file-first

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richardelder2 / Soundingboard

The Author's Intelligent Sounding Board & Novel Production Studio — Turn your AI agent into an Executive Writing Concierge.

markdown icm worldbuilding codex creative-writing novel-generator novel-writing ai-writing ai-writing-assistant creative-writing-ai antigravity ai-writing-tool claude-code file-first ai-writing-free

Updated Oct 16, 2026
JavaScript

An MCP server for local file knowledge. Bridges file systems and LLMs using ugrep and poppler-utils to offer full-text search, fuzzy matching, and hierarchical context access for PDFs and codebases, all in a read-only, secure environment.

python search pdf ai mcp knowledge-base document-search ugrep llm mcp-server rag-alternative file-first

Updated Apr 2, 2026
Python

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file-first

Here are 2 public repositories matching this topic...

richardelder2 / Soundingboard

RomanShnurov / fathom-mcp

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