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Bagel

Claimed

by Extelligence-ai

Query robotics, drone, and IoT data in plain English through an MCP server, with an intelligent edge data reduction pipeline that keeps only the data that matters.

Install

$claude mcp add --transport sse bagel http://0.0.0.0:8000/sse

Set up this server

This server needs project-specific setup. Follow the project instructions; no reusable public launch command is available yet.

Project instructions
ardupilotbetaflightclaudedata-reductiondroneduckdbiotmcapmcpmcp-servermodel-context-protocolpx4-autopilotroboticsrosros2

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Security profile

Exposure: Extensive

Reaches several sensitive areas at once. Read the list before installing.

What this server can reach, from a static read of the shipped code. Nothing was executed and nothing here is a verdict: a browser tool has to run commands and an API wrapper has to call its API. Decide what fits your setup.

NVIDIA SkillSpector v2.11.0, MCPVault MCP-server policy. Scanned 4 days ago @ bd3f65c.

Detected

  • Talks to external services3 places

    Makes outbound requests. The hosts are listed so you can see where data goes.

    api.slack.com, api.smithery.ai, api.typesafe.ai

  • Reads environment variables in bulk1 places

    Copies or enumerates the whole environment, which can include keys meant for other tools.

  • Runs shell commands13 places

    Spawns processes on your machine. Expected for command, browser and build tools.

  • Loads code at runtime1 places

    Uses eval, dynamic imports or encoded payloads, which static review cannot fully follow.

  • Accesses credential files3 places

    References SSH keys, cloud credential files or token stores.

  • Reads local configuration files2 places

    Loads a .env, .npmrc or config file. Normal for a server that needs an API key.

  • Uses elevated privileges1 places

    sudo, the Docker socket or a privileged container appear in shipped code.

  • Installs itself to run later1 places

    Writes startup entries, cron jobs or state files that outlive the session.

  • Contains instructions aimed at AI agents2 places

    Text in code or agent-facing files that steers a model. Worth reading before you trust it.

  • Passes model output on without checks1 places

    Model output reaches HTML, SQL or a shell without validation.

  • Fetches user-supplied URLs1 places

    Requests arbitrary URLs, including internal addresses, based on input.

  • Runs unpinned packages at runtime8 places

    Executes npx or uvx without a version, so a compromised upstream release would run.

Not detected: sends conversation content outward, reads or writes other agents' configuration, matches a known malicious pattern.

Dependencies with known advisories

None found in the lockfiles and manifests checked against OSV.dev.

Left out of the profile

27 pattern matches in documentation, configuration or CI files were recorded but are not part of the profile, because they do not run when the server does. The owner dashboard lists them.

How the profile works Maintainers see file, line and a fix for each item in their dashboard.

Tool change history

Compared across complete checks of the same configuration. Tools were listed, not invoked. Input-schema changes are not measured here.

No complete tool checks yet.

FAQ

Questions about Bagel MCP Server

How do I connect Bagel MCP Server to Claude?
The listing records `claude mcp add --transport sse bagel http://0.0.0.0:8000/sse` as its setup step. Run it, then follow the repository's instructions for the client configuration; the listing names Claude Code, Cursor, ChatGPT as compatible clients.
Is Bagel MCP Server free?
The listed licence is Apache-2.0. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.
What can Bagel MCP Server do?
MCPVault has not yet recorded the tool list for Bagel MCP Server; it is captured when the server passes a live MCP handshake. The description above is what the project publishes.