database-operations-mcp: Instructions file for Codex

AGENTS.md

database-operations-mcp AGENTS.md is an instructions file for Codex, OpenCode from sandraschi/database-operations-mcp. It costs 287 tokens per session, scanned A, original, MIT.

A guide for a FastMCP server that provides database and system operations across SQL, NoSQL, and vector databases. Vector databases store data for similarity searches, such as finding related text.

In plain words
What is it for?
Developing, running, testing, or connecting the database-operations MCP server through its command-line or web interface.
Why use it?
It documents the server entry points, response format, web interface, and development checks in one place.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md.

This is sandraschi/database-operations-mcp's own configuration. It tells Codex and OpenCode how to work on database-operations-mcp 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 database-operations-mcp configures →

Reuse

Borrowing it

Nothing to install: this file belongs to sandraschi/database-operations-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.

Copy the file
curl -O https://raw.githubusercontent.com/sandraschi/database-operations-mcp/master/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/sandraschi/database-operations-mcp

Made for: Codex, OpenCode.

Wrote this? Show the measurements

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README.md
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Per session 287 This file is loaded in full into every session.
When invoked 287 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 $0.00287 $0.00287
Opus 5.5 $0.00115 $0.00115
Sonnet 5.5 $0.00057 $0.00057
Haiku 4.5 $0.00029 $0.00029

Measured 1mo ago against content hash 6cbb4d63d144, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

database-operations-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 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 · 30 lines

What it actually says

database-operations-mcp — Agent Guide

Overview

Comprehensive FastMCP 3.3 server for database operations (SQL, NoSQL, vector) and system tools.

Entry Points

  • uv run database-operations-mcp → stdio MCP or --http for web_sota REST bridge (port 10709)
  • web_sota/start.ps1 → Vite frontend on 10708

Standards

  • FastMCP 3.2+ portmanteau tool pattern — tools use operation enum param
  • Responses: structured dicts with success, message, domain-specific fields
  • Webapp: /logs page + /api/logs per mcp-central-docs WEBAPP_LOGS_PAGE.md
  • See mcp-central-docs for fleet-wide coding standards

Key Files

  • README.md — full documentation
  • pyproject.toml — build config and entry points
  • src/database_operations_mcp/http_app.py — FastAPI web bridge
  • justfile — dev recipes

Install docs: follow mcp-central-docs/standards/AGENT_INSTALL_REFERENCE.md

Quick Ref

uv run pytest tests/unit/test_web_api.py -q
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 First seen · 30 lines · 287 tokens per session scan A 6cbb4d63d144

Subscribe to this mod's changes

database-operations-mcp AGENTS.md is an instructions file published in the GitHub repository sandraschi/database-operations-mcp (3 stars, last pushed 9d ago), licensed MIT. It adds 287 tokens to every session, about $0.0011 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.

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