13,389 servers. Updated 2026-08-19 20:15

"Connecting to a vector knowledge base" matching MCP connectors:

Matching Connector Tools:

aipricepatterns A
Historical market memory for AI agents using semantic vector search across years of financial market data. Discover similar market regimes, price patterns, and market context for quantitative research and algorithmic trading.
Finance Vector Databases RAG Systems
122
Penfield Memory AOAuth
Persistent memory and knowledge graphs for AI agents. Hybrid search, context checkpoints, and more.
Knowledge & Memory RAG Systems Vector Databases
26
ls-search A
Disposable private vector search + semantic RAG for AI agents. x402 pay-per-call, no account.
RAG Systems Vector Databases
2
rag-service-mcp
RAG-as-a-service MCP sunucusu — çok-kiracılı koleksiyon yönetimi, metin ingest (chunk+embed+upsert,…
RAG Systems Vector Databases
1
ChromaDB Remote MCP Server
Remote ChromaDB vector database MCP server with streamable HTTP transport
Vector Databases RAG Systems Databases
212
docs-mcp
Vector RAG store for Word/Excel/PDF/PowerPoint. Break-even pricing, $5 per 5,700 pages.
RAG Systems Vector Databases
2
memoryoracle A
MemoryOracle - 10 agent memory tools: vector store, recall, summarization, redaction.
Knowledge & Memory Vector Databases Text Summarization
2
NeuralBrain
NeuralBrain MCP Server - RAG, Vector Memory, LLM Routing, Agent Identity, x402 Payments
RAG Systems Vector Databases
2
Gnosis Memory
Persistent memory and vector search for AI agents. Hosted, OAuth-protected via Google sign-in.
Knowledge & Memory Vector Databases Agent Orchestration
3
Contexta
Persistent memory and knowledge graph for AI assistants — keyword + vector + graph search.
Knowledge & Memory RAG Systems Vector Databases
2