RAGDocs (Vector Documentation Search)
Enables semantic documentation search and retrieval using vector databases, allowing for URL extraction, source management, and indexing queues with support…
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Enables semantic documentation search and retrieval using vector databases, allowing for URL extraction, source management, and indexing queues with support…
# Roo Code Memory Bank MCP Server This project implements the core functionality of the [Roo Code Memory…
Transform 17 source types (docs, GitHub repos, PDFs, videos, Jupyter, Confluence, Notion, Slack/Discord) into AI-ready skills and RAG knowledge. 35 MCP tools…
This is a [Next.js](https://nextjs.org) project bootstrapped with [`create-next-app`](https://nextjs.org/docs/app/api-reference/cli/create-next-app). ##…
<h1 align="center">MCP-Mem0: Long-Term Memory for AI Agents</h1> <p align="center"> <img src="public/Mem0AndMCP.png" alt="Mem0 and MCP Integration"…
An intelligent code memory system that leverages vector embeddings, structured databases, and knowledge graphs to store, retrieve, and analyze code patterns…
This is a sample for showing how to do FIrebase Docs as an MCP server (including indexing documents)
MCP server that helps build Memory Bank - structured documentation system for context preservation
A Model Context Protocol (MCP) server implementation for RAG
Zero-config knowledge base for AI coding agents. Loads your markdown docs into a searchable database and exposes them as MCP tools — search, read, and manage…
A specialized RAG gateway providing language models with Cardano blockchain knowledge. Enables AI assistants to access documentation, validate smart contracts…
The JointJS MCP Server gives your AI coding assistant direct access to up-to-date JointJS documentation, API references, and working demo code.
Intelligent repository context for AI coding assistants. Provides code search, symbol lookup, call graphs, and reference tracking via MCP. Uniquely designed to…
Provides instant access to git-spice documentation within your IDE, enabling real-time searching and automatic assistance for developers working with git-spice…
Bridges GitLab merge requests with Confluence documentation, enabling automatic retrieval, analysis, and structured documentation of code changes without…
Enables AI agents to access and understand package documentation from local or remote repositories.
Provides specialized documentation scraping and retrieval from GitHub, NPM, PyPI, and web pages, enabling accurate reference to up-to-date library…
Integrates with Rust documentation from docs.rs, enabling search for crates, retrieval of documentation, type information, feature flags, versions, and source…
Integrates with multiple package registries and documentation sources to provide up-to-date library information for code assistance, dependency analysis, and…
Streamlines code collection and documentation by gathering files into a single markdown document with features like syntax highlighting and table of contents…
Enables AI assistants to enhance their responses with relevant documentation through a semantic vector search, offering tools for managing and processing…
Fetches Python documentation for quick access to language references and code explanations.
Provides a RAG-powered query interface to LlamaIndex documentation, delivering detailed responses with code examples using LlamaCloud's managed index service
Context7 Private Docs MCP is a paid hosted remote MCP for private, version-pinned documentation context, source citations, stale-doc checks, and usage receipts…