MCP server

Maps lab results to LOINC codes and UCUM units and symptoms to ICPC-3 codes for AI agents, offline and without an API key.

Provides an open-source China A-share data lake that allows AI agents to query stock prices, fundamentals, flows, and derivatives via MCP.

Allows AI agents to interact with Couchbase clusters and Operational Insights to manage data, query schemas, and monitor cluster health.

Query and explore ClickHouse clusters and chDB embedded databases with SQL from an AI client.

Converts plain-English questions into SQL queries against your database schemas and returns the generated SQL and results.

Connect AI assistants to DuckDB, MotherDuck, or S3-hosted databases to execute SQL queries and perform data engineering tasks.

Enables AI agents to discover datasets, inspect schemas, read spatial features, and execute sandboxed SQL queries against a GeoLens instance.

Provides persistent long-term memory for AI clients by storing and querying complex entity relationships in a Neo4j graph database.

Enables AI clients to create, validate, visualize, and manage Neo4j graph data models and schemas.

Enables AI clients to execute Cypher queries, explore graph schemas, and perform data updates within a Neo4j database.

Lets an AI client create, monitor, and manage Neo4j Aura database instances and tenants through the Neo4j Aura API.

Lets AI agents search live Hong Kong Stock Exchange regulatory filings and extract text and tables from filing documents.

Enables AI clients to summarize Parquet files, preview columns, read row slices, and aggregate values.

Enables AI clients to query AlphaFold DB and eight other biomedical databases through a local SQLite knowledge graph for structural biology research.

Stores and retrieves semantic memories in a Qdrant vector database for AI clients to recall context.

Enables an AI client to search documents, manage indices, analyze text, and perform cluster operations on Elasticsearch or OpenSearch instances.

Provides a persistent local-first memory layer for AI applications using Postgres and pgvector with hybrid semantic and keyword search.

Lets an AI client read and write Django admin models, run admin actions, and view change history within Django permissions.

Provides read-only access to PostgreSQL, MySQL, and ClickHouse for exploratory data analysis and statistical profiling.

Lets an AI client answer plain-language data questions by discovering BigQuery schemas and executing read-only SELECT queries.