rag
Rank #46,404glama/akshayvarala/Agentic-rag-mcp
Enables agents to retrieve relevant context from local documents via MCP tools, supporting ingestion, semantic search, metadata filtering, and evidence inspection entirely on-device.
rag is a Model Context Protocol (MCP) server published by akshayvarala. It ranks #46,404 of 137,492 servers tracked on MCP Toplist. rag is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Sep 19, 2026.
Ranks ahead of 91,088 of 137,492 servers on MCP Toplist.
Use rag
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.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Fakshayvarala%2FAgentic-rag-mcp)<a href="https://mcptoplist.com/server/glama%2Fakshayvarala%2FAgentic-rag-mcp"><img src="https://mcptoplist.com/badge/glama%2Fakshayvarala%2FAgentic-rag-mcp.svg" alt="MCP Toplist: Top 50% of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
akshayvarala
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 rag?
- rag is maintained by akshayvarala, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is rag listed on the Official MCP Registry?
- rag is not on the Official MCP Registry. It is listed on Glama.
- How many versions does rag have?
- rag ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for rag?
- The source code for rag is hosted at github.com/akshayvarala/Agentic-rag-mcp.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.