#Ai Infrastructure MCP Servers

Empower vector search via Elasticsearch. Perform dense vector kNN searches, handle index mappings, and index embedding documents directly from any AI agent.

Manage vector storage via MongoDB Atlas. Perform similarity searches, query MQL documents, and audit collections.

Equip your AI agent to manage your Pinecone vector databases. Query embeddings, fetch metrics, manage collections, and run stats natively via chat.

Manage vector storage via Milvus. Perform ANN searches, query scalar entities, and audit collections.

Universal LLM Gateway & ML deployment hub: invoke 1000+ proxy models and manage MCP service instances natively.

Automate autonomous AI agents via Relevance AI. Manage tools, trigger tasks, and monitor results directly.

Connect your AI agent to the Glama directory. Discover MCP servers dynamically, analyze attributes, and proxy external intelligence networks through a unified gateway natively.

Manage vector collections and perform similarity searches via Zilliz Cloud.

Enterprise observability and serverless scaling infrastructure directly mapping MCP agents logic.

Manage high-performance AI infrastructure on CoreWeave. Provision GPU clusters, configure VPCs, and orchestrate inference gateways directly from your AI agent.

Access powerful LLMs, fine-tune models on your own data, and generate embeddings directly through your AI agent.

Rent high-performance GPUs for AI and deep learning. Search marketplace offers, deploy Docker containers, and manage your cloud GPU fleet.