MCPs › Data & APIs › text2flink
A tool that converts natural-language requests into full, deployable, execution-verified Apache Flink SQL jobs by orchestrating an LLM to draft specs, generate Flink SQL, and verify correctness against real Flink clusters and streaming semantics—including windowed aggregates, joins, Kafka grounding, and Deployable pipelines via the generate_flink_job, ground_kafka_topic, and deploy_to_kafka tools.
Not monetized yet
Turn text2flink’s tool calls into revenue: one disclosed sponsored slot, 70% revenue share, fail-open by design.
Install text2flink
For anyone using text2flink — no Lulu account needed# stdio server — install per the repository README: https://github.com/clementlemon02/text2flink
Real-time weather for any city, built on the lulu-ads widget gallery. First-party, free forever.
View server →FAQ
text2flink installs from source — follow the repository README.
Unrated out of 100, computed from cross-registry traction signals (installs, stars, registry presence) — never influenced by sponsorship.
Similar servers
Works well together
Your server?
This is for the person who owns text2flink — adds Lulu Ads to your own code. Not the install steps above, those are for your users.
Copies a ready prompt: your coding agent installs the lulu-ads SDK, wires the slot, and applies the widget design guide.
or set up manually at getlulu.dev/publishers
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Managed hosting with monetization built in — waitlist.
[](https://getlulu.dev/mcps/text2flink)