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Workflow collection · 2026-10-15

Database MCP Servers & Skills

Choose a live database connection, or add the vendor’s development guidance to your coding assistant. This collection brings established directory guides together with the new MongoDB, Redis, PlanetScale, Convex, Upstash and Turso skills.

25 guides · 15 MCP / 10 Skills

A curated starting point across database products and data platforms. Each card links to a directory guide and the author’s source. The selection includes earlier guides and this week’s additions; it is not an exhaustive category listing.

Choose your starting point

Your taskStart hereHow to choose
Inspect a schema or query a connected databaseStart with an MCP serverChoose the server for the database you already use, then read its authentication and permission requirements.
Write models, queries, migrations, or application codeStart with a SkillChoose the vendor’s workflow guidance for your coding agent. Several plugins also bundle MCP access; check the installation guide.
Plan an analytics pipeline or governed metricsBrowse the data-platform skillsThe dbt, Databricks and Snowflake entries cover workflows around the database as well as SQL itself.

Connect operational databases

Find the connection that matches your existing service or database platform.

MCPBatch 2026-10-15

Couchbase MCP

Explore Capella or self-managed Couchbase clusters, inspect document schemas, and run SQL++ queries with Couchbase’s own MCP server.

couchbase/mcp-server-couchbaseDescription source checked 2026-10-14
Read directory guide →Author source ↗

Query analytics and time-series systems

Explore analytical engines and time-series databases through their own MCP projects.

Documents, Redis, and vectors

Choose the data model and retrieval workflow that fits your application.

Database development skills

Add product-specific guidance for schemas, queries, application integration, and database operations.

Analytics and data-platform skills

Go from individual queries to models, jobs, pipelines, and governed platform workflows.

SkillBatch 2026-10-16

dbt Agent Skills

Bring dbt-authored workflows for analytics engineering, testing, semantic models, dbt Mesh, platform operations, and migration into your coding agent.

dbt-labs/dbt-agent-skillsDescription source checked 2026-10-15
Read directory guide →Author source ↗
SkillBatch 2026-10-16

Snowflake AI Kit

Connect your coding agent to Snowflake’s Cortex Code workflows for SQL, data governance, dynamic tables, machine learning, and warehouse operations.

Snowflake-Labs/snowflake-ai-kitDescription source checked 2026-10-15
Read directory guide →Author source ↗

Questions about this collection

Which entries are newly added?

Cards marked Batch 2026-10-16 are from the third directory edition. Their actual source-check and addition date is 2026-10-15. Other cards come from earlier batches or established directory guides.

Does installing a Skill connect my database?

Use the entry’s installation guide to check the chosen route. A skills-only installer adds instructions; some vendor plugins combine skills with an MCP connection and separate authentication.

Are all these guides verified on the same date?

No. Each card shows when its description source was checked. The linked guide keeps its own verification date. For established entries, use the author source for current setup instructions.

Keep exploring

Explore the fourth batch: 29 official cloud, payment, security, and monitoring additions →

See all 25 additions in the third batch → · Full directory →