Extelligence-ai / bagel
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.
Why this job: says: mcp server; topics: mcp-server, model-context-protocol, mcp
What it does
- Ask in plain language. No deep domain expertise needed.
- Transparent calculations. Deterministic SQL queries. No black-box LLM math.
- Natural-language pipelines. "Keep 10s around every hard brake, drop the rest":
- Broad LLM support. Claude Code, Gemini, Cursor, Codex, Grok Build, Grok Bot, and more.
- Installs your way. pip / uvx for recorded data, Docker images for live robots and the edge.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 5 days ago
- Stars
- 404
- +5 this week
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v2.5.2
- Released 31 days ago
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- 3
- Last 90 days
- Issues
- 67% closed
- 23 still open
- Pull requests
- 183 merged
- 8 waiting
- Releases
- 11
- 11 in the last year
- Contributing guide (opens in new tab)
- Security policy (opens in new tab)
- No code of conduct
Similar repos
| Repo | Stars | Last commit | Licence | Downloads for |
|---|---|---|---|---|
| robotmcp / ros-mcp-server | 1,519 | 47 days ago | Apache-2.0 | No downloads |
More: languages, topics and project record
Languages
- Python 100%
- Shell <1%
- JavaScript <1%
Topics
- ardupilot
- betaflight
- claude
- data-reduction
- drone
- duckdb
- iot
- mcap
- mcp
- mcp-server
- model-context-protocol
- px4-autopilot
Project record
- JobMCP servers
- StatusListed
- Commits799
- Forks31
- Watching9
- Stars in 28 days+7
- CreatedJun 27, 2025
- First seen by usNov 7, 2026
- CheckedNov 7, 2026