io.github.tomohiro-owada/devrag
Lightweight local RAG MCP server. 40x token reduction.
Servidor MCP · de tomohiro-owada
Resumo
io.github.tomohiro-owada/devrag é um servidor MCP publicado por tomohiro-owada. Marketplaces que lemos e que o listam: 1 (Official MCP Registry). Vimos pela primeira vez em 2026-10-11 e não registramos mudanças desde então. Conforme nossa passagem pelos marketplaces em 2026-10-12.
O que pede
Nenhum dos marketplaces que lemos publica as ferramentas ou as configurações que ele pede.
O que declara, pede e executa, por completo
Instale apenas plugins de desenvolvedores em quem você confia. Mostramos o que os marketplaces publicam e não testamos plugins.
Conectar
Sem dados para um comando automático: o que os marketplaces declaram não diz de forma inequívoca como conectá-lo.
Onde está publicado
| Marketplace | Status | Versão | Números | Verificado | Visto pela primeira vez |
|---|---|---|---|---|---|
| Official MCP Registry (Abrir o registro) | Listado | 1.2.0 | Forks (GitHub): 14 Estrelas (GitHub): 64 |
Sem marcação |
Cada número é do próprio marketplace e nunca é somado entre marketplaces. Um marketplace que não publica números não mostra nenhum: sem número não é zero.
O que mudou
Nada mudou neste plugin desde que começamos a acompanhá-lo.
Plugins semelhantes
Produtos cujos próprios nomes, descrições, ferramentas e skills são os mais próximos deste pelo significado, em todos os marketplaces que lemos. A proximidade é ordenada apenas dentro desta lista.
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mcp-local-rag io.github.shinpr/mcp-local-rag
Easy-to-setup local RAG server with minimal configuration
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ragie com.mcparmory/ragie
Ingest, manage, and retrieve documents for RAG-powered AI applications
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rag-vault io.github.RobThePCGuy/rag-vault
Local RAG MCP server with hybrid search, PDF/DOCX support, and zero-config setup
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velocirag io.github.HaseebKhalid1507/velocirag
Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.
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minirag-mcp io.github.sfrangulov/minirag-mcp
Local-first RAG MCP server: hybrid search over a folder of your own documents
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ragstack io.github.HatmanStack/ragstack
Search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.
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GitHub repository vectorizer and context synthesizer for RAG pipelines.
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Local-first RAG engine with MCP server for AI agent integration.
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contextual-mcp-server io.github.NitishGourishetty/contextual-mcp-server
RAG-enabled MCP server using Contextual AI. Supports single-agent and multi-agent modes.
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Single-binary local RAG MCP server in Rust. MiniLM compiled in, hybrid search, zero deps.
Plugins semelhantes por marketplace
A mesma pergunta feita a cada marketplace separadamente: existe lá um equivalente deste plugin?
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MCP RAG: index PDFs, repos, YouTube, Discord, text; optional YouTube vision; query with citations.
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agent-discover io.github.keshrath/agent-discover
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Local-first persistent session memory for Claude Code and other agents. SQLite + FTS5, no cloud.
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Multi-LLM orchestration MCP server. Delegate tasks to Claude Code, Codex, and Gemini CLIs with session management, retry logic, async job orchestration, and token optimization.
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Search, browse, and install MCP servers, agents, skills, prompts, and plugins from the conduitAI catalog — directly from Claude Code.
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mcp-server io.github.cap-js/mcp-server
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Precise local semantic code search via MCP. Indexes your codebase with Go AST parsing, embeds with Ollama or LM Studio, and exposes vector search to Claude through an MCP server…
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Figma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…
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Connect Claude to a private MCP server through an Anthropic MCP tunnel. The /create-docker-mcp-tunnel command drives the Docker Compose quickstart end to end: certificates, proxy…
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Find the right NVIDIA skill for GPU acceleration, CUDA, AI agents, data loading, training, inference, robotics, Physical AI, Omniverse, simulation, and other NVIDIA-powered…
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Figma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…
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Skills for working with Langfuse, the open-source LLM engineering platform for tracing, prompt management, and evaluation.
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Agent skills for Qdrant vector search covering scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across…
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MCP server for terminal commands, file operations, and process management
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Build multimodal AI applications with Pixeltable -- tables, computed columns, embedding search, UDFs, tool-calling agents, and 25+ AI provider integrations.
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Skills for NVIDIAs ecosystem spans GPU acceleration, CUDA, AI agents, inference, robotics, Physical AI, Omniverse, and simulation. This plugin helps you understand the pieces…
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Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.
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Cloudflare platform plugin with curated skills for Workers, Wrangler, and Agents SDK plus the official Cloudflare API MCP server.
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Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.
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Install, open, and connect the signed ChatCut Desktop app from Codex.
Listado em Community GitHub marketplaces (5)
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Self-hosted GitHub MCP server. PAT auth, stdio transport, transport-agnostic so it works with…
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Shared session bus so Cursor can hand off with Claude, Codex, Grok, and friends.
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FastMCP server for bidirectional sync between personal and team Obsidian vaults
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MCP tool-catalog compression for Claude Code. Compresses the tool discovery payload from 71,929 to 581 tokens (-99.2%). Auto-installs the zero-dependency mcptoon CLI…
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Complete toolkit for building Model Context Protocol (MCP) servers in Go using the official github.com/modelcontextprotocol/go-sdk. Includes instructions for best practices, a…
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Figma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…
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Complete toolkit for building Model Context Protocol (MCP) servers in TypeScript/Node.js using the official SDK. Includes instructions for best practices, a prompt for generating…
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Safe BLE diagnostics, evidence workflows, and guarded automation for AI agents.
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Run a lightweight, role-separated AI development team with flexible tools, developer-selected models, proportionate planning, and optional QA.
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Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
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mcp-apps
Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.
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Bring Azure DevOps work-item, repository, and pull-request workflows into GitHub Copilot.
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Build Power Apps Canvas Apps using the Canvas Authoring MCP server.
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model-apps
Build and deploy Power Apps generative pages for model-driven apps with specialist agents for planning, entity creation, and parallel code generation. Requires PAC CLI >= 2.7.0…
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Iterative self-referential AI loops using the Ralph Wiggum technique.
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Fan large tasks out across parallel cloud agents with planners, workers, verifiers, and structured handoffs.
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Build apps, scripts, and automations with the TypeScript SDK.
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Skills for building on the Cursor Origin API. Fetch the live spec first, then follow the Origin rules for credentials, scopes, webhooks, paging, and errors. Includes a skill that…
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CLI-backed repo compatibility scans plus agents that audit startup, validation, and docs against reality.
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Discover and connect to a curated marketplace of MCP servers for extending AI agent capabilities.
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The Official Model Context Protocol (MCP) server for Kagi Search & other tools.
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Production-ready RAG service to search and retrieve data from your documents.
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A universal MCP (Model Context Protocol) server to integrate any API with Claude Desktop using only Docker configurations.
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Bridges multiple AI models and CLIs, enabling orchestrated workflows across Claude Code, Gemini CLI, Codex CLI, and other AI development tools.
Listado em Official MCP Registry (5)
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mcp-local-rag io.github.shinpr/mcp-local-rag
Easy-to-setup local RAG server with minimal configuration
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ragie com.mcparmory/ragie
Ingest, manage, and retrieve documents for RAG-powered AI applications
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rag-vault io.github.RobThePCGuy/rag-vault
Local RAG MCP server with hybrid search, PDF/DOCX support, and zero-config setup
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velocirag io.github.HaseebKhalid1507/velocirag
Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.
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minirag-mcp io.github.sfrangulov/minirag-mcp
Local-first RAG MCP server: hybrid search over a folder of your own documents
Encontrados pelo significado, não por código ou repositório em comum: plugins semelhantes continuam sendo produtos distintos, e isto não é uma avaliação nem uma recomendação.
Comparada lado a lado
Este plugin é seu?
Comprove que você mantém o plugin com um arquivo no repositório, um arquivo no seu domínio ou um registro DNS. Você recebe alertas quando um marketplace o publica, o remove, muda o selo de verificado ou o que ele pede, e pode colocar o endpoint remoto em monitoramento como serviço web.
Dados de Official MCP Registry. Os números vêm das nossas próprias passagens regulares pelos marketplaces, última leitura em . Não publicamos dados de contato dos editores de plugins.