Autonomous Tool Factory
Autonomous factory that finds real developer pain points and builds small paid AI tools to fix them.
От сообщества: Добавлен пользователем или импортирован; проверьте владельца перед подключениемСбоиБез входаГлобальныйБесплатноТолько чтение
Что умеет
Какие данные видит
Нужен ли аккаунт
Не нужен: сервер работает без входа
Autonomous factory that finds real developer pain points and builds small paid AI tools to fix them.
Список инструментов сервера (20)
Технические названия из tools/list. Нужны только разработчикам.
| research_pain_points | Mode 1 ("The Eyes"): scan GitHub Issues, targeted Reddit subs, and the public MCP registry for recurring pain points not already solved by an existing tool; queue anything past the daily mention threshold for development. |
| develop_tools | Mode 2 ("The Brain"): generate, subprocess-smoke-test, and publish a tool for every queued backlog item. Publishing writes to data/tool_registry.json, which both the HTTP dispatcher and this MCP server's dynamic tool registration read from. |
| check_tool_health | Mode 3 ("The Manager"): deprecate (delete code + registry entry) any published tool that has earned zero payments after the deprecation window. |
| run_factory_cycle | Run the full LangGraph-orchestrated pipeline in one call: research -> develop -> health_check. This is graph.py's only production entry point -- it is not exposed over HTTP. |
| list_backlog | List every tracked pain point and its current backlog/mention status. |
| list_published_tools | List every published tool with its price and live ping/payment stats. |
| offline-session-sync | Ensure zero data loss for user sessions by caching events locally when offline. This tool manages a persistent JSON-based queue that records events and allows for seamless bulk synchronization once connectivity is restored. (reference price: $0.0000 per call) |
| support-ticket-system-friction | Automatically organize your support tickets by priority and status to streamline your workflow. This tool generates a status summary, sorts tickets by importance, and identifies high-priority open tickets that need an assignee. (reference price: $0.0000 per call) |
| documentation-creation-toil | Instantly transform Python source code into clean, structured Markdown documentation. This tool parses your code's Abstract Syntax Tree (AST) to automatically extract module docstrings, class definitions, methods, and function signatures into a readable format. (reference price: $0.0000 per call) |
| deployment-process-friction | Optimize your CI/CD workflows and identify automation opportunities. This tool analyzes deployment steps, manual tasks, and tool versions to provide actionable suggestions for consolidation, scripting, and resilience, estimating potential time savings for your deployment process. (reference price: $0.0100 per call) |
| ai-generated-code-debugging-overhead | 45% of developers report debugging AI-generated code is more time-consuming than debugging their own; 66% cite 'AI solutions that are almost right, but not quite' as their single biggest frustration (2025 SO Developer Survey). (reference price: $0.0100 per call) |
| persist-appearance-options-to-localstorage | Persist UI appearance options (nodes, edges, labels) to localStorage, a repetitive task that could be automated with a tool. (reference price: $0.0100 per call) |
| add-license-information-to-codebase | Automatically prepend license text to multiple codebase files to ensure legal compliance across your project. This tool takes a license string and a list of file paths/contents, returning the updated files with a properly formatted blank line separating the license from your original code. (reference price: $0.0000 per call) |
| help-setting-up-an-instance | Request for assistance with setting up a new instance, a repetitive task that could be automated with a tool. (reference price: $0.0100 per call) |
| codebase-learning-friction | Learning a codebase generates disproportionate frustration relative to the time spent on it, per the 2025 SO Developer Survey -- largely attributed to inadequate documentation. (reference price: $0.0100 per call) |
| automate-min-sdk-version-bump | Automate MIN_SDK_VERSION bump via release pipeline + AI-based SDK-breaking-change detection, a repetitive task that could be automated with a tool. (reference price: $0.0100 per call) |
| request-help-with-media-search | Request for help with media search, a repetitive task that could be automated with a tool. (reference price: $0.0100 per call) |
| add-subscriptions-tab-in-user-settings | Add a Subscriptions tab in user settings, a repetitive task that could be automated with a tool. (reference price: $0.0100 per call) |
| auto-handoff-when-context-utilization-exceeds-threshold | Auto-handoff when context utilization exceeds threshold, a repetitive task that could be automated with a tool. (reference price: $0.0100 per call) |
| student-gamification-xp-levels-streak | Student gamification features (XP, Levels & Streaks), a repetitive task that could be automated with a tool. (reference price: $0.0100 per call) |