Databases & Data MCP Servers
Databases & Data category — 314 MCP servers, ranked by GitHub stars.
PostgreSQL performance Tuner MCP Server
provides AI-powered PostgreSQL performance tuning capabilities.
SchemaCrawler-AI-MCP-Server-Usage
Connect to any relational database, and be able to get valid SQL, and ask questions like what does a certain column prefix mean.
ydb-mcp
MCP server for interacting with [YDB](https://ydb.tech) databases
Aiven MCP
Provision PostgreSQL, manage Apache Kafka, and deploy apps with Aiven - all from your AI assistant.
agrobr-mcp
Brazilian agricultural data for LLMs — prices, crops, climate, deforestation.
mcp-sqlite
MCP server for SQLite files. Supports Datasette-compatible metadata!
MCPR
Model Context Protocol for R: enables AI agents to participate in interactive live R sessions.
hmem — Humanlike Memory for AI Agents
Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loaded.
mcp-server-tidb
TiDB database integration with schema inspection and query capabilities
growthbook-mcp
Thin MCP server for GrowthBook — skill loader + authenticated API passthrough
Run402
x402 pay-per-call infra for agents: $0.03 image generation, Postgres, auth, storage, functions.
mq-bridge-app
Move data between 15+ databases, queues and files at high throughput, without it entering context
mcp-sqlalchemy-server
An MCP server for generic Database Management System (DBMS) Connectivity via SQLAlchemy using Python ODBC (pyodbc)
DBConvert Streams (Federated SQL)
Read-only SQL across your PostgreSQL, MySQL, S3 buckets and local data files, in one query.
PostgreSQL
MCP server for PostgreSQL: local, Docker, RDS, Neon, Supabase, or behind an SSH bastion.
dbt-docs-mcp
MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level…
clude
Portable agent memory anchored on Solana. Local SQLite + vector recall, open export.
Switzerland MCP 🇨🇭
Swiss open data MCP server. 76 tools, zero API keys. Transport, weather, geodata, news, rates.
jamjet
Durable memory for AI agents: fact extraction, hybrid retrieval, temporal graph. SQLite/Postgres.
mcp-libsql
Production-ready MCP server for libSQL databases with comprehensive security and management tools.
fermat-mcp
The ultimate math engine unifying SymPy, NumPy & Matplotlib in one powerful server. Perfect for developers & researchers needing symbolic…
networkx-mcp-server
The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations.…
3D Visualizer
Inspect, compare and export point clouds, meshes and calibrated depth data with inline 3D previews.
bundler_mcp
Enables agents to query local information about dependencies in a Ruby project's `Gemfile`.
dolt-mcp
The official MCP server for version-controlled Dolt databases.
MCP Database Server
MCP server for SQLite, PostgreSQL, and MySQL with natural language to SQL and direct SQL tooling.
mcp-sqlite-tools
MCP server for local SQLite database operations
mcp-interactive-terminal
MCP server for real interactive terminal sessions — REPLs, SSH, databases, Docker
mcp-server-trino
Trino MCP Server to query and access data from Trino Clusters.
druid-mcp-server
AI-powered MCP server for Apache Druid cluster management and analytic
nile-mcp-server
MCP server for Nile's Postgres platform - Manage and query Postgres databases, tenants, users, auth using LLMs
databricks-genie-MCP
A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with…
openchronicle-mcp
Memory database for LLM agents — persistent semantic + keyword memory, project namespacing, served o
mcp-jdbc-server
An MCP server for generic Database Management System (DBMS) Connectivity via the Java Database Connectivity (JDBC) protocol
Titen Memory
Evidence-grounded agent memory with mandatory provenance, on local SQLite or Cloudflare D1
mysql-mcp-server
A – user-friendly read-only mysql mcp server for cursor and n8n...
MCP Dataverse
73 tools for Microsoft Dataverse: CRUD, FetchXML, metadata, audit, batch, role privileges and more.
Mako
Explore your databases, validate SQL, and build & publish data apps in your Mako workspace.
powerbi-analyst-mcp
Connect LLMs to Power BI semantic models. Browse workspaces, tables, and measures, run DAX queries, and automatically page large results…
Local Memory
Persistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.
myc
Task queue, decisions and memory for coding agents. Local SQLite, no network. Requires Bun.
google-sheets-mcp
Powerful tools for automating Google Sheets using Model Context Protocol (MCP)
csvglow
Generate beautiful self-contained HTML dashboards from CSV/Excel files with interactive ECharts visualizations, dark gradient theme, and…
TypeDB
Execute TypeQL queries and manage databases and users on a TypeDB server.
oraclaw
Decision intelligence MCP — 17 tools (optimize, simulate, predict, score, graph). Sub-25ms.
kafka-mcp
MCP server for Apache Kafka that allows LLM agents to inspect topics, consumer groups, and safely manage offsets (reset, rewind).
mcp-cockroachdb
A Model Context Protocol server for managing, monitoring, and querying data in [CockroachDB](https://cockroachlabs.com).
mathlas
Airtight math for AI agents: 3.68M-doc theorem search + numeric/Lean verification. No LLM, no key.
DataCharter
Local-first, contract-governed data explorer with read-only, PII-masked query tools for AI agents.
ChromaDB Remote MCP Server
Remote ChromaDB vector database MCP server with streamable HTTP transport
terminal-mcp
MCP server for interactive terminal sessions — SSH, REPLs, database CLIs, TUI apps
PostgreSQL MCP Server
PostgreSQL MCP server with 203 tools, connection pooling, HTTP/SSE, OAuth 2.1, and tool filtering
mcp-odbc-server
An MCP server for generic Database Management System (DBMS) Connectivity via the Open Database Connectivity (ODBC) protocol
mcp-timeplus
MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka messages, save Kafka data locally and query streaming data…
coremcp
A secure, tunnel-native database bridge for AI agents. Connects localhost & on-premise databases (MSSQL, etc.) to LLMs with AST-based…
MCPg
Production-grade PostgreSQL MCP server — 254 tools for query, tuning & ops, read-only by default.
mcp-hydrolix
An MCP server to query Hydrolix
qlik-mcp
MCP Server for Qlik Cloud API that enables querying applications, sheets, and extracting data from visualizations with comprehensive…
charted
Zero-dependency chart server that renders bar, line, pie, scatter, and more from JSON or CSV to SVG, HTML, PNG, or data URL. Built-in…
db-mcp (SQLite MCP Server)
SQLite MCP server with OAuth 2.1, HTTP/SSE, 122 tools, and smart tool filtering