-outcome-value --url 'https://www.gaipagents.com/mcp/agents/outcome-value' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  tjcgraham-rgb-gaip-outcome-value:
    url: "https://www.gaipagents.com/mcp/agents/outcome-value"
```

### Netclaw

```json
{
  "McpServers": {
    "tjcgraham-rgb-gaip-outcome-value": {
      "Transport": "http",
      "Url": "https://www.gaipagents.com/mcp/agents/outcome-value"
    }
  }
}
```

### Vellum

```bash
assistant mcp add tjcgraham-rgb-gaip-outcome-value -t streamable-http -u 'https://www.gaipagents.com/mcp/agents/outcome-value'
```

### Other

```json
{
  "mcpServers": {
    "tjcgraham-rgb-gaip-outcome-value": {
      "type": "http",
      "url": "https://www.gaipagents.com/mcp/agents/outcome-value"
    }
  }
}
```

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, +1)

- [functional regression] Schema quality: pass → fail
- [functional improvement] Stability: unverified → 0.03
- [functional improvement] Schema quality: fail → pass
- [functional] Schema quality: fair → good
- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server
- [functional] Server version: 1.0.0 → 1.1.0

### 2026-09-27 (score 67)

First indexed and scored.

## MCP tools (1)

### `gaip_measure_outcome_value` (~227 tokens)

Measure task outcome and value

Independent outcome evidence for outcome-priced contracts: record what a task actually delivered and what the caller says it cost. Pass `counterparty_id`, `task_class`, `episode_id`, the `task` (acceptance_criteria), `delivery` (status) and `costs`; get a delivery, downstream-use and full-cost dossier with a receipt. Missing costs and unverified claims stay explicit; no ROI claim. Free, read-only, no account. Inputs must be public and non-personal; calling declares that (data_classification defaults to PUBLIC).

Input parameters:

- `baseline_cost_gbp`
- `continuity_handle` (object)
- `costs` (object, required)
- `counterparty_id` (string)
- `data_classification` (string)
- `delivery` (object, required)
- `downstream_use` (object)
- `episode_id` (string, required)
- `evidence_refs` (array)
- `independent_operator_id` (string)
- `synthetic` (boolean)
- `task` (object, required)
- `task_class` (string)

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/tjcgraham-rgb-gaip-outcome-value/mcp-agents-outcome-value#diagnostics

## Score history

- 2026-09-28: 68
- 2026-09-27: 67

## Common questions

### What is the GAIP Outcome & Value Agent MCP server?

GAIP Outcome & Value Agent is an MCP server listed in the public MCP registry as io.github.tjcgraham-rgb/gaip-outcome-value. Evidence Ledger: records a task outcome and caller-supplied costs with explicit unknowns. This page covers its hosted endpoint (https://www.gaipagents.com/mcp/agents/outcome-value).

### Is the GAIP Outcome & Value Agent MCP server safe to use?

GAIP Outcome & Value Agent 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 GAIP Outcome & Value Agent MCP server expose?

GAIP Outcome & Value Agent exposes 1 tool: gaip_measure_outcome_value. Their descriptions and schemas cost roughly 227 tokens of context every time the server is loaded.

### Does the GAIP Outcome & Value Agent MCP server require authentication?

No. We connected to GAIP Outcome & Value Agent without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the GAIP Outcome & Value Agent MCP server still maintained?

GAIP Outcome & Value Agent 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://www.gaipagents.com/mcp/agents/outcome-value
- Repository: https://github.com/tjcgraham-rgb/-gaip-agent-to-art-prototype
- Website: https://www.gaipagents.com/agents/outcome-value
- Changelog RSS feed: https://verifymcp.io/servers/tjcgraham-rgb-gaip-outcome-value/mcp-agents-outcome-value.xml
- Changelog JSON feed: https://verifymcp.io/servers/tjcgraham-rgb-gaip-outcome-value/mcp-agents-outcome-value.json
- HTML version of this page: https://verifymcp.io/servers/tjcgraham-rgb-gaip-outcome-value/mcp-agents-outcome-value