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

Crawl any documentation site and return heading-bounded, LLM-ready chunks with source metadata for Pinecone, Chroma, pgvector, LangChain, or LlamaIndex.

CLI and MCP server to search and browse Apple Notes with fuzzy matching, full-text search, and PDF text extraction.

Enables coding agents to retrieve project context from an AnythingLLM RAG at session start and write back human-approved durable facts via five workflow-shaped tools.

An MCP server that provides AI assistants with searchable access to the full s&box game engine documentation and API reference.

Generates professional documentation for multi-language projects with deep code analysis, supporting frameworks like Docusaurus, MkDocs, and Sphinx, including API docs, PDF export, and OpenAPI specifications.

A personal knowledge management system built on the Model Context Protocol that transforms daily notes into organized, searchable knowledge.

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

An MCP server for Apple Notes that can read and write checklist state, enabling agents to manage checklists in notes.

Generates professional documentation for multi-language codebases with deep AST-based code analysis, supporting Docusaurus, MkDocs, and Sphinx frameworks. Includes API documentation generation, PDF export, OpenAPI spec generation, and sales-ready documentation for code marketplaces.

End-to-end-encrypted markdown notes that double as agent memory: on-device semantic search (no API key), scoped and revocable agent keys, a hosted connector for Claude.ai and ChatGPT, and a self-hostable relay that stores ciphertext only.

A personal knowledge management system that transforms daily notes into organized, searchable knowledge using the Model Context Protocol.

Enables generating markdown API documentation from OpenAPI JSON or route definitions, with a health-check tool.

Enables onboarding a codebase for AI-agent-assisted development by scanning projects, collecting human-only answers, and maintaining traceable living documentation under .ai/ for both humans and AI coding agents.

Enables LLMs to perform conceptual search over local PDF/EPUB documents using a RAG pipeline with corpus-driven concept extraction and WordNet enrichment.

A personal knowledge management MCP server that enables capturing daily notes, meeting summaries, and ideas through Claude, with full-text search, git sync, and git activity tracking across projects.

Analyzes codebases to automatically generate README, API docs, architecture diagrams, and CHANGELOG.

Fetches GitHub PR and issue data server-side and combines it with a documentation template, providing formatted context to LLMs for automated documentation generation.

Enables AI editors to search past Zenn articles and book chapters, get article contents, list topics, receive related-link suggestions, and sync the vector index directly through MCP tools.

Enables capturing, searching, updating, and deleting project notes stored in MongoDB, along with read-only note and tag resources and a reusable prompt template for reviewing open notes. Serves these capabilities to MCP clients over stdio or a stateless Express HTTP endpoint.

Enables AI assistants to search and read locally stored e-reader highlights, notes, bookmarks, and book lists from a synced database. Provides tools for full-text search, per-book notes, recent items, random highlights, and sync status.

A smart documentation server that provides AI-assisted code improvement and documentation management through Claude Desktop integration.

A Model Context Protocol server that enables semantic search and RAG over your Apple Notes, allowing AI assistants like Claude to search and reference your notes during conversations.

Enables semantic search and RAG (Retrieval Augmented Generation) over your Apple Notes.

An MCP server that enables AI assistants like Claude to access and manipulate Apple Notes on macOS, allowing for retrieving, creating, and managing notes through natural language interactions.

Enables AI assistants like Claude to search and reference your Apple Notes using semantic search and RAG capabilities, with fully local execution and no API keys required.

A CLI tool and MCP server that turns markdown documentation into a searchable, queryable knowledge base.

Enables LLMs to read, write, and manage Apple Notes directly via markdown, including listing, fetching, creating, and appending notes.

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

Provides an AI agent with a searchable markdown notes vault, offering tools to create, read, list, search, update, and delete notes stored as plain .md files.

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