F
licenseB
qualityD
maintenanceAutomates Cole Medin's context engineering methodology to generate high-quality Product Requirements Prompts (PRPs) by analyzing existing codebases, asking contextual questions, and synthesizing insights.
9
11
74,844 servers. Updated
Search Relevance ↓
Recent Usage ↓
Date Added ↓
Date Updated ↓
Weekly Downloads ↓
GitHub Stars ↓
Recent GitHub Stars ↓
Matching MCP tools:
Matching MCP Connectors:
io.github.max124vip-dev
io.github.zoom
com.ainetcafe
tech.novtriq
"AI Tools for Assisting Architectural Engineers with Engineering Tasks" matching MCP servers:
- AlicenseAqualityDmaintenanceMCP server for AI agents providing 300 curated Japanese home & lifestyle products across 31 categories. Features mm-precision dimension search, related-item chains (1 product → 3-5 accessories), shelf+storage coordination, and Rakuten/Amazon affiliate links.15251MIT
- Alicense-qualityCmaintenanceTurns product ideas into implementation-ready planning packages including PRD, requirements, user flow, wireframes, data schema, API contracts, and SDK boundaries, with an MCP handoff for coding agents.MIT
- Alicense-qualityAmaintenanceFeedback Analyzer AI - MCP server providing AI-powered tools and automation by MEOK AI Labs11MIT
- Flicense-qualityCmaintenanceCalculates ROI, break-even, and cost projections for AI agents and automation projects, providing instant answers without external APIs.
- Flicense-qualityCmaintenanceMCP server that exposes project status tools (plan, milestones, RAID items, blockers) allowing AI assistants to retrieve and analyze project information via natural language.1
- AlicenseAqualityBmaintenancePre-build reality check for AI coding agents. Scans GitHub, Hacker News, npm, PyPI & Product Hunt in parallel — returns a 0-100 reality signal with real competitor data.1775MIT
- Alicense-qualityBmaintenanceRemote MCP server for Pruva, enabling AI assistants to manage products, features, and documents over HTTPS with OAuth authentication.MIT
Outset MCPofficial
Alicense-qualityCmaintenanceConnects AI agents to the Outset research platform for creating studies, managing recruitment, and querying results via the Model Context Protocol.MIT
Sunex Optics MCP Serverofficial
Alicense-qualityDmaintenanceEnables AI assistants to search Sunex's lens and imager catalog using natural language queries. It provides tools for finding compatible lenses, sensor specifications, and product details through a public Model Context Protocol server.MIT- Alicense-qualityAmaintenanceGenerates structured, validated PRDs from feature descriptions via a staged reducer pipeline. Provides MCP tools for pipeline control, section/document validation, context budgeting, and failure-to-retrieval mapping.2MIT
- AlicenseAqualityBmaintenanceCompetitive intelligence platform with 24 tools. Monitor competitor pricing, content, positioning, tech stacks, and AI visibility — track how ChatGPT, Claude, and Gemini rank your brand.332MIT
- AlicenseAqualityBmaintenanceMCP server for ProductPlan - enables AI assistants to interact with roadmaps, OKRs, and discovery features.473MIT
- AlicenseAqualityCmaintenance8 strategic GTM execution tools for founders, CMOs, and strategy leaders covering PMF assessment, launch planning, customer research, retention, partner programs, crisis management, and competitive intelligence.848MIT
- AlicenseAqualityCmaintenanceEnables natural language control of OmniPlan 4 on macOS, allowing creation and manipulation of tasks, resources, dependencies, and project metadata through MCP-compatible agents.22MIT
- AlicenseAqualityCmaintenanceMCP server for sharing markdown/text as beautiful, permanent web pages via plsreadme, with tools to share files/text, update and delete docs, and list previously shared links.54MIT
- FlicenseAqualityCmaintenanceAn AI-native product development pipeline that guides users from idea to shipping with structured research, architecture, build, validation, and traceability using 52 tools across 4 domains.531
- FlicenseAqualityBmaintenanceProvides market-intelligence tools for researching AI employee opportunities across Egypt, Saudi Arabia, and UAE using Meta ads evidence, with capabilities for competitor analysis, comparison, and evidence retrieval.7
- AlicenseAqualityBmaintenanceGenerate production-ready Product Requirement Documents with full AINative platform awareness and persistent memory. Enables AI agents to create, validate, and manage PRDs using ZeroDB for cross-session storage and 18 tools including generation, templates, validation, and semantic search.2393MIT
- AlicenseAqualityBmaintenancePrioritizes tasks by eliminating distractions, returning a ranked shortlist based on a given goal.1Apache 2.0
