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  3. Knowify
MCP server · RAG

Knowify

by · github.com/m-hannanfaisal/Knowify

Agentic RAG chatbot with hybrid retrieval (BM25 + dense), cross-encoder reranking, and a self-correcting retry loop. Long-term memory, MCP client/server support, and RAGAS-evaluated, cited answers — across PDFs, DOCX, Excel, CSV, JSON, HTML, and images.

Unclaimed agentic-aibm25fastapihybrid-searchlangchainlangraphllmmcppythonqdrantragrag-chatbotrag-evaluationragasretrieval-augmented-generationsaas-platform
InstallView source
34Low

Scored 7 days ago · breakdown

About Knowify

Knowify is an MCP server published by m-hannanfaisal in the RAG category: agentic RAG chatbot with hybrid retrieval (BM25 + dense), cross-encoder reranking, and a self-correcting retry loop. Long-term memory, MCP client/server support, and RAGAS-evaluated, cited answers — across PDFs, DOCX, Excel, CSV, JSON, HTML, and images.

The repository has 1 stars and 0 forks.

Install

From source
git clone https://github.com/m-hannanfaisal/Knowify

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.

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Questions

About Knowify

How do I install Knowify?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Knowify safe to use with an AI agent?

Its trust score is 34 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 Knowify still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.