SERVER

BerryRAG

Rank #83,751

glama/berrydev-ai/berry-rag

A local vector database RAG system that integrates with Playwright MCP for web scraping, enabling users to build searchable knowledge bases from web content with multiple embedding providers and Claude-optimized context formatting.

First listed
Jan 8, 2026
Last publish date
OVERVIEW

BerryRAG is a Model Context Protocol (MCP) server published by berrydev-ai. It ranks #83,751 of 115,460 servers tracked on MCP Toplist. BerryRAG is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jan 8, 2026.

STANDING
#83,751of 115,460 tracked servers

Ranks ahead of 31,709 of 115,460 servers on MCP Toplist.

CONNECT

Use BerryRAG

No setupRuns out of the box

No credentials or required configuration declared — add it to your MCP client and go.

This server doesn't publish a machine-readable install config — see the repository README for install instructions.

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MCP Toplist: #83,751 of 115,460
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REGISTRIES

Listed on 1 registry

ORGANIZATION

berrydev-ai

Organization
Servers in org
4
Versions across org
5
MORE FROM THIS PUBLISHER

Other servers by berrydev-ai

View all berrydev-ai servers →
VERSIONS

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.

FAQ

Frequently asked questions

Who maintains BerryRAG?
BerryRAG is maintained by berrydev-ai, which publishes 4 MCP servers (5 total versions) tracked on MCP Toplist.
Is BerryRAG listed on the Official MCP Registry?
BerryRAG is not on the Official MCP Registry. It is listed on Glama.
How many versions does BerryRAG have?
BerryRAG ships as a single rolling release with no explicit version metadata.
Where can I find the source code for BerryRAG?
The source code for BerryRAG is hosted at github.com/berrydev-ai/berry-rag.
EXPLORE
BerryRAG - MCP Server #83,751 | MCP Toplist