Awesome MCP Servers

Provides access to Azure Data Explorer (ADX) clusters, requiring Azure credentials for configuration.

Vector search using the LanceDB vector database and Ollama embedding models.

A local server to query and interact with Markdown knowledge bases by tags, text, slug, or date.

MCP server for libSQL databases with comprehensive security and management tools. Supports file, local HTTP, and remote Turso databases with connection pooling, transaction support, and 6 specialized database tools.

Provides real-time, structured access to League of Legends game data, including champions, items, abilities, game mechanics, and patch information.

Access geologic data from the Macrostrat API, including units, columns, minerals, and timescales.

Access and manage MariaDB or MySQL databases using an MCP server.

Provides access to MariaDB and MySQL databases for querying and data manipulation.

Query the Materials Project database using the mp_api client. Requires an MP_API_KEY environment variable.

Securely access BigQuery datasets with intelligent caching, schema tracking, and query analytics via Supabase integration.

Connects to and interacts with various database systems like SQLite, PostgreSQL, SQL Server, and MongoDB.

An MCP server for Firebird SQL databases, enabling LLMs to securely access, analyze, and manipulate database content.

Execute KQL queries using Azure authentication. Requires Azure CLI login.

A desktop application for managing and interacting with the MCP Memory Service, a semantic memory system built on the Model Context Protocol.

A persistent memory system for MCP using libSQL, providing vector search and efficient knowledge storage.

A server for full integration with Oracle Database. Requires Oracle Instant Client libraries.

A server that provides tools to interact with an Oracle database.

Read-only access to Snowflake databases. Requires Snowflake connection information provided via MCP client configuration.

Open source MCP server specializing in easy, fast, and secure tools for Databases.

Integrates with Trino and Iceberg for advanced data exploration, querying, and table maintenance.

Logs statistical variations and unusual events in conversation structures to a SQLite database.

A server for managing and querying Vertica databases, including connection, schema, and security management.

Access real-time stock prices, company information, and financial data from Yahoo Finance.

Enables Large Language Models to store and retrieve persistent memories with intelligent search capabilities.

Knowledge graph-based persistent memory system

An MCP server that reduces token consumption by efficiently caching data between language model interactions.

Extends the MCP Memory server to create and manage a knowledge graph from LLM interactions.

a lightweight, local RAG memory store to record, retrieve, update, delete, and visualize persistent "memories" across sessions—perfect for developers working with multiple AI coders (like Windsurf, Cursor, or Copilot) or anyone who wants their AI to actually remember them.

Integrates AI assistants with the Metabase analytics platform.

Integrates AI assistants with the Metabase business intelligence and analytics platform.