AI tools for BigQuery
22 MCP servers, agents and text-to-SQL tools that work with BigQuery, ranked within this target.
Top by category
Agents
- Gemini CLI 107k★
- LangChain SQL Agent 148k★
- MindsDB 40k★
- Nao 1.9k★
- PandasAI 24k★
Text-to-SQL
- WrenAI 18k★
- Dataherald 3.6k★
- Vanna 24k★
Platforms & infra
- Apache Superset 75k★
- Metabase 50k★
- Cube 21k★
- Evidence 7.0k★
- Lightdash 6.2k★
All BigQuery tools
| # | Tool | Category | Score | Stars | Freshness | Access |
|---|---|---|---|---|---|---|
| 1 · 4 in cat | Gemini CLIofficial Gemini CLI agent with BigQuery/Data Cloud extensions | Agents | 100 | 107k | 0d | write |
| 2 · 2 in cat | LangChain SQL Agentofficial LangChain SQLDatabase toolkit and SQL agent | Agents | 100 | 148k | 0d | write |
| 3 · 1 in cat | Apache Supersetofficial Open-source BI platform | Platforms & infra | 99 | 75k | 0d | write |
| 4 · 2 in cat | Metabaseofficial Open-source BI with Metabot AI | Platforms & infra | 96 | 50k | 0d | write |
| 5 · 3 in cat | Looker MCP (via Toolbox)official Looker tools are provided through MCP Toolbox for Databases | MCP servers | 90 | 17k | 1d | read-only |
| 6 · 2 in cat | MCP Toolbox for Databasesofficial Google's open-source MCP server for databases incl. BigQuery, Postgres, AlloyDB | MCP servers | 90 | 17k | 1d | write |
| 7 · 6 in cat | Cubeofficial Semantic layer with AI API and MCP | Platforms & infra | 92 | 21k | 0d | read-only |
| 8 · 2 in cat | WrenAIofficial Open-source GenBI agent: text-to-SQL, charts, semantic layer | Text-to-SQL | 91 | 18k | 1d | read-only |
| 9 · 6 in cat | MindsDBofficial Federated query engine for AI agents with MCP server | Agents | 89 | 40k | 36d | write |
| 10 · 10 in cat | Evidenceofficial BI-as-code static reporting framework (SQL+Markdown) | Platforms & infra | 86 | 7.0k | 0d | read-only |
| 11 · 11 in cat | Lightdashofficial dbt-native BI with AI agents and MCP | Platforms & infra | 86 | 6.2k | 0d | write |
| 12 · 13 in cat | Rillofficial BI-as-code dashboards with MCP/AI features | Platforms & infra | 82 | 2.9k | 0d | read-only |
| 13 · 12 in cat | SQLMeshofficial dbt-compatible transformation framework | Platforms & infra | 82 | 3.3k | 0d | write |
| 14 · 9 in cat | Naoofficial AI data IDE / agent for analytics engineers | Agents | 79 | 1.9k | 0d | write |
| 15 · 14 in cat | Bruinofficial End-to-end data pipeline CLI (ingest, SQL, Python, quality) with MCP | Platforms & infra | 79 | 1.8k | 0d | write |
| 16 · 11 in cat | PandasAIofficial Conversational data analysis over dataframes and SQL sources | Agents | 63 | 24k | 353d | read-only |
| 17 · 12 in cat | Lumen (HoloViz) AI data exploration and dashboard agent from HoloViz | Agents | 60 | 318 | 1d | read-only |
| 18 · 16 in cat | Text2SQL benchmark: Spider 2.0 Enterprise text-to-SQL benchmark on real warehouses | Platforms & infra | 55 | 880 | 65d | read-only |
| 19 · 5 in cat | Dataheraldofficial Natural-language-to-SQL engine for enterprise QA over relational data | Text-to-SQL | 53 | 3.6k | 827d | read-only |
| 20 · 32 in cat | BigQuery MCP (community) MCP server to inspect schemas and run queries on BigQuery | MCP servers | 25 | 131 | 252d | read-only |
| 21 · 34 in cat | Legion MCP Multi-database MCP server built on Query Runner | MCP servers | 24 | 95 | 524d | write |
| 22 · 6 in cat | Vannaofficialarchived RAG-based text-to-SQL Python framework | Text-to-SQL | 23 | 24k | 256d | read-only |