MindsDB 25.12.0
pip install MindsDB
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MindsDB's AI SQL Server enables developers to build AI tools that need access to real-time data to perform their tasks
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- License: Elastic License 2.0
- Author:MindsDB Inc
- Requires: Python <3.14, >=3.10
- Provides-Extra:
dev,langfuse,opentelemetry,test,all-extras,access,aerospike,altibase,anomaly-detection,anthropic,apache-doris,aurora,autogluon,autokeras,autosklearn,azure-blob,bedrock,bigquery,binance,box,byom,cassandra,chromadb,ckan,clickhouse,cloud-spanner,cloud-sql,cohere,coinbase,couchbase,couchbasevector,crate,d0lt,databend,databricks,datastax,db2,derby,discord,documentdb,dremio,dropbox,druid,dspy,edgelessdb,elasticsearch,email,empress,eventbrite,faunadb,file,firebird,flaml,frappe,gcs,github,gitlab,gmail,gong,google-analytics,google-books,google-calendar,google-content-shopping,google-fit,google-gemini,google-search,greptimedb,groq,hana,hive,hsqldb,hubspot,huggingface-api,huggingface,huggingface-cpu,ibm-cos,ignite,impala,influxdb,informix,ingres,jira,lancedb,langchain-embedding,langchain,leonardoai,libsql,lightfm,lightwood,lindorm,litellm,llama-index,ludwig,luma,mariadb,matrixone,maxdb,mediawiki,mendeley,merlion,milvus,minds-endpoint,mlflow,monetdb,mongodb,ms-one-drive,ms-teams,mssql,mssql-odbc,mysql,newsapi,neuralforecast,neuralforecast-extra,notion,nuo-jdbc,oceanbase,openai,openbb,openstreetmap,oracle,palm,paypal,pgvector,phoenix,pinecone,pinot,plaid,planetscale,popularity-recommender,portkey,pycaret,qdrant,questdb,quickbooks,rag,reddit,replicate,rocket-chat,rockset,salesforce,scylla,sendinblue,sentence-transformers,shopify,singlestore,slack,snowflake,solace,solr,spacy,sqlany,sqreamdb,stabilityai,starrocks,statsforecast,statsforecast-extra,strava,stripe,surrealdb,symbl,tdengine,teradata,tidb,timegpt,togetherai,tpot,trino,twelve-labs,twilio,twitter,unify,vertex,vertica,vitess,weaviate,web,webz,whatsapp,writer,xata,youtube,zendesk,zotero,all-handlers-extras
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Project description
MindsDB enables humans, AI, agents, and applications to get highly accurate answers across large scale data sources.
Install MindsDB Server
MindsDB is an open-source server that can be deployed anywhere - from your laptop to the cloud, and everywhere in between. And yes, you can customize it to your heart's content.
- Using Docker Desktop. This is the fastest and recommended way to get started and have it all running.
- Using Docker. This is also simple, but gives you more flexibility on how to further customize your server.
MindsDB has an MCP server built in that enables your MCP applications to connect, unify and respond to questions over large-scale federated data—spanning databases, data warehouses, and SaaS applications.
Core Philosophy: Connect, Unify, Respond
MindsDB's architecture is built around three fundamental capabilities:
Connect Your Data
You can connect to hundreds of enterprisedata sources (learn more). These integrations allow MindsDB to access data wherever it resides, forming the foundation for all other capabilities.
Unify Your Data
In many situations, it’s important to be able to prepare and unify data before generating responses from it. MindsDB SQL offers knowledge bases and views that allow indexing and organizing structured and unstructured data as if it were unified in a single system.
- KNOWLEDGE BASES – Index and organize unstructured data for efficient Q&A.
- VIEWS – Simplify data access by creating unified views across different sources (no-ETL).
Unification of data can be automated using JOBs
- JOBS – Schedule synchronization and transformation tasks for real-time processing.
Respond From Your Data
Chat with Your Data
- AGENTS – Configure built-in agents specialized in answering questions over your connected and unified data.
- MCP – Connect to MindsDB through the MCP (Model Context Protocol) for seamless interaction.
🤝 Contribute
Interested in contributing to MindsDB? Follow ourinstallation guide for development.
You can find ourcontribution guide here.
We welcome suggestions! Feel free to open new issues with your ideas, and we’ll guide you.
This project adheres to aContributor Code of Conduct. By participating, you agree to follow its terms.
Also, check out ourcommunity rewards and programs.
🤍 Support
If you find a bug, please submit anissue on GitHub.
Here’s how you can get community support:
- Ask a question in ourSlack Community.
- Join ourGitHub Discussions.
- Post onStack Overflow with the MindsDB tag.
For commercial support, pleasecontact the MindsDB team.
💚 Current Contributors
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🔔 Subscribe for Updates
Join ourSlack community
Project details
Verified details
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Maintainers
mindsdbmindsdb_sysadminUnverified details
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Meta
- License: Elastic License 2.0
- Author:MindsDB Inc
- Requires: Python <3.14, >=3.10
- Provides-Extra:
dev,langfuse,opentelemetry,test,all-extras,access,aerospike,altibase,anomaly-detection,anthropic,apache-doris,aurora,autogluon,autokeras,autosklearn,azure-blob,bedrock,bigquery,binance,box,byom,cassandra,chromadb,ckan,clickhouse,cloud-spanner,cloud-sql,cohere,coinbase,couchbase,couchbasevector,crate,d0lt,databend,databricks,datastax,db2,derby,discord,documentdb,dremio,dropbox,druid,dspy,edgelessdb,elasticsearch,email,empress,eventbrite,faunadb,file,firebird,flaml,frappe,gcs,github,gitlab,gmail,gong,google-analytics,google-books,google-calendar,google-content-shopping,google-fit,google-gemini,google-search,greptimedb,groq,hana,hive,hsqldb,hubspot,huggingface-api,huggingface,huggingface-cpu,ibm-cos,ignite,impala,influxdb,informix,ingres,jira,lancedb,langchain-embedding,langchain,leonardoai,libsql,lightfm,lightwood,lindorm,litellm,llama-index,ludwig,luma,mariadb,matrixone,maxdb,mediawiki,mendeley,merlion,milvus,minds-endpoint,mlflow,monetdb,mongodb,ms-one-drive,ms-teams,mssql,mssql-odbc,mysql,newsapi,neuralforecast,neuralforecast-extra,notion,nuo-jdbc,oceanbase,openai,openbb,openstreetmap,oracle,palm,paypal,pgvector,phoenix,pinecone,pinot,plaid,planetscale,popularity-recommender,portkey,pycaret,qdrant,questdb,quickbooks,rag,reddit,replicate,rocket-chat,rockset,salesforce,scylla,sendinblue,sentence-transformers,shopify,singlestore,slack,snowflake,solace,solr,spacy,sqlany,sqreamdb,stabilityai,starrocks,statsforecast,statsforecast-extra,strava,stripe,surrealdb,symbl,tdengine,teradata,tidb,timegpt,togetherai,tpot,trino,twelve-labs,twilio,twitter,unify,vertex,vertica,vitess,weaviate,web,webz,whatsapp,writer,xata,youtube,zendesk,zotero,all-handlers-extras
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- Operating System
- Programming Language
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