29,223 servers. Updated 2026-10-10 18:15

"How to build your own knowledge base" matching MCP connectors:

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
Nomic Atlas MCP by usefulapi A
io.usefulapi
Semantic nearest-neighbour search over your datasets, plus indices and projections.
Vector Databases Search AI & Machine Learning
91
SearchStack AOAuth
dev.searchstack
Agent-driven search: build, import, tune, search, and score result quality — all over MCP.
Search Vector Databases Location Services
2
Vector Panda
com.vectorpanda
Operate your Vector Panda collections: search and upsert vectors, schema, measured indexes, exports.
Vector Databases Search
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