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Explorer/MCP/berrydev-ai/berry-rag
LOCAL

BerryRAG

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.

↗berrydev-ai/berry-ragExternal link; availability not verifiedLocal-only
The Ghost
This server runs locally on your machine. We can't scan it remotely; review the source code before installing.
Time indexed (23d)
0toolsLocal/ STDIO23dindexed
Checked Apr 18, 2026
The scanner shows
This server runs locally. We can't scan it remotely; review the source code before installing.
First indexed Apr 18, 2026
Server Profile
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Tools catalogued
0
No tools reported by this server.
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Hosting
Local / STDIO
Runs on your machine. Has access to your filesystem, SSH keys, and environment variables.
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Registry presence
Not verified
Not yet verified by the Official MCP Registry.
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Liveness
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No liveness checks recorded yet.
Publisher Verification
Not listed on the Official MCP Registry.
Source repository is available for review.
↗berrydev-ai/berry-ragExternal link; availability not verified
Environment variables (1)
OPENAI_API_KEYstringOPTIONAL
Optional API key for OpenAI embeddings. If not provided, the system will use sentence-transformers or fallback to hash-based embeddings.

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