Database MCP servers for Postgres, MySQL, SQLite, MongoDB and more: let an AI assistant inspect schemas and run queries with the access you allow. 1,095 servers in this category.
Provides a shared, governed memory engine for AI coding agents using PostgreSQL and pgvector to capture and recall team knowledge.
Provides an AI agent with read-only access to PostgreSQL for exploring schemas, viewing sample rows, analyzing query plans, and running SELECT statements.
Enables AI agents to interact with the Snowflake Data Cloud, execute SQL, manage virtual warehouses, and leverage Cortex AI capabilities.
Provides coding assistants with durable, searchable project memory including architecture, technical decisions, and repository context.
Turns document folders into a searchable knowledge base that AI clients can query with cited passages and verifiable answers.
Provides an AI client with secure, read-only or transactional access to multiple relational databases including PostgreSQL, MySQL, and SQLite.
Provides Claude Code CLI with persistent long-term memory through semantic search and context retrieval using a PostgreSQL and pgvector backend.
Provides a local-first cognitive memory engine for AI agents using hybrid vector, graph, and keyword retrieval.
Converts codebases into a queryable knowledge graph to enable LLM agents to perform deep structural analysis, concurrency detection, and impact analysis.
Compares two tables to identify added, removed, or modified rows and provides segment attribution to show where data changes are concentrated.
$claude mcp add datadiffer -- uvx datadiffer
Exposes high-performance parallel database export functionality to files and cloud storage targets.
$claude mcp add fastbcp-mcp -- uvx fastbcp-mcp
Provides an embedded label property graph using SQLite or Postgres that allows AI agents to read, write, and reason over structured entity relationships.
$claude mcp add knowledge-graph-rdbms -- uvx knowledge-graph-rdbms
Enables AI agents to analyze, optimize, and manage PostgreSQL databases using specialized tools for SQL execution, index optimization, and health monitoring.
$claude mcp add postgres-mcp -- uvx postgres-mcp-pro
Analyzes Oracle AWR and ASH reports to provide DBA tuning advice and prioritized performance summaries locally.
$claude mcp add oracle-mcp-lite -- uvx oracle-mcp-lite
Diagnose consumer lag, monitor broker health, and inspect topic details using operational experience-based logic.
$claude mcp add kafka-mcp-server -- uvx kafka-dataops-mcp
Provides read-only access to a public audit ledger for verifying entries, local hash-chain integrity, and anchored data.
$claude mcp add drawcommons -- uvx drawcommons-ledger-mcp
Provides Claude Code with permanent, accumulative memory using a Neo4j-native DIKW knowledge graph.
$claude mcp add wisdomgraph -- npx -y wisdomgraph
Provides read-only access to health and screen time history stored in a self-hosted Life Dashboard PostgreSQL database.
$claude mcp add life-dashboard -- docker run -i --rm ghcr.io/owen282000/life-dashboard-mcp:1.2.1
Build and manage data pipelines, add custom connectors, and interact with your data through chat.
$claude mcp add --transport http airbyte https://mcp.airbyte.com/mcp
Provides local persistent memory for AI agents using SQLite and FTS5 lexical search.
$claude mcp add mcp-memory -- docker run -i --rm ghcr.io/germaniu/mcp-memory:0.6.0