Ai MCP Servers for Claude Code

AI-optimized search engine for agents with intelligent result extraction and summarization

Neural search engine designed for AI that understands meaning and finds precisely relevant content

AI-powered browser automation — control a real browser with natural language, fill forms, extract structured data, log in with stored credentials, and build reusable workflows

Manage vector databases, upsert embeddings, and perform similarity searches with Pinecone

Access OpenAI APIs for completions, embeddings, image generation, and model management

Connect to Weaviate vector database for semantic search, knowledge base management, and RAG workflows with vector embeddings

Manage Milvus vector database collections, perform similarity searches, and handle vector embeddings for AI applications

Interact with ChromaDB for semantic document search, metadata filtering, and persistent vector storage in RAG pipelines

Vector search engine acting as a semantic memory layer for storing and retrieving information using natural language