Personal Knowledge-Base MCP Server
Rank #127,201glama/AmnaSarwar522/Personal-Knowledge-MCP
A Personal Knowledge-Base MCP Server that provides semantic search over a student-owned document collection using MCP, Gemini embeddings, and Qdrant. It exposes tools for searching notes, retrieving full documents, and listing indexed sources.
Personal Knowledge-Base MCP Server is a Model Context Protocol (MCP) server published by amnasarwar522. It ranks #127,201 of 137,492 servers tracked on MCP Toplist. Personal Knowledge-Base MCP Server is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Aug 17, 2026.
Ranks ahead of 10,291 of 137,492 servers on MCP Toplist.
Use Personal Knowledge-Base MCP Server
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%2FAmnaSarwar522%2FPersonal-Knowledge-MCP)<a href="https://mcptoplist.com/server/glama%2FAmnaSarwar522%2FPersonal-Knowledge-MCP"><img src="https://mcptoplist.com/badge/glama%2FAmnaSarwar522%2FPersonal-Knowledge-MCP.svg" alt="MCP Toplist: #127,201 of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
amnasarwar522
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 MCP Server?
- Personal Knowledge-Base MCP Server is maintained by amnasarwar522, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is Personal Knowledge-Base MCP Server listed on the Official MCP Registry?
- Personal Knowledge-Base MCP Server is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Personal Knowledge-Base MCP Server have?
- Personal Knowledge-Base MCP Server ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Personal Knowledge-Base MCP Server?
- The source code for Personal Knowledge-Base MCP Server is hosted at github.com/amnasarwar522/Personal-Knowledge-MCP.
Do you run this server?
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