Borrowing it
Nothing to install: this file belongs to devopam/MCPg. 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/devopam/MCPg/main/CLAUDE.mdgit clone --depth 1 https://github.com/devopam/MCPgWrote 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/devopam/mcpg/claude-md)<a href="https://agentmods.dev/instructions/devopam/mcpg/claude-md"><img src="https://agentmods.dev/badge/instructions/devopam/mcpg/claude-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/devopam/mcpg/claude-md"><img src="https://agentmods.dev/badge/instructions/devopam/mcpg/claude-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 | $0.01559 | $0.01559 |
| Opus 5.5 | $0.00624 | $0.00624 |
| Sonnet 5.5 | $0.00312 | $0.00312 |
| Haiku 4.5 | $0.00156 | $0.00156 |
Grade A, and why
MCPg 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 today.
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 — 108 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md — MCPg project memory
Durable facts and conventions for working in this repo. Kept short so it stays true; verify anything here against the code before relying on it.
What MCPg is
A production-grade PostgreSQL MCP server. Single-process, async
(asyncio), Python 3.12–3.14. 279 MCP tools (read-only mode exposes
a subset). Ships to PyPI (mcpg), GHCR, the MCP registry, Smithery, and
a read-only HF Spaces demo.
Golden rules
- Verify before you write — especially docs. Every claim in a doc must be checked against the code, the CLI, or a live endpoint, never from memory. This is a hard project rule.
- Generated beats hand-maintained. If a catalogue can drift, it's generated and guarded by a test. Don't hand-edit generated blocks.
- Commit per logical slice, push often. Big multi-batch changes have been lost to context resets — small commits survive.
- Never hand-edit
src/mcpg/_vendor/(see below).
Source-of-truth map (don't duplicate these — point at them)
- Version:
src/mcpg/__init__.py__version__.pyproject.tomlreads it dynamically via hatchling (dynamic = ["version"]). The MCPB bundle pins are synced bypackaging/mcpb/sync_version.py;tests/unit/test_mcpb_bundle.pyenforces the match. The Cursor plugin version in.cursor-plugin/plugin.jsonand theuvx [email protected]pin inpackaging/cursor/mcp.jsonare synced bypackaging/cursor/sync_plugin_version.py(tests/unit/test_cursor_plugin.py). A release bumps exactly one line, then runs the sync scripts. - Tool surface:
tests/contract/tool_surface.snapshot.json(281 tools) is the contract.about.py'stool_count = len(tool_names). Two contract snapshots (surface + return shapes) — regenerate withMCPG_REGENERATE_TOOL_SNAPSHOT=1/MCPG_REGENERATE_TOOL_RETURN_SHAPES=1and commit the diffs. - Doc reference tables: the tool index (
docs/tools.md) and module map (docs/architecture.md) are generated bytools/generate_doc_tables.pyand guarded bytests/contract/test_doc_tables.py. Regenerate and paste between the<!-- BEGIN/END generated -->markers; don't hand-edit. - Access modes:
src/mcpg/policy.py.read-only(reads) /restricted(reads + DML writes — the "safe read-write" tier) /unrestricted(everything).DDL/SHELL/LISTEN(andMIGRATE, which piggybacks onDDL) each additionally needMCPG_ALLOW_*inunrestrictedmode. - NL→SQL providers: 19 built-in via the
_PROVIDERSregistry insrc/mcpg/nl2sql.py(single source; deviating key env vars:HF_TOKEN,GITHUB_TOKEN,DEEPINFRA_TOKEN). The provider table indocs/user-guide.mdmirrors it.
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.
- today Changed · +3 lines · +68 tokens per session 0e036b118e7d
- 14d ago Changed 7326f70a49fe
- 21d ago Changed · +11 lines · +196 tokens per session b85f5306cedb
- 1mo ago First seen · 94 lines · 1,295 tokens per session scan A c951a42f7cc4
MCPg CLAUDE.md is an instructions file published in the GitHub repository devopam/MCPg (14 stars, last pushed yesterday), licensed MIT. It adds 1,559 tokens to every session, about $0.0062 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 2026-08-31.
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).
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.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
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 copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).
deepseek-harness AGENTS.md
AGENTS.md instructions for deepseek-ai/deepseek-harness, covering agents.md, pre-stable apis and released session data, repository layout, commands and host sandbox failures.