Databases MCP Servers for DeepSeek Harness

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

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

Read-only SQL database and plain-text SQL dump schema extraction to compact TOON for MCP clients.

Deterministic SHACL-based assessment and comparison for digital passport data models.

AI agent interface to Apache DolphinScheduler: 58 MCP tools for workflow orchestration & data ops.

MCP server for Microsoft Fabric Data Warehouses and SQL Analytics Endpoints

Provides tools to manage Memorystore for Valkey instances and backups.

Igloo MCP - Snowflake MCP Server for agentic native workflows

An IMAS Data Dictionary MCP server

58 AI data quality, data matching, and data enrichment APIs for better data ROI

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

Query Klaaro datasets, documents, and extracted records from any agent.

Read your Iceberg tables hosted in Europe: find tables, run read-only SQL, view photos.

Convert natural language into validated Liquibase XML or SQL changesets. 19 tools, 12 databases.

MCP Toolbox for Databases enables your agent to connect to your database.

Query 40 databases from Claude, ChatGPT, or Cursor — on any device. Read-only, encrypted, audited.

Provenance-first database for teams and agents: every value carries sources, rules and coverage.

Mongo ObjectId base64 shape, value discarded

MCP server for SQL Server Express LocalDB on Windows: manage instances, run T-SQL, discover DBs

Security-first MySQL MCP server with AST validation, table whitelist, schema resources, and audit.

Controlled SQL access gateway with policy, cost limits, tenant isolation, and safe tools.