MCP server

GAIP Outcome & Value Agent

io.github.tjcgraham-rgb/gaip-outcome-value

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

Now part of GAIP Witness: records a task outcome and caller-supplied costs.

Working at last checkAbout 1,008 tokens per request once connected1 tools

Website Source

https://www.gaipagents.com/mcp/agents/outcome-value

At a glance

Type: MCP server
Publisher: Not verified
Status: Working at last check
Tools: 1
Token cost: About 1,008 tokens per request
Sets up in: Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok
Last checked: 26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to Cursor Add to VS Code VS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http gaip-outcome-value https://www.gaipagents.com/mcp/agents/outcome-value

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

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

Gemini CLI

{"mcpServers":{"gaip-outcome-value":{"httpUrl":"https://www.gaipagents.com/mcp/agents/outcome-value"}}}

Cursor

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

VS Code

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

Antigravity

agy mcp add gaip-outcome-value https://www.gaipagents.com/mcp/agents/outcome-value

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"gaip-outcome-value","server_url":"https://www.gaipagents.com/mcp/agents/outcome-value","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"gaip-outcome-value","server_url":"https://www.gaipagents.com/mcp/agents/outcome-value"}

Tools

gaip_measure_outcome_value ~1008 tokens
Use this when asked whether an outcome-priced task delivered and what it cost. Pass `episode_id`, `task` (acceptance_criteria), `delivery`, `costs`; `delivery_check` {url, checks} has GAIP test delivery now. Returns a dossier, running totals and a receipt. No ROI claim. Free, no account; records a G

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