"Notes or documentation related to 'rag'" matching MCP servers:

An MCP server that stores notes as Markdown files on your machine, enabling you to save, search, and manage notes through natural language with Claude Code or Claude Desktop.

Enables AI assistants to search and retrieve content from local Markdown notes using term-frequency scoring.

Enables managing plain-text notes on disk through MCP resources, tools, and prompts, so natural-language requests can create, read, search, delete, and summarize notes via an interactive client.

Enables AI assistants to read, create, update, delete, and search markdown notes stored locally.

Enables AI assistants to interact with a local folder of Markdown notes, supporting listing, reading, searching, creating, and appending to notes with strict security boundaries.

A note-taking MCP server for Claude-based agents that provides persistent markdown files for easily referable notes, supporting create, read, update, append, and delete operations.

Provides read-only access to a local Markdown notes directory for AI assistants, enabling full-text search, note reading, recent-note listing, statistics, indexed resources, and weekly-review prompts while enforcing path safety and output budgets.

AI-powered MCP server for file renaming, organization, and PDF splitting using natural language prompts and content analysis.

MCP server that allows searching a local notes directory and retrieving live CPU and memory usage.

Enables creating, managing, and searching Markdown notes with support for tags, timestamps, and full-text search. Includes AI prompts for analyzing and summarizing notes.

Enables AI assistants to save well-organized technical articles to Apple Notes and local Markdown files simultaneously.

A local hybrid-search MCP server that enables coding agents to query files and folders using natural language, returning relevant code chunks with exact source paths. Everything runs on-device with no API keys or network calls.

Lets MCP clients search, read, create, append, replace, move, and batch-update local Markdown notes safely, with conflict detection via SHA-256 and optional managed update blocks, without requiring a vector database.

MCP server exposing fast full-text and semantic search over an Obsidian vault, plus safe structured note read and write access for Claude.

Remote MCP server that exposes a personal git repository of markdown notes to Claude, enabling reading, writing, searching, and running scripts with automatic git commits and GitHub OAuth authentication.

Enables Claude Desktop to manage a notes file through MCP tools for adding, retrieving, updating, deleting, and listing notes. Supports configurable note storage paths and atomic saves for safer writes.

Enables creating, reading, updating, deleting, and listing notes persisted to a local JSON file, with the file path configurable via CLI flag or environment variable and atomic, lock-protected saves. Missing notes raise an error rather than returning a placeholder string.

A simple MCP server for chatbot/human collaborative management of text content stored as markdown files with YAML frontmatter.

Manages markdown notes in a specified directory, allowing users to create, read, update, and list notes through the Model Context Protocol.

Provides a Model Context Protocol server that lets an AI agent search, read, create, and list technical notes through natural language requests.

Enables Claude Desktop to create, read, list, and manage local notes stored on the computer using natural language requests.

Enables AI assistants to read local documents by converting PDFs, Office files, images, and audio to Markdown on-device, without uploading them.

MCP server that enables local hybrid semantic and keyword search over private PDF, DOCX, Markdown, and text documents without sending data to embedding APIs.

A lightweight MCP server for managing text notes with add, list, search, and delete operations, persisting notes as a JSON file.

A Model Context Protocol server that converts Markdown documents to plain text with flexible options and dual protocol support.

Enables managing local Markdown notes and tasks through MCP tools to create, list, read, mark as done, and delete them.

A TypeScript MCP server that allows querying documents using LLMs with context from locally stored repositories and text files through a RAG (Retrieval-Augmented Generation) system.

Provides local hybrid search over files by combining semantic vector and full-text BM25 retrieval, with MCP stdio/HTTP support, OAuth 2.1 authentication, and tools for reading and converting documents to Markdown.

A local-first Graph-RAG system that combines ChromaDB with metadata-based graph relationships and Gemini 2.5 Flash for intelligent Q\&A over your Obsidian vault.

Enables clients to manage a local JSON notes file through five tools for adding, retrieving, updating, deleting, and listing notes, with configurable storage paths and atomic, lock-protected saves.