Integrations
Integrations connect the MCP Toolbox to your external data sources, unlocking specific sets of tools for your agents.
4 minute read
An Integration represents a connection to a database or a HTTP Server.
You can define the connection the Source just once in your tools.yaml file. Once connected, that integration unlocks a suite of specialized Tools (like querying data, listing tables, or analyzing schemas) that your clients can immediately use.
Exploring Integrations & Tools
Select an integration below to view its configuration requirements. Depending on the integration, the documentation will provide the tools.yaml snippets needed to establish a source connection, detail any specific tools available to your agents, or both.
AlloyDB Admin
The "alloydb-admin" source provides a client for the AlloyDB API.
AlloyDB PostgreSQL
AlloyDB for PostgreSQL is a fully-managed, PostgreSQL-compatible database for demanding transactional workloads.
BigQuery
BigQuery is Google Cloud's fully managed, petabyte-scale, and cost-effective analytics data warehouse that lets you run …
Bigtable
Bigtable is a low-latency NoSQL database service for machine learning, operational analytics, and user-facing …
Cassandra
Apache Cassandra is a NoSQL distributed database known for its horizontal scalability, distributed architecture, and …
ClickHouse
ClickHouse is an open-source, OLTP database.
Cloud Healthcare
The Cloud Healthcare API provides a managed solution for storing and accessing healthcare data in Google Cloud, …
Cloud Logging Admin
The Cloud Logging Admin source enables tools to interact with the Cloud Logging API, allowing for the retrieval of log …
Cloud Monitoring
A "cloud-monitoring" source provides a client for the Cloud Monitoring API.
Cloud SQL Admin
A "cloud-sql-admin" source provides a client for the Cloud SQL Admin API.
Cloud SQL for MySQL
Cloud SQL for MySQL is a fully-managed database service for MySQL.
Cloud SQL for PostgreSQL
Cloud SQL for PostgreSQL is a fully-managed database service for Postgres.
Cloud SQL for SQL Server
Cloud SQL for SQL Server is a fully-managed database service for SQL Server.
CockroachDB
CockroachDB is a distributed SQL database built for cloud applications.
Couchbase
A "couchbase" source connects to a Couchbase database.
Dataform
Explore this integration.
Dataplex
Dataplex Universal Catalog is a unified, intelligent governance solution for data and AI assets in Google Cloud. …
Dataproc Clusters
Google Cloud Dataproc Clusters lets you provision and manage Apache Spark and Hadoop clusters.
Dgraph
Dgraph is fully open-source, built-for-scale graph database for Gen AI workloads
Elasticsearch
Elasticsearch is a distributed, free and open search and analytics engine for all types of data, including textual, …
Firebird
Firebird is a powerful, cross-platform, and open-source relational database.
Firestore
Firestore is a NoSQL document database built for automatic scaling, high performance, and ease of application …
Gemini Data Analytics
A "cloud-gemini-data-analytics" source provides a client for the Gemini Data Analytics API.
HTTP
The HTTP source enables the Toolbox to retrieve data from a remote server using HTTP requests.
Looker
Looker is a business intelligence tool that also provides a semantic layer.
MariaDB
MariaDB is an open-source relational database compatible with MySQL.
MindsDB
MindsDB is an AI federated database that enables SQL queries across hundreds of datasources and ML models.
MongoDB
MongoDB is a no-sql data platform that can not only serve general purpose data requirements also perform VectorSearch …
MySQL
MySQL is a relational database management system that stores and manages data.
Neo4j
Neo4j is a powerful, open source graph database system
OceanBase
OceanBase is a distributed relational database that provides high availability, scalability, and compatibility with …
Oracle
Oracle Database is a widely-used relational database management system.
PostgreSQL
PostgreSQL is a powerful, open source object-relational database.
Redis
Redis is a in-memory data structure store.
Serverless for Apache Spark
Google Cloud Serverless for Apache Spark lets you run Spark workloads without requiring you to provision and manage your …
SingleStore
SingleStore is the cloud-native database built with speed and scale to power data-intensive applications.
Snowflake
Snowflake is a cloud-based data platform.
Spanner
Spanner is a fully managed database service from Google Cloud that combines relational, key-value, graph, and search …
SQL Server
SQL Server is a relational database management system (RDBMS).
SQLite
SQLite is a C-language library that implements a small, fast, self-contained, high-reliability, full-featured, SQL …
TiDB
TiDB is a distributed SQL database that combines the best of traditional RDBMS and NoSQL databases.
Trino
Trino is a distributed SQL query engine for big data analytics.
Utility tools
Explore this integration.
Valkey
Valkey is an open-source, in-memory data structure store, forked from Redis.
YugabyteDB
YugabyteDB is a high-performance, distributed SQL database.
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