Le catalogue réel des outils pour IA

Query and manage Apache Pinot through MCP with typed tools and preview-first safety.

Diagnose Airflow failures from UI links with bounded logs and optional recovery actions.

Apache JMeter community documentation, conversion tools, linters, and calculators for AI agents.

An MCP server for Apache Airflow

MCP server for Apache Parquet files

MCP Server for Apache Iceberg

Stops an agent's Trino or Pinot query before it runs if it costs too much or reads outside its grant

REST-to-MCP for UK hospitality. Safety proxy: circuit-breakers, rate limits, whitelists. Apache 2.0.

AI-powered MCP server for Apache Druid cluster management and analytic

Apache Kafka monitoring & management for AI agents (with consumer lag) — governed.

Local MCP server for AI-assisted Apache Tomcat management and diagnostics

Managed Apache Solr for agents: hybrid BM25+kNN search, server-side embeddings, RAG answers

Manage Apache Kafka on Kubernetes via Strimzi. Clusters, topics, users, connectors, MM2.

Deterministic IR/IR-LINT validation, policy packs, drift vs exports (archrad). Apache-2.0.

Pre-tool policy enforcement + JSONL audit for AI agents. Apache 2.0.

Ranked local code-graph context for AI coding agents. Intercepts reads + greps. Apache-2.0.

MCP server for diagnosing Apache Spark event-log performance issues and comparing runs.

Provision PostgreSQL, manage Apache Kafka, and deploy apps with Aiven - all from your AI assistant.

AI agent interface to Apache DolphinScheduler: 58 MCP tools for workflow orchestration & data ops.

Apache Camel API Gateway with REST-to-MCP bridging for LLM agents.