26,693 servers. Updated 2026-10-03 19:55

"A system or platform with knowledge of all Python packages" 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
aipricepatterns A
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
122
similarity-search-api-sdk A
io.github.nexus-mcp-infra
Stateless NMI + cosine fusion with entropy-driven alpha calibration
Vector Databases AI & Machine Learning
32
ChromaDB Remote MCP Server
io.github.meloncafe
Remote ChromaDB vector database MCP server with streamable HTTP transport
Vector Databases RAG Systems Databases
212
SearchStack AOAuth
dev.searchstack
Agent-driven search: build, import, tune, search, and score result quality — all over MCP.
Search Vector Databases Location Services
2
rag-service-mcp
io.github.sercanmetalore
RAG-as-a-service MCP sunucusu — çok-kiracılı koleksiyon yönetimi, metin ingest (chunk+embed+upsert,…
RAG Systems Vector Databases
1
XataOAuth
io.github.xataio
Xata MCP server lets AI agents interact with your Xata projects, and Postgres database branches.
Databases Vector Databases RAG Systems
1
ContextaOAuth
cc.contexta
Persistent memory and knowledge graph for AI assistants — keyword + vector + graph search.
Knowledge & Memory RAG Systems Vector Databases
2
pinion05-supabase-mcp-lite
ai.smithery
Same functionality, consuming only 1/20 of the context window tokens.
Databases RAG Systems Vector Databases
22