12,526 servers. Updated 2026-08-17 11:00

"Google Cloud Platform (GCP)" matching MCP connectors:

Matching Connector Tools:

similarity-search-api-sdk A
Stateless NMI + cosine fusion with entropy-driven alpha calibration
Vector Databases AI & Machine Learning
32
agent-memory A
Persistent semantic memory for AI agents: store and recall text by meaning (RAG). x402
RAG Systems Vector Databases
211
Penfield Memory AOAuth
Persistent memory and knowledge graphs for AI agents. Hybrid search, context checkpoints, and more.
Knowledge & Memory RAG Systems Vector Databases
26
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
Xata
Xata MCP server lets AI agents interact with your Xata projects, and Postgres database branches.
Databases Vector Databases RAG Systems
1
docs-mcp
Vector RAG store for Word/Excel/PDF/PowerPoint. Break-even pricing, $5 per 5,700 pages.
RAG Systems Vector Databases
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
pinion05-supabase-mcp-lite
Same functionality, consuming only 1/20 of the context window tokens.
Databases RAG Systems Vector Databases
22