Databases MCP Servers for DeepSeek Harness

Bulk phone validation for an Apify dataset, CSV/Excel/JSON file or Google Sheet

Your Caspio data is MCP-enabled. Bring any dataset and put your AI assistants to work. No coding.

Read and build a CloudCrane workspace: datasets, field contracts, review queue, receipts, runs.

CrateDB MCP Server for natural-language Text-to-SQL and documentation retrieval.

Query CSV files with SQL via MCP. Fast, local, zero-config, read-only, sandboxable with --root.

Returns GROUP BY and pivot tables for any Apify dataset, file or Google Sheet by URL, or JSON...

Returns a deduplicated, flattened and cleaned copy of any Apify dataset, file or Google Sheet by...

Returns what was added, removed or changed between two Apify datasets, files, Google Sheets or...

Returns rows of any Apify dataset, CSV/Excel/JSON file URL or Google Sheet that pass filter...

Returns two Apify datasets, files or Google Sheets by URL, or JSON arrays joined on key fields...

Query a TikTok data warehouse (creators, videos, sounds, daily history) with read-only SQL.

Read-only SQL Server introspection and querying: schema, definitions, dependencies and data.

Inspect Estuary Flow captures, materializations, collections and stats.

Validate and prepare CSV; reconcile two tables with exact keys and full findings. Fixed free demos.

Serve any JSON file as read-only list, keyword search and get-by-id MCP tools.

Debug Kafka from an agent: find messages, measure consumer lag, unblock consumers, compare clusters.

Explore and query your data warehouse through Myriade's AI data analyst agent.

Support for SSE, STDIO in MySQL MCP server, includes CRUD, database anomaly analysis capabilities; not limited to basic MySQL CRUD functions

Let your users work with their own data through an AI assistant, limited to what they can see.

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Query and analyze your pylo data. Changes become proposals you approve in the pylo admin UI or API.