A toolkit for loading data into the Qdrant vector database, supporting AI-powered development workflows.

Provides read-only access to MySQL databases, allowing LLMs to inspect schemas and execute queries.

Interact with an Elasticsearch cluster via the Model Context Protocol (MCP), enabling clients to query, manage, and analyze data.

Update various databases (PostgreSQL, MySQL, MongoDB, SQLite) using data from CSV and Excel files.

Interact with CrateDB using natural language for Text-to-SQL queries and documentation retrieval.

Interact with Bitcoin Stamps data via the Stampchain API, allowing queries for stamps, collections, and blockchain information.

A read-only MCP server for querying live data from Outreach.io using the CData JDBC Driver.

Access extensive Formula 1 statistics and information using the FastF1 library and OpenF1 API.

Provides access to National Stock Exchange (NSE) data using the Upstox API.

Manages personal knowledge using a local Neo4j container, with data imported from JSON files.