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bagel MCP Server

Extelligence-ai/bagel

Score: 78.0 Rank #2437 Data Processing
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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.

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Overview

Extelligence-ai/bagel is a Python MCP server licensed under Apache-2.0. 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. Topics: robotics, ros2, mcp, drone, ardupilot, betaflight, px4-autopilot, claude, data-reduction, duckdb, iot, mcap, mcp-server, model-context-protocol, ros.

Ranked #2437 out of 24846 indexed tools.

In the top 10% of all indexed tools.

Has 10 contributors.

Ecosystem

Python Apache-2.0 135 pypi/wk
roboticsros2mcpdroneardupilotbetaflightpx4-autopilotclaudedata-reductionduckdbiotmcapmcp-servermodel-context-protocolros

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 399

399 stars → growing community

Freshness 25% 1mo ago

Last commit 1mo ago → moderate activity

Issue Health 25% 60%

46/77 issues closed → decent issue management

Contributors 10% 10

10 contributors → active community

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads 13% 135/wk

135 weekly installs → early adoption

Forks 30
Description Detailed
License Apache-2.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Freshness high impact

Last commit was 31 days ago — a recent commit would boost your freshness score

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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Matched Queries

"mcp server""mcp-server"topic:mcptopic:mcp-servertopic:model-context-protocol

From the README

<p align="center">
  
</p>

<p align="center">
  <strong>Bits to atoms.<br>Atoms to bits.</strong>
</p>

<p align="center">
  <em>If you still have a script called <code>parse_bag_final_v7.py</code>, we need to talk.</em>
</p>

<h1 align="center">
  <a href="https://github.com/Extelligence-ai/bagel/blob/main/LICENSE">
    
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  <a href="https://github.com/Extelligence-ai/bagel/actions/workflows/test.yaml">
    
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  <a href="https://github.com/Extelligence-ai/bagel/actions/workflows/publish.yaml">
    
  </a>
  <a href="https://discord.gg/QJDwuDGJsH">
    
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</h1>

<p align="center">
  <picture>
    <source media="(prefers-color-scheme: dark)" srcset="./doc/assets/hero_dark_mode.png">
    
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</p>

Bagel by Extelligence lets you ask questions about robotics, drone, and IoT data in plain English.
Every calculation over your message data is DuckDB SQL, not model guesswork, and
Bagel shows you the query so you can audit it.

> Is my IMU sensor over
Read full README on GitHub →

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