Data Infrastructure MCP Servers

Run vector similarity searches on Oracle 23ai. Execute VECTOR_DISTANCE queries, inspect schemas, list vector indexes, and query tables from any AI agent.

Run k-NN vector searches on OpenSearch. Create indexes, upsert embeddings, query similar documents, and manage your vector store from any AI agent.

Equip your AI agent with read access to your Segment workspace to audit sources, destinations, warehouses, and tracking plans natively.

EDI integration made simple. Manage transactions, relationships, and guidelines via Orderful.

Scrape any website via Oxylabs. Extract Google SERPs, Amazon products, Bing and Yandex results, or any arbitrary URL with JS rendering from any AI agent.

Extract structured search engine results via Oxylabs. Scrape Google, Bing, Yandex, Baidu, and YouTube rankings directly from your AI agent.