Personal Knowledge Base Q&A Agent
Rank #122,683glama/flashcoder07/Personal_knowledge_base
A local-first RAG system that indexes personal documents and enables querying them via an MCP tool, keeping data private with local embeddings.
Personal Knowledge Base Q&A Agent is a Model Context Protocol (MCP) server published by flashcoder07. It ranks #122,683 of 137,492 servers tracked on MCP Toplist. Personal Knowledge Base Q&A Agent is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jul 4, 2026.
Ranks ahead of 14,809 of 137,492 servers on MCP Toplist.
Use Personal Knowledge Base Q&A Agent
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2Fflashcoder07%2FPersonal_knowledge_base)<a href="https://mcptoplist.com/server/glama%2Fflashcoder07%2FPersonal_knowledge_base"><img src="https://mcptoplist.com/badge/glama%2Fflashcoder07%2FPersonal_knowledge_base.svg" alt="MCP Toplist: #122,683 of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
flashcoder07
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains Personal Knowledge Base Q&A Agent?
- Personal Knowledge Base Q&A Agent is maintained by flashcoder07, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is Personal Knowledge Base Q&A Agent listed on the Official MCP Registry?
- Personal Knowledge Base Q&A Agent is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Personal Knowledge Base Q&A Agent have?
- Personal Knowledge Base Q&A Agent ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Personal Knowledge Base Q&A Agent?
- The source code for Personal Knowledge Base Q&A Agent is hosted at github.com/flashcoder07/Personal_knowledge_base.
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