About From Queries To Agents
From Queries To Agents is an MCP server published by AbeOmor in the RAG category: from Queries to Agents: The Next Era of Data Retrieval in Postgres — POSETTE 2026 demo. MCP server + Product Copilot web app powered by Azure HorizonDB (pg_fts, pgvector, DiskANN, azure_ai).
The repository has 2 stars and 0 forks, with the last commit 5 months ago. Recent commit activity is the strongest signal that reported issues will get attention.
Install
git clone https://github.com/AbeOmor/from-queries-to-agentsThis 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 (7)
filter_productsTyped, safe filtering
Parameters not published.
find_related_productsRelationship traversal
Parameters not published.
get_product_detailsSingle product lookup
Parameters not published.
get_schemaSchema + column comments
Parameters not published.
get_semantic_contextTranslate user terms → DB terms
Parameters not published.
hybrid_search_productsBM25 + vector + RRF + re-rank
Parameters not published.
search_products_vectorPure semantic search
Parameters not published.
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