Google PageRank for AI agents. 25,000+ tools indexed.

bagel MCP Server

Extelligence-ai/bagel

Score: 57.0 Rank #925 Data Processing
Are you the maintainer of Extelligence-ai/bagel? Claim this listing →

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.

Add AgentRank to Claude Code Discover and compare tools like Extelligence-ai/bagel — your AI finds the right one automatically
Get API Access →
claude mcp add agentrank -- npx -y agentrank-mcp-server

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.

Ranked #925 out of 24850 indexed tools.

In the top 4% of all indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python Apache-2.0 135 pypi/wk

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 397

397 stars → growing community

Freshness 25% today

Last commit today → actively maintained

Issue Health 25% 0%

0/28 issues closed → many open issues

Contributors 10% 0

0 contributors → solo project

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

Issue Health high impact

You have 28 open vs 0 closed issues — triaging stale issues improves health

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

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

Badge all embed codes →

AgentRank score for Extelligence-ai/bagel
[![AgentRank](https://agentrank-ai.com/api/badge/tool/Extelligence-ai--bagel)](https://agentrank-ai.com/tool/Extelligence-ai--bagel/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
<a href="https://agentrank-ai.com/tool/Extelligence-ai--bagel/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/tool/Extelligence-ai--bagel" alt="AgentRank"></a>

Embed Widget docs →

Embed a rich score widget on your site or blog.

<script src="https://agentrank-ai.com/embed.js" data-tool="Extelligence-ai/bagel"></script>

Matched Queries

"mcp server""mcp-server"

Get the weekly AgentRank digest

Top movers, new tools, ecosystem insights — straight to your inbox.