Borrowing it
Nothing to install: this file belongs to dremio/dremio-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.
curl -O https://raw.githubusercontent.com/dremio/dremio-mcp/main/CLAUDE.mdgit clone --depth 1 https://github.com/dremio/dremio-mcpWrote 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/dremio/dremio-mcp/claude-md)<a href="https://agentmods.dev/instructions/dremio/dremio-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/dremio/dremio-mcp/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 | $0.00785 | $0.00785 |
| Opus 5 | $0.00392 | $0.00392 |
| Sonnet 5 | $0.00157 | $0.00157 |
| Haiku 4.5 | $0.00078 | $0.00078 |
Grade A, and why
dremio-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 6d 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 — 84 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Dremio MCP Server
Project Overview
An MCP (Model Context Protocol) server that enables LLM integration with Dremio. It allows LLMs like Claude to query and interact with Dremio data sources via the MCP protocol. Supports local (stdio) and remote (streaming HTTP) deployment modes.
Tech Stack
- Language: Python 3.11+
- Package Manager:
uv(not pip) - Build System: Hatchling
- Framework: FastMCP / FastAPI / Starlette
- Key Libraries: mcp, pydantic, structlog, typer, PyJWT, LaunchDarkly SDK
- Testing: pytest with pytest-asyncio (strict mode)
Project Structure
src/dremioai/
├── api/ # API clients (Dremio REST, Prometheus, CLI)
│ ├── dremio/ # Dremio API client
│ ├── prometheus/ # Prometheus API client
│ └── cli/ # CLI helpers
├── config/ # Configuration management (YAML-based)
├── servers/ # MCP server implementation
│ ├── mcp.py # Main MCP server entry point (CLI via typer)
│ ├── jwks_verifier.py # JWT/JWKS auth verification
│ └── frameworks/ # Framework integrations (langchain, beeai)
├── tools/ # MCP tool definitions
│ └── tools.py # Base Tools class
├── metrics/ # Prometheus metrics
└── resources/ # MCP resources
Common Commands
# Install dependencies
uv sync
# Run the MCP server
uv run dremio-mcp-server run
# Run with custom config
uv run dremio-mcp-server run --config-file <path>
# Run all tests
uv run pytest tests
# Run a specific test file
uv run pytest tests/test_chart.py
# Manage config
uv run dremio-mcp-server config create dremioai --uri <uri> --pat <pat>
uv run dremio-mcp-server config list --type dremioai
# Build Docker image
docker build -t dremio-mcp:0.1.0 .
Development Guidelines
- Follow PEP 8 style guidelines
- Use type hints for function arguments and return values
- Async-first: tools and server handlers are async (
asyncio_mode = strict) - New tools must inherit from the
Toolsbase class indremioai.tools.tools - Tools are categorized by
ToolType:FOR_DATA_PATTERNS,FOR_SELF,FOR_PROMETHEUS - Config is YAML-based, located at
~/.config/dremioai/config.yamlby default - Commit messages start with a JIRA ticket ID (e.g.,
DX-XXXXX: description) - Branch from
mainfor all 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.
- 6d ago First seen · 84 lines · 785 tokens per session scan A e85d87c7177d
dremio-mcp CLAUDE.md is an instructions file published in the GitHub repository dremio/dremio-mcp (53 stars, last pushed 15d ago), licensed Apache-2.0. It adds 785 tokens to every session, about $0.0039 per session on Opus 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 2026-08-30.
Other instructions, from other repositories
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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).
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).
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.
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.