googleapis/mcp-toolbox
MCP Toolbox is an open-source Model Context Protocol server that connects AI agents, IDEs, and applications directly to various enterprise databases, including ClickHouse, for data interaction and ...
Awesome ClickHouse › CHUI(Chat-based User Interface) or CHUBACA(Chat-Based Client:)
WrenAI is an open-source Generative Business Intelligence (GenBI) engine designed to enable AI agents to produce accurate and governed business intelligence, from SQL answers to shareable dashboards. It supports over 22 data sources, including popular databases like BigQuery, Snowflake, PostgreSQL, as well as ClickHouse, Amazon Redshift, and Databricks. At its core, WrenAI introduces an 'open context layer' that provides AI agents with more than just database schemas. This layer incorporates business semantics, approved definitions, examples, memory, and governance rules, along with unstructured company knowledge from documents and chat threads. This context ensures that the generated BI is trustworthy and relevant, making agents less prone to 'confidently wrong' outputs. The platform operates in three main phases: Generate, Deploy, and Know. In the 'Generate' phase, agents convert natural language business questions into governed SQL and charts, leveraging schema-aware retrieval, semantic model (MDL) planning, and dry-plan validation for correctness. The 'Deploy' phase allows for the creation of shareable browser-side dashboards, powered by `wren-core-wasm`, which can be easily shipped to platforms like Vercel or Cloudflare Pages. Finally, the 'Know' phase emphasizes captured knowledge in versionable, evidence-linked files, such as MDLs and instruction markdown files, fostering reviewable, Git-friendly, and vendor-agnostic context. This makes WrenAI a powerful tool for organizations looking to integrate AI-driven analytics with robust data governance and knowledge management.
https://github.com/Canner/WrenAI
MCP Toolbox is an open-source Model Context Protocol server that connects AI agents, IDEs, and applications directly to various enterprise databases, including ClickHouse, for data interaction and ...
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