"A memory-efficient MCP server with vectorized memory bank synchronization" matching MCP connectors:

aipricepatternsA

com.aipricepatterns

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.

Penfield MemoryAOAuth

io.github.penfieldlabs

Persistent memory and knowledge graphs for AI agents. Hybrid search, context checkpoints, and more.

A search engine that learns from feedback, over embeddings: one tool per API route.

Stateless NMI + cosine fusion with entropy-driven alpha calibration

Shared cross-LLM long-term memory over MCP: semantic recall, sessions, and media (pgvector).

Remote ChromaDB vector database MCP server with streamable HTTP transport

Hosted Upstash MCP server: Redis, QStash, Workflow, Vector, Search, Box and Blob, with OAuth.

AmberOAuth

com.ambermem

Long-term memory for AI assistants: permanent, portable across clients, searchable and exportable.

MemoryOracle - 10 agent memory tools: vector store, recall, summarization, redaction.

NeuroStack

io.github.raphasouthall

Token-efficient MCP memory for Markdown vaults. Tiered search, GraphRAG, AI memories.

RAG-as-a-service MCP sunucusu — çok-kiracılı koleksiyon yönetimi, metin ingest (chunk+embed+upsert,…

Xata MCP server lets AI agents interact with your Xata projects, and Postgres database branches.

NeuralBrain MCP Server - RAG, Vector Memory, LLM Routing, Agent Identity, x402 Payments

Persistent memory and vector search for AI agents. Hosted, OAuth-protected via Google sign-in.

Persistent memory and knowledge graph for AI assistants — keyword + vector + graph search.