Alternatives to Vector DB MCP

Same category, ordered by trust score.

S
SuperLocalMemory
78Good
Local-first memory for AI agents: recall with sources, answer checks, documents, mesh, governance.
Registryqualixar249 stars1.3K/wk
P
prism-coder
77Good
Session memory for coding agents: local-first recall, drift detection, on-device inference.
Registrydcostenco157 stars978/wk
C
Codebase Memory
77Good
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Registrydeusdata46.7K stars
F
Firecrawl MCP Server
77Good
MCP server for Firecrawl — web search, scraping, and biomedical/arXiv paper search.
RegistryRemotefirecrawl7.6K stars
Z
Zotero MCP
77Good
Search, read, annotate, and add to your Zotero research library, local or web.
Registry54yyyu5.4K stars
H
haiku.rag
74Good
Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval
Registryggozad629 stars