google_workspace_fastmcp2: Instructions file for Codex

AGENTS.md

google_workspace_fastmcp2 AGENTS.md is an instructions file for Codex, OpenCode from dipseth/google_workspace_fastmcp2. It costs 2,633 tokens per session, scanned A, original, Apache-2.0.

Instructions for a Google Workspace integration that exposes tools for Gmail, Drive, Docs, Sheets, Slides, Calendar, Forms, Chat, Photos, People, and search. Agents can discover and combine these tools through a code-based execution layer.

In plain words
What is it for?
Use it for tasks such as sending email, managing files, editing documents, changing spreadsheets, creating calendar events, working with forms or slides, and searching connected data.
Why use it?
They explain how the many Google services are organized and how agents should find and call the right operation instead of treating the integration as one undifferentiated tool.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md. Also seen: built for roo code.

This is dipseth/google_workspace_fastmcp2's own configuration. It tells Codex and OpenCode how to work on google_workspace_fastmcp2 itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything google_workspace_fastmcp2 configures →

Reuse

Borrowing it

Nothing to install: this file belongs to dipseth/google_workspace_fastmcp2. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/dipseth/google_workspace_fastmcp2/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/dipseth/google_workspace_fastmcp2

Made for: Codex, OpenCode.

Wrote this? Show the measurements

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Per session 2,633 This file is loaded in full into every session.
When invoked 2,633 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.02633 $0.02633
Opus 5.5 $0.01053 $0.01053
Sonnet 5.5 $0.00527 $0.00527
Haiku 4.5 $0.00263 $0.00263

Measured 1mo ago against content hash 5055724e6794, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

google_workspace_fastmcp2 AGENTS.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

AGENTS.md · 292 lines

How it starts

The opening of the file, as written. The whole thing — 292 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Google Workspace MCP Server — Agent Guide

Overview

google-workspace-unlimited v2.0.0 is a FastMCP server exposing 96+ tools across 10 Google Workspace services: Gmail, Drive, Docs, Sheets, Slides, Calendar, Forms, Chat, Photos, and People API.

Agents interact through 7 Code Mode tools that discover, compose, and execute the full tool surface from sandboxed Python.


Architecture: Code Mode + Service Tools

Agent / LLM
    │
    ├─ 7 Code Mode Tools (discovery, orchestration, execution)
    │       │
    │       └─ execute ─► call_tool("send_gmail_message", {...})
    │                     call_tool("create_event", {...})
    │                     call_tool("format_sheet_range", {...})
    │
    └─ 96+ Service Tools (direct MCP tool calls)
            │
            ├─ Gmail (13 tools)
            ├─ Drive (10 tools)
            ├─ Docs (4 tools)
            ├─ Sheets (7 tools)
            ├─ Slides (5 tools)
            ├─ Calendar (9 tools)
            ├─ Forms (8 tools)
            ├─ Chat (8+ tools)
            ├─ Photos (8 tools)
            ├─ People (3 tools)
            ├─ Qdrant / Search (6 tools)
            ├─ Email Templates (5 tools)
            ├─ Module Wrappers (5 tools)
            └─ Server Management (4 tools)

Code Mode Tools

These 7 tools are always available (protected from disable) and form the agent's control plane:

Tool Purpose
execute Run sandboxed Python with await call_tool() for chaining MCP calls
search BM25 keyword search across tool names and descriptions
get_schema Retrieve full JSON schema for any tool before calling it
tags List all tool tags for filtering by service or capability
semantic_search Qdrant vector search — semantic queries, DSL filters, recommendations
fetch_document Peek at a stored response by point ID (truncated preview)
tool_activity Dashboard of tool usage — call counts, error rates, sample IDs

Read the full file on GitHub · 292 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago Changed · +1 lines · +23 tokens per session 5055724e6794
  2. 1mo ago Changed · +1 lines · +21 tokens per session e1e41c3bd9ba
  3. 2mo ago Changed · -1 lines · -14 tokens per session d2f02fcab210
  4. 2mo ago First seen · 291 lines · 2,603 tokens per session scan A ab679c5b114f

Subscribe to this mod's changes

google_workspace_fastmcp2 AGENTS.md is an instructions file published in the GitHub repository dipseth/google_workspace_fastmcp2 (31 stars, last pushed 7d ago), licensed Apache-2.0. It adds 2,633 tokens to every session, about $0.0105 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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