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"Using Laravel Helper Functions and Resolving MySQL Table Query Errors" matching MCP connectors:

agent-memory A
Persistent semantic memory for AI agents: store and recall text by meaning (RAG, Vectorize). x402
RAG Systems Vector Databases
21
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
SearchStack A
Agent-driven search: build, import, tune, search, and score result quality — all over MCP.
Search Vector Databases Location Services
2
Amber
Long-term memory for AI assistants. Hybrid retrieval, query expansion, auto-topics.
Knowledge & Memory 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