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io.github.vectros-ai/mcp-server

by · github.com/vectros-ai/vectros-mcp-server

Typed record store + hybrid search over MCP: deterministic lookups + semantic memory, per-customer.

Unclaimed search
InstallView source
37Low

Scored 3 months ago · breakdown

About io.github.vectros-ai/mcp-server

io.github.vectros-ai/mcp-server is an MCP server published by vectros-ai in the Search category: typed record store + hybrid search over MCP: deterministic lookups + semantic memory, per-customer.

The repository has 2 stars and 0 forks, with the last commit 8 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

Claude Code
claude mcp add io-github-vectros-ai-mcp-server -- npx -y @vectros-ai/mcp-server
npx
npx -y @vectros-ai/mcp-server

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (3)

document_askAsk a question grounded against a single document. Same aggregation + progress-notification shape as `rag_ask`.

Parameters not published.

hybrid_searchHybrid BM25 + dense search across the tenant's indexed content (records + documents). Narrow by ownership (`scope` for one dimension, `scopeFilters` for several at once — e.g. one client within one org), folder, type, metadata filters, a created date window, and keyword-precision (`textMode`) / relevance floors. Returns the indexed projection of each hit.

Parameters not published.

rag_askAsk a question grounded against the indexed corpus. Scope retrieval (ownership — `scope` or multi-dimension `scopeFilters` — / folder / type / metadata filters / date window) and steer generation (`instructions` / `temperature`). Streaming generation aggregated; progress notifications keep the call alive for the generation window.

Parameters not published.

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Questions

About io.github.vectros-ai/mcp-server

How do I install io.github.vectros-ai/mcp-server?

Run claude mcp add io-github-vectros-ai-mcp-server -- npx -y @vectros-ai/mcp-server, then add the server to your MCP client's configuration.

Is io.github.vectros-ai/mcp-server safe to use with an AI agent?

Its trust score is 37 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is io.github.vectros-ai/mcp-server still maintained?

Yes — the last commit was 8 days ago. The repository has 2 stars and 0 forks.