The zg local-first search tool: ripgrep, BM25 and vector search unified behind one interface for humans and agents
zvec-ai
OrganizationGitHub (opens in a new tab)
The organization zvec-ai develops tools for AI agents focused on vector search and database management. Their offerings include zvec-grep, a CLI tool combining ripgrep, BM25, and vector search for unified querying.
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3 cardsOfficial
The Zvec skill guides an agent through the embedded vector database: collection schema, hybrid search, RAG and multimodal queries
SkillMinimal access21Repository stars
Zvec MCP: vector database for agents
Zvec MCP Server
17 MCP tools let an agent create Zvec collections, write documents and search by meaning with HNSW, IVF and FLAT indexes
MCP serverExtended access13Repository stars
In short
They provide Zvec Agent Skills to guide agents through embedded vector databases with hybrid search and multimodal queries. The Zvec MCP platform supports agents in creating collections, document writing, and semantic search using various indexing methods.
How to install
One command, using “zvec-grep” as an example. The SkillFoxx CLI detects the agent and puts the files in the right folder.
npx skillfoxx add cli/zvec-grepAccess of the author’s cards
- minimal1
- extended2
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