Borrowing it
Nothing to install: this file belongs to JustinBeckwith/gongio-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/JustinBeckwith/gongio-mcp/main/AGENTS.mdgit clone --depth 1 https://github.com/JustinBeckwith/gongio-mcpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/justinbeckwith/gongio-mcp/agents-md)<a href="https://agentmods.dev/instructions/justinbeckwith/gongio-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/justinbeckwith/gongio-mcp/agents-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/justinbeckwith/gongio-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/justinbeckwith/gongio-mcp/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00911 | $0.00911 |
| Opus 5 | $0.00456 | $0.00456 |
| Sonnet 5 | $0.00182 | $0.00182 |
| Haiku 4.5 | $0.00091 | $0.00091 |
Grade A, and why
gongio-mcp 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 11d 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.
How it starts
The opening of the file, as written. The whole thing — 140 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agent Guidelines
This document provides guidance for AI agents working on this codebase.
Project Overview
gongio-mcp is an MCP (Model Context Protocol) server that provides access to Gong.io data. It allows MCP-compatible clients like Claude Desktop to query calls, retrieve transcripts, and list users from Gong.
Tech Stack
- Runtime: Node.js 24+
- Language: TypeScript (strict mode)
- Package Manager: pnpm (enforced via corepack)
- Linting/Formatting: Biome
- Testing: Vitest
- CI/CD: GitHub Actions
- Releases: release-please (conventional commits)
Project Structure
src/
index.ts # MCP server entry point, tool handlers
gong.ts # Gong API client
test/
*.test.ts # Vitest tests
scripts/
validate-mcp.js # Validates server.json and package.json consistency
.github/workflows/
ci.yaml # Tests, lint, MCP validation
release.yaml # Automated releases via release-please
publish-mcp.yaml # Manual MCP registry publishing
Git Workflow
IMPORTANT: Do not commit directly to main.
All changes must go through pull requests:
- Create a feature branch:
git checkout -b feat/your-feature - Make changes and commit using conventional commits
- Push and open a PR:
gh pr create - Wait for CI to pass
- Merge via GitHub
Commit Message Format
This repo uses Conventional Commits enforced by commitlint:
feat:- New featuresfix:- Bug fixesdocs:- Documentation changeschore:- Maintenance tasksrefactor:- Code refactoringtest:- Adding or updating tests
Examples:
feat: add support for call recordings
fix: handle pagination cursor correctly
docs: update API usage examples
Development Commands
# Install dependencies (npm is blocked, use pnpm)
corepack enable
pnpm install
# Development with watch mode
pnpm run dev
# Build
pnpm run build
# Run tests
pnpm test
pnpm run test:coverage
# Lint and format
pnpm run lint
pnpm run fix
pnpm run format
# Validate MCP configuration
pnpm run validate:mcp
# Type check
pnpm run typecheck
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.
- 11d ago First seen · 140 lines · 911 tokens per session scan A bd57badb1213
gongio-mcp AGENTS.md is an instructions file published in the GitHub repository JustinBeckwith/gongio-mcp (21 stars, last pushed yesterday), licensed MIT. It adds 911 tokens to every session, about $0.0046 per session on Opus 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.
Other instructions, from other repositories
vibe-coding-prompt-template backend.instructions.md
Instructions for KhazP/vibe-coding-prompt-template: Read AGENTS.md, agentdocs/techstack.md, and agentdocs/codepatterns.md.
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
codex AGENTS.md
AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
spec-kit AGENTS.md
AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).