DevRag
markdown vector search mcp server for claude code
DevRag launched on October 25, 2025 with 6 votes.
What it does
Markdown vector search MCP server for Claude Code. Natural language search for markdown files using multilingual-e5-small embeddings. - tomohiro-owada/devrag
Does a similar job
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Vectorize 2.02025 · platform.vectorize.io · ▲335Complete RAG agents (chatbot, MCP) with little or no code


MCP server for searching and downloading documents from Anna's Archive2025 · github.com · ▲256I was looking around for an MCP server that could connect Anna's Archive to Claude Desktop, as I wanted to be able to search and download books directly through the interface. I couldn't find any public implementations, so ended up building one myself. What it does? - It searches Anna's Archive by keywords. - It downloads books from search results. - It works directly in Claude Desktop through MCP. Check out the repository's README for detailed installation and configuration instructions. The code is fully open source and builds run on GitHub Actions for transparency. I figured I'd share,…
Context Mode – 315 KB of MCP output becomes 5.4 KB in Claude CodeFeb 2026 · github.com · ▲84Every MCP tool call dumps raw data into Claude Code's 200K context window. A Playwright snapshot costs 56 KB, 20 GitHub issues cost 59 KB. After 30 minutes, 40% of your context is gone. I built an MCP server that sits between Claude Code and these outputs. It processes them in sandboxes and only returns summaries. 315 KB becomes 5.4 KB. It supports 10 language runtimes, SQLite FTS5 with BM25 ranking for search, and batch execution. Session time before slowdown goes from ~30 min to ~3 hours. MIT licensed, single command install: /plugin marketplace add mksglu/claude-context-mode…
- EMExecutable Markdown files with Unix pipesJan 2026 · ▲126
I wanted to run markdown files like shell scripts. So I built an open source tool that lets you use a shebang to pipe them through Claude Code with full stdin/stdout support. task.md: #!/usr/bin/env claude-run Analyze this codebase and summarize the architecture. Then: chmod +x task.md ./task.md These aren't just prompts. Claude Code has tool use, so a markdown file can run shell commands, write scripts, read files, make API calls. The prompt orchestrates everything. A script that runs your tests and reports results (`run_tests.md`): #!/usr/bin/env…
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