Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add instructions/amansingh63/dbhub-analytics/claude-mdgit clone --depth 1 https://github.com/amansingh63/dbhub-analyticsWrote 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/amansingh63/dbhub-analytics/claude-md)<a href="https://agentmods.dev/instructions/amansingh63/dbhub-analytics/claude-md"><img src="https://agentmods.dev/badge/instructions/amansingh63/dbhub-analytics/claude-md.svg" alt="Measured on agentmods" 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 | $0.02752 | $0.02752 |
| Opus 5 | $0.01376 | $0.01376 |
| Sonnet 5 | $0.00550 | $0.00550 |
| Haiku 4.5 | $0.00275 | $0.00275 |
Grade A, and why
dbhub-analytics CLAUDE.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 5d 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 — 203 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
DBHub Development Guidelines
DBHub is a database MCP server implementing the Model Context Protocol (MCP) server interface. It bridges MCP-compatible clients (Claude Desktop, Claude Code, Cursor) with various database systems (PostgreSQL, MySQL, MariaDB, SQL Server, SQLite, Databricks SQL, Google BigQuery).
Commands
Prerequisites: Node.js >= 20, pnpm, Docker (for integration tests).
pnpm install # Install dependencies (monorepo: root + frontend/)
pnpm run build # Full build: generate API types + tsup backend + vite frontend
pnpm run build:backend # Backend only (generates API types + tsup)
pnpm run dev # Dev mode: backend (HTTP transport) + frontend (Vite) concurrently
pnpm run dev:backend # Backend dev only with tsx
pnpm run generate:api-types # Regenerate src/api/openapi.d.ts from src/api/openapi.yaml
# Testing (vitest)
pnpm test # All tests (unit + integration)
pnpm test:unit # Unit tests only (no Docker)
pnpm test:integration # Integration tests only (requires Docker)
pnpm test:watch # Interactive watch mode
pnpm test src/utils/__tests__/sql-parser.test.ts # Single test file
pnpm test -- --testNamePattern="PostgreSQL" # Tests matching pattern
pnpm test:build # Post-build smoke test
Architecture Overview
Monorepo Structure
pnpm workspace with two packages (pnpm-workspace.yaml):
- Root — Backend TypeScript MCP server, bundled with tsup to
dist/ frontend/— React SPA (Vite + Tailwind + CodeMirror), builds todist/public/
Backend (src/)
src/
├── index.ts # Entry point: dynamic-imports connectors, calls main()
├── server.ts # MCP server: stdio/HTTP transport, Express routes, tool registration
├── connectors/
│ ├── interface.ts # Connector/DSNParser interfaces, ConnectorRegistry
│ ├── manager.ts # ConnectorManager: multi-source connection lifecycle
│ └── {postgres,mysql,mariadb,sqlserver,sqlite,databricks,bigquery}/index.ts
├── tools/
│ ├── index.ts # registerTools(): wires tools to MCP server
│ ├── registry.ts # ToolRegistry: manages enabled tools per source
│ ├── execute-sql.ts # execute_sql tool handler
│ ├── search-objects.ts # search_objects tool handler (progressive disclosure)
│ └── custom-tool-handler.ts # User-defined SQL tools from TOML config
├── api/ # REST API for the Workbench frontend
│ ├── openapi.yaml # OpenAPI spec (source of truth for API types)
│ ├── openapi.d.ts # Generated types (run generate:api-types)
│ ├── sources.ts # /api/sources endpoints
│ └── requests.ts # /api/requests endpoints
├── config/
│ ├── env.ts # CLI args + env var resolution
│ ├── toml-loader.ts # TOML config parsing and validation
│ └── demo-loader.ts # --demo mode setup
├── requests/store.ts # In-memory request history (FIFO, 100 per source)
├── types/ # TypeScript interfaces (config.ts, sql.ts, ssh.ts)
└── utils/ # ~20 utility modules
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.
- 5d ago First seen · 203 lines · 2,752 tokens per session scan A 7497a441c9e7
dbhub-analytics CLAUDE.md is an instructions file published in the GitHub repository amansingh63/dbhub-analytics (0 stars, last pushed 5mo ago), licensed MIT. It adds 2,752 tokens to every session, about $0.0138 per session on Opus 5. A static security scan graded it A with 0 findings. It comes from a forked repository.
Other instructions, from other repositories
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.
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.
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
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).