Borrowing it
Nothing to install: this file belongs to cloudthinker-ai/postgres-mcp-pro-plus. 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/cloudthinker-ai/postgres-mcp-pro-plus/cloudthinker/postgres-mcp-pro-plus/.kiro/steering/tech.mdgit clone --depth 1 https://github.com/cloudthinker-ai/postgres-mcp-pro-plusWrote 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/cloudthinker-ai/postgres-mcp-pro-plus/tech)<a href="https://agentmods.dev/instructions/cloudthinker-ai/postgres-mcp-pro-plus/tech"><img src="https://agentmods.dev/badge/instructions/cloudthinker-ai/postgres-mcp-pro-plus/tech/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/cloudthinker-ai/postgres-mcp-pro-plus/tech"><img src="https://agentmods.dev/badge/instructions/cloudthinker-ai/postgres-mcp-pro-plus/tech.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 | $0.00401 | $0.00401 |
| Opus 5.5 | $0.00160 | $0.00160 |
| Sonnet 5.5 | $0.00080 | $0.00080 |
| Haiku 4.5 | $0.00040 | $0.00040 |
Grade A, and why
postgres-mcp-pro-plus tech.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 17d 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.
What it actually says
Tech Stack
Language & Runtime
- Python 3.12+
- Async/await patterns throughout (asyncio)
Build System
- Package Manager: uv (Astral)
- Build Backend: hatchling
- Project Config: pyproject.toml
Key Dependencies
mcp[cli]- Model Context Protocol server framework (FastMCP)psycopg[binary]+psycopg-pool- PostgreSQL async driver with connection poolingpglast- PostgreSQL query parserinstructor- LLM integration for AI-powered analysispydantic- Data validation and settingsattrs- Data classeshumanize- Human-readable formatting
Development Tools
ruff- Linting and formatting (line-length: 150)pyright- Type checking (standard mode)pytest+pytest-asyncio- Testingpre-commit- Git hooks for quality checksdocker- Container testing
Common Commands
# Install dependencies
uv sync --dev
# Run tests
uv run pytest
# Run linting
uv run pre-commit run --all-files
# Format code
uv run ruff format
# Type check
uv run pyright
# Build package
uv build
# Start server (stdio mode)
./start.sh
# Start server (SSE mode for web)
./start.sh --transport sse --sse-port 8099
# Start in restricted/read-only mode
./start.sh --access-mode restricted
Code Style
- Line length: 150 characters
- Quote style: double quotes
- Import style: single-line imports, sorted
- Naming: PEP8 conventions
- Type hints: Required for function signatures
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.
- 17d ago First seen · 70 lines · 401 tokens per session scan A ad47aaf5741a
postgres-mcp-pro-plus tech.md is an instructions file published in the GitHub repository cloudthinker-ai/postgres-mcp-pro-plus (7 stars, last pushed 18d ago), licensed MIT. It adds 401 tokens to every session, about $0.0016 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 2026-10-20.
postgres-mcp-pro-plus tech.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| postgres-mcp-pro-plus tech.mdcloudthinker-ai/postgres-mcp-pro-plus | Instructions file | 7 | 18d ago | MIT | A | 401 | Kiro |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 9,719 | GitHub Copilot |
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| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |