21,391 servers. Updated 2026-09-15 21:25

"Guide for Updating Code Version from Java 17 to 18 or Python 2 to 3" matching MCP connectors:

GET /v1/connectors – MCP directory API reference

Matching Connector Tools:

Penfield Memory AOAuth
io.github.penfieldlabs
Persistent memory and knowledge graphs for AI agents. Hybrid search, context checkpoints, and more.
Knowledge & Memory RAG Systems Vector Databases
1726
agent-memory A
com.agishub
Persistent semantic memory for AI agents: store and recall text by meaning (RAG). x402
RAG Systems Vector Databases
211
aipricepatterns B
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.
Finance Vector Databases RAG Systems
152
ls-search A
io.github.CalBearKen
Disposable private vector search + semantic RAG for AI agents. x402 pay-per-call, no account.
RAG Systems Vector Databases
2
NeuroStack
io.github.raphasouthall
Token-efficient MCP memory for Markdown vaults. Tiered search, GraphRAG, AI memories.
Knowledge & Memory RAG Systems Vector Databases
247
AmberOAuth
com.ambermem
Long-term memory for AI assistants. Hybrid retrieval, query expansion, auto-topics.
Knowledge & Memory RAG Systems Vector Databases
21
docs-mcp
io.github.Shreyas-Profile
Vector RAG store for Word/Excel/PDF/PowerPoint. Break-even pricing, $5 per 5,700 pages.
RAG Systems Vector Databases
2
Gnosis MemoryOAuth
com.gnosismemory
Persistent memory and vector search for AI agents. Hosted, OAuth-protected via Google sign-in.
Knowledge & Memory Vector Databases Agent Orchestration
3
ContextaOAuth
cc.contexta
Persistent memory and knowledge graph for AI assistants — keyword + vector + graph search.
Knowledge & Memory RAG Systems Vector Databases
2