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.
Enables AI agents to perform associative recall over markdown notes by combining vector search with wikilink graph traversal in SQLite.
$claude mcp add sqlite-graph-memory -- uvx sqlite-graph-memory
Detects data quality anomalies and schema drift in databases using automated profiling and historical baselines.
$claude mcp add scherlok -- uvx scherlok
Lets AI agents safely inspect, query, operate, and tune PostgreSQL databases using 279 specialized tools.
$claude mcp add mcpg -- uvx mcpg
Provides a self-hosted, governed memory layer for multi-agent systems featuring role-based access, provenance, and temporal replay.
$claude mcp add attestor -- uvx attestor
Provides persistent semantic memory for SQL databases, allowing AI clients to remember schema meanings and relationships across sessions.
$claude mcp add amnesic -- uvx amnesic
Provides a semantic context layer that allows AI agents to query databases using canonical definitions, guardrails, and business logic.
$claude mcp add canonic -- uvx canonic
Provides AI agents with a SQL rehearsal environment to estimate costs, fix slow queries, and run budget-gated samples before executing on full datasets.
$claude mcp add gulliver -- uvx gulliver-mcp
Exposes the full Qdrant vector database API as tools for collection management, hybrid search, payload editing, and server observability.
$claude mcp add qdrant-mcp -- uvx mcp-qdrant
Enables AI clients to discover data quality issues, inspect evidence-backed explanations, and perform safe, reversible data repairs.
$claude mcp add datasentry -- uvx datasentry-ai
Connects AI assistants to Snowflake to enable SQL queries, schema exploration, and data insights directly from an LLM client.
$claude mcp add mcp-snowflake-server -- uvx mcp-snowflake-server-nsp
Lets AI clients read NetBox objects, object details, and change history through a read-only Model Context Protocol server.
Lets an AI client ingest documents into graph, vector, and search stores and answer questions with hybrid GraphRAG retrieval.
Query TeslaMate vehicle data and analytics from your Tesla's PostgreSQL database through AI assistant tools.
Lets AI agents write and tune detections, query security logs, and triage alerts in Panther.
Lets an AI client query and manage Microsoft Dynamics 365 F&O data, metadata, and labels through OData endpoints.
$claude mcp add d365fo-client -- uvx d365fo-client
Lets an AI client search, query, and cite financial, economic, corporate filing, and satellite data with source links.
$claude mcp add --transport http factiq-plugin https://api.factiq.com/mcp
Checks any news domain's credibility score, category, and level so AI agents can flag unreliable sources before citing them.
$claude mcp add cred-1 -- npx -y @aloth/cred1
Allows AI assistants to administer, query, optimize, and secure Microsoft Fabric Data Warehouses and SQL Analytics Endpoints.
$claude mcp add fabric-dw-mcp-cli -- docker run -i --rm ghcr.io/sdebruyn/fabric-dw:2026.9.0
Enables AI assistants to query PostGIS or Oracle Spatial databases using plain English and render the results as maps directly in chat.
$claude mcp add mapsql-mcp -- uvx mapsql-mcp
Enables AI agents to search logs, perform aggregations, discover indices, and browse dashboards via Elasticsearch and Kibana APIs.
$claude mcp add kibana-mcp -- uvx kibana-mcp