devrag — MCP Server by tomohiro-owada

by tomohiro-owada · MCP Server · ★ 50

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

About devrag

Markdown vector search MCP server for Claude Code. Natural language search for markdown files using multilingual-e5-small embeddings.

claude-codedeveloper-toolsdocumentationembeddingsgolanglocal-aimarkdownmcponnxrag

Quick Facts

Stars50
Forks13
LanguageGo
CategoryMCP Server
Quality Score30.75/100
Last Updated2026-04-15
Created2025-10-24
Platformsclaude-code, go, mcp
Est. Tokens~851k

Compatible Skills

These tools work well together with devrag for enhanced workflows:

  • md2wechat-lite — semantic(0.21)+complementary+same_lang+similar_pop+shared_platform (57%)
  • relevanceai — semantic(0.36)+complementary+rare_topics+similar_pop (52%)

devrag alternative? Top 6 similar tools

Looking for a devrag alternative? If you're comparing devrag with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • knowledge-rag by lyonzin · ⭐ 67

    Drop docs, search instantly from Claude Code — 12 MCP tools, 20 format parsers, hybrid search + reranking. Zer

  • Vera by lemon07r · ⭐ 69

    Local code search combining BM25, vector similarity, and cross-encoder reranking. Parses 60+ languages with tr

  • sugar by roboticforce · ⭐ 69

    Persistent memory for AI coding agents. Cross-session context, global knowledge, and autonomous task execution

  • Ori-Mnemos by aayoawoyemi · ⭐ 243

    Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.

  • mcp-local-rag by shinpr · ⭐ 234

    Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP o

  • ClawMem by yoloshii · ⭐ 152

    On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search

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Frequently Asked Questions

What is devrag?

devrag is Markdown vector search MCP server for Claude Code. Natural language search for markdown files using multilingual-e5-small embeddings.. It is categorized as a MCP Server with 50 GitHub stars.

What programming language is devrag written in?

devrag is primarily written in Go. It covers topics such as claude-code, developer-tools, documentation.

How do I install or use devrag?

You can find installation instructions and usage details in the devrag GitHub repository at github.com/tomohiro-owada/devrag. The project has 50 stars and 13 forks, indicating an active community.

What are the best alternatives to devrag?

The top alternatives to devrag on Agent Skills Hub include knowledge-rag, Vera, sugar. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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