qdrant-mcp: Instructions file for Claude Code

CLAUDE.md

qdrant-mcp CLAUDE.md is an instructions file for Claude Code from stigenai/qdrant-mcp. It costs 239 tokens per session, scanned A, original, no licence file.

A set of Claude Code instructions for a repository that integrates Qdrant, a database for storing and searching vector data.

In plain words
What is it for?
Use it when developing the qdrant-mcp repository, including its structure, goals, Qdrant resources, and development workflow.
Why use it?
It gives Claude Code the repository context and development rules needed to work consistently in that project.

Instructions file for Claude Code

Written for Claude Code: the file is CLAUDE.md.

This is stigenai/qdrant-mcp's own configuration. It tells Claude Code how to work on qdrant-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 qdrant-mcp configures →

Reuse

Borrowing it

Nothing to install: this file belongs to stigenai/qdrant-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/stigenai/qdrant-mcp/main/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/stigenai/qdrant-mcp

Made for: Claude Code.

Wrote 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.

agentmods badge for qdrant-mcp CLAUDE.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/stigenai/qdrant-mcp/claude-md/github.svg)](https://agentmods.dev/instructions/stigenai/qdrant-mcp/claude-md)
Your own site
<a href="https://agentmods.dev/instructions/stigenai/qdrant-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/stigenai/qdrant-mcp/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.

agentmods 80×15 button for qdrant-mcp CLAUDE.md

Your own site · 80×15
<a href="https://agentmods.dev/instructions/stigenai/qdrant-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/stigenai/qdrant-mcp/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 239 This file is loaded in full into every session.
When invoked 239 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 unknown 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 $0.00239 $0.00239
Opus 5.5 $0.00096 $0.00096
Sonnet 5.5 $0.00048 $0.00048
Haiku 4.5 $0.00024 $0.00024

Measured 2mo ago against content hash 65dcabfcce63, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

qdrant-mcp 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 2mo 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.

CLAUDE.md · 18 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 2mo ago First seen · 18 lines · 239 tokens per session scan A 65dcabfcce63

Subscribe to this mod's changes

qdrant-mcp CLAUDE.md is an instructions file published in the GitHub repository stigenai/qdrant-mcp (2 stars, last pushed 1y ago), with no licence file. It adds 239 tokens to every session, about $0.0010 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.

Related

qdrant-mcp CLAUDE.md compared with instructions from other repositories

qdrant-mcp CLAUDE.md next to 6 instructions from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
qdrant-mcp CLAUDE.mdstigenai/qdrant-mcpInstructions file21y agononeA239Claude Code
vscode buildNext.instructions.mdmicrosoft/vscodeInstructions file195kyesterdayMITA9,719GitHub Copilot
next.js AGENTS.mdvercel/next.jsInstructions file143kyesterdayMITA7,461Codex, OpenCode
langchain AGENTS.mdlangchain-ai/langchainInstructions file149kyesterdayMITA4,680Codex, OpenCode
vscode oss-third-party-notices.instructions.mdmicrosoft/vscodeInstructions file195kyesterdayMITA5,516GitHub Copilot
vscode copilot-instructions.mdmicrosoft/vscodeInstructions file195kyesterdayMITA3,093GitHub Copilot
deepseek-harness AGENTS.mddeepseek-ai/deepseek-harnessInstructions file274k2d agoMITA4,313Codex, OpenCode