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Autonomous Tool Factory

io.github.lorenestinfinite-maker/tool-factory
개발자 도구 MCP 및 에이전트 인프라 사용 불가 MCP 2025-11-25

이 MCP로 할 수 있는 일

Researches developer pain points, generates and publishes small tools, manages a tool registry, and monitors tool health.

기능

도구

20 도구
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)
입력 스키마 
{'type': 'object', 'title': 'add_license_information_to_codebaseArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
출력 스키마 
{'type': 'object', 'title': 'add_license_information_to_codebaseDictOutput', 'additionalProperties': True}
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)
입력 스키마 
{'type': 'object', 'title': 'add_subscriptions_tab_in_user_settingsArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
출력 스키마 
{'type': 'object', 'title': 'add_subscriptions_tab_in_user_settingsDictOutput', 'additionalProperties': True}
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)
입력 스키마 
{'type': 'object', 'title': 'ai_generated_code_debugging_overheadArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
출력 스키마 
{'type': 'object', 'title': 'ai_generated_code_debugging_overheadDictOutput', 'additionalProperties': True}
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)
입력 스키마 
{'type': 'object', 'title': 'auto_handoff_when_context_utilization_exceeds_thresholdArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
출력 스키마 
{'type': 'object', 'title': 'auto_handoff_when_context_utilization_exceeds_thresholdDictOutput', 'additionalProperties': True}
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)
입력 스키마 
{'type': 'object', 'title': 'automate_min_sdk_version_bumpArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
출력 스키마 
{'type': 'object', 'title': 'automate_min_sdk_version_bumpDictOutput', 'additionalProperties': True}
check_tool_health
Mode 3 ("The Manager"): deprecate (delete code + registry entry) any published tool that has earned zero payments after the deprecation window.
입력 스키마 
{'type': 'object', 'title': 'check_tool_healthArguments', 'properties': {}}
출력 스키마 
{'type': 'object', 'title': 'check_tool_healthDictOutput', 'additionalProperties': True}
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)
입력 스키마 
{'type': 'object', 'title': 'codebase_learning_frictionArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
출력 스키마 
{'type': 'object', 'title': 'codebase_learning_frictionDictOutput', 'additionalProperties': True}
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)
입력 스키마 
{'type': 'object', 'title': 'deployment_process_frictionArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
출력 스키마 
{'type': 'object', 'title': 'deployment_process_frictionDictOutput', 'additionalProperties': True}
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.
입력 스키마 
{'type': 'object', 'title': 'develop_toolsArguments', 'properties': {}}
출력 스키마 
{'type': 'object', 'title': 'develop_toolsDictOutput', 'additionalProperties': True}
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)
입력 스키마 
{'type': 'object', 'title': 'documentation_creation_toilArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
출력 스키마 
{'type': 'object', 'title': 'documentation_creation_toilDictOutput', 'additionalProperties': True}
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)
입력 스키마 
{'type': 'object', 'title': 'help_setting_up_an_instanceArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
출력 스키마 
{'type': 'object', 'title': 'help_setting_up_an_instanceDictOutput', 'additionalProperties': True}
list_backlog
List every tracked pain point and its current backlog/mention status.
입력 스키마 
{'type': 'object', 'title': 'list_backlogArguments', 'properties': {}}
출력 스키마 
{'type': 'object', 'title': 'list_backlogOutput', 'required': ['result'], 'properties': {'result': {'type': 'array', 'items': {'type': 'object', 'additionalProperties': True}, 'title': 'Result'}}}
list_published_tools
List every published tool with its price and live ping/payment stats.
입력 스키마 
{'type': 'object', 'title': 'list_published_toolsArguments', 'properties': {}}
출력 스키마 
{'type': 'object', 'title': 'list_published_toolsOutput', 'required': ['result'], 'properties': {'result': {'type': 'array', 'items': {'type': 'object', 'additionalProperties': True}, 'title': 'Result'}}}
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)
입력 스키마 
{'type': 'object', 'title': 'offline_session_syncArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
출력 스키마 
{'type': 'object', 'title': 'offline_session_syncDictOutput', 'additionalProperties': True}
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)
입력 스키마 
{'type': 'object', 'title': 'persist_appearance_options_to_localstorageArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
출력 스키마 
{'type': 'object', 'title': 'persist_appearance_options_to_localstorageDictOutput', 'additionalProperties': True}
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)
입력 스키마 
{'type': 'object', 'title': 'request_help_with_media_searchArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
출력 스키마 
{'type': 'object', 'title': 'request_help_with_media_searchDictOutput', 'additionalProperties': True}
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.
입력 스키마 
{'type': 'object', 'title': 'research_pain_pointsArguments', 'properties': {}}
출력 스키마 
{'type': 'object', 'title': 'research_pain_pointsDictOutput', 'additionalProperties': True}
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.
입력 스키마 
{'type': 'object', 'title': 'run_factory_cycleArguments', 'properties': {}}
출력 스키마 
{'type': 'object', 'title': 'run_factory_cycleDictOutput', 'additionalProperties': True}
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)
입력 스키마 
{'type': 'object', 'title': 'student_gamification_xp_levels_streakArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
출력 스키마 
{'type': 'object', 'title': 'student_gamification_xp_levels_streakDictOutput', 'additionalProperties': True}
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)
입력 스키마 
{'type': 'object', 'title': 'support_ticket_system_frictionArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
출력 스키마 
{'type': 'object', 'title': 'support_ticket_system_frictionDictOutput', 'additionalProperties': True}
기록

최근 도구 변경

추가됨
student-gamification-xp-levels-streak
2026년 9월 17일 12:43 PM
추가됨
auto-handoff-when-context-utilization-exceeds-threshold
2026년 9월 17일 12:43 PM
추가됨
add-subscriptions-tab-in-user-settings
2026년 9월 17일 12:43 PM
추가됨
request-help-with-media-search
2026년 9월 17일 12:43 PM
추가됨
automate-min-sdk-version-bump
2026년 9월 17일 12:43 PM
추가됨
codebase-learning-friction
2026년 9월 17일 12:43 PM
추가됨
help-setting-up-an-instance
2026년 9월 17일 12:43 PM
추가됨
add-license-information-to-codebase
2026년 9월 17일 12:43 PM
추가됨
persist-appearance-options-to-localstorage
2026년 9월 17일 12:43 PM
추가됨
ai-generated-code-debugging-overhead
2026년 9월 17일 12:43 PM
추가됨
deployment-process-friction
2026년 9월 17일 12:43 PM
추가됨
documentation-creation-toil
2026년 9월 17일 12:43 PM
추가됨
support-ticket-system-friction
2026년 9월 17일 12:43 PM
추가됨
offline-session-sync
2026년 9월 17일 12:43 PM
추가됨
list_published_tools
2026년 9월 17일 12:43 PM
추가됨
list_backlog
2026년 9월 17일 12:43 PM
추가됨
run_factory_cycle
2026년 9월 17일 12:43 PM
추가됨
check_tool_health
2026년 9월 17일 12:43 PM
추가됨
develop_tools
2026년 9월 17일 12:43 PM
추가됨
research_pain_points
2026년 9월 17일 12:43 PM
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