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maintenanceEnables AI agents to index, search, and retrieve architectural documentation and store self-learning notes from codebases.
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"Understanding and Working with a Huge Codebase" matching MCP servers:
- AlicenseAqualityDmaintenanceA Model Context Protocol (MCP) server designed to easily dump your codebase context into Large Language Models (LLMs).Last updated1193Apache 2.0
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- AlicenseCqualityFmaintenanceEnables querying documents through a Langflow backend using natural language questions, providing an interface to interact with Langflow document Q\&A flows.Last updated115MIT
- Alicense-qualityDmaintenanceA Python-based MCP server that enables document-based question answering by processing PDF, TXT, and Markdown files through OpenAI's API. It provides hallucination-free responses based strictly on document content using semantic search and includes a web interface for management.Last updatedMIT
- Alicense-qualityDmaintenanceEnables document-based question answering using OpenAI's GPT-4 with semantic search and embeddings. Upload PDF, TXT, or Markdown files and get answers strictly based on document content with source attribution and confidence scores.Last updatedMIT
- AlicenseBqualityDmaintenanceA beginner-friendly Model Context Protocol (MCP) server that helps users understand MCP concepts, provides interactive examples, and lists available MCP servers. This server is designed to be a helpful companion for developers working with MCP. Also comes with a huge list of servers you can install.Last updated33766Apache 2.0
- Alicense-qualityFmaintenanceProvides access to developer roadmap content from roadmap.sh, allowing users to list available roadmaps and fetch detailed Markdown content for specific career paths.Last updated1MIT
- Alicense-qualityFmaintenanceProvides AI assistants with access to OpenAPI specifications, enabling API discovery, schema retrieval, and direct API execution with support for OAuth 2.0 and other authentication methods.Last updated81MIT
- Alicense-qualityAmaintenanceMCP server that enables AI assistants to drive systematic literature review workflows, including screening, downloading, converting, and reviewing papers through natural language conversation.Last updated24AGPL 3.0
- Alicense-qualityCmaintenanceAn HTTP MCP server that indexes large documents into exact-line-numbered sections, enabling AI models to locate, read, summarize, and edit parts of a document without ingesting the whole file.Last updatedMIT
- Alicense-qualityDmaintenanceEnables AI assistants to interact with OpenAPI documents for analysis, validation, and management through structured interfaces.Last updated8113ISC
- Alicense-qualityBmaintenanceMCP server that enables introspection of any MCP server's registered tools by exposing mcpreg/list, mcpreg/get, and mcpreg/query tools, making tool registry accessible even when the underlying SDK lacks list_tools().Last updatedMIT
- Flicense-qualityDmaintenanceA collection of MCP servers for Slack, Jira, Confluence, and release coordination to automate QA workflows and daily release status reporting.Last updated
- Flicense-qualityDmaintenanceEnables Claude to read and analyze PDF documents with automatic OCR processing for scanned files. Features intelligent text extraction, caching for performance, and secure file access with search capabilities.Last updated1
- AlicenseAqualityCmaintenanceEnables querying any GitHub, GitLab, or Bitbucket repository and getting AI-generated answers about the codebase, powered by Gemini.Last updated5MIT
- AlicenseAqualityBmaintenanceA TypeScript server that enhances AI assistants' capabilities when working with Starwind UI components, providing tools for project initialization, component installation, documentation access, and more.Last updated415335MIT
- AlicenseAqualityAmaintenanceStructured .aide spec files that give AI agents progressive disclosure into your codebase architecture via MCP.Last updated93123MIT
- AlicenseAqualityDmaintenanceEnables Claude to explore, analyze, and answer questions about any public GitHub codebase by connecting to DeepWiki's AI-powered documentation.Last updated29742MIT
