MCPサーバー
Autonomous Tool Factory
io.github.lorenestinfinite-maker/tool-factory
このMCPでできること
Researches developer pain points, generates and publishes small tools, manages a tool registry, and monitors tool health.
機能
ツール
20
ツール
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)
入力スキーマ
{'type': 'object', 'title': 'add_license_information_to_codebaseArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
出力スキーマ
{'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)
入力スキーマ
{'type': 'object', 'title': 'add_subscriptions_tab_in_user_settingsArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
出力スキーマ
{'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)
入力スキーマ
{'type': 'object', 'title': 'ai_generated_code_debugging_overheadArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
出力スキーマ
{'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)
入力スキーマ
{'type': 'object', 'title': 'auto_handoff_when_context_utilization_exceeds_thresholdArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
出力スキーマ
{'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)
入力スキーマ
{'type': 'object', 'title': 'automate_min_sdk_version_bumpArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
出力スキーマ
{'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.
入力スキーマ
{'type': 'object', 'title': 'check_tool_healthArguments', 'properties': {}}
出力スキーマ
{'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)
入力スキーマ
{'type': 'object', 'title': 'codebase_learning_frictionArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
出力スキーマ
{'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)
入力スキーマ
{'type': 'object', 'title': 'deployment_process_frictionArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
出力スキーマ
{'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.
入力スキーマ
{'type': 'object', 'title': 'develop_toolsArguments', 'properties': {}}
出力スキーマ
{'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)
入力スキーマ
{'type': 'object', 'title': 'documentation_creation_toilArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
出力スキーマ
{'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)
入力スキーマ
{'type': 'object', 'title': 'help_setting_up_an_instanceArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
出力スキーマ
{'type': 'object', 'title': 'help_setting_up_an_instanceDictOutput', 'additionalProperties': True}
list_backlog
List every tracked pain point and its current backlog/mention status.
入力スキーマ
{'type': 'object', 'title': 'list_backlogArguments', 'properties': {}}
出力スキーマ
{'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.
入力スキーマ
{'type': 'object', 'title': 'list_published_toolsArguments', 'properties': {}}
出力スキーマ
{'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)
入力スキーマ
{'type': 'object', 'title': 'offline_session_syncArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
出力スキーマ
{'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)
入力スキーマ
{'type': 'object', 'title': 'persist_appearance_options_to_localstorageArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
出力スキーマ
{'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)
入力スキーマ
{'type': 'object', 'title': 'request_help_with_media_searchArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
出力スキーマ
{'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.
入力スキーマ
{'type': 'object', 'title': 'research_pain_pointsArguments', 'properties': {}}
出力スキーマ
{'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.
入力スキーマ
{'type': 'object', 'title': 'run_factory_cycleArguments', 'properties': {}}
出力スキーマ
{'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)
入力スキーマ
{'type': 'object', 'title': 'student_gamification_xp_levels_streakArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
出力スキーマ
{'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)
入力スキーマ
{'type': 'object', 'title': 'support_ticket_system_frictionArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
出力スキーマ
{'type': 'object', 'title': 'support_ticket_system_frictionDictOutput', 'additionalProperties': True}
履歴
最近のツール変更
追加
student-gamification-xp-levels-streak
2026年9月17日12:43
追加
auto-handoff-when-context-utilization-exceeds-threshold
2026年9月17日12:43
追加
add-subscriptions-tab-in-user-settings
2026年9月17日12:43
追加
request-help-with-media-search
2026年9月17日12:43
追加
automate-min-sdk-version-bump
2026年9月17日12:43
追加
codebase-learning-friction
2026年9月17日12:43
追加
help-setting-up-an-instance
2026年9月17日12:43
追加
add-license-information-to-codebase
2026年9月17日12:43
追加
persist-appearance-options-to-localstorage
2026年9月17日12:43
追加
ai-generated-code-debugging-overhead
2026年9月17日12:43
追加
deployment-process-friction
2026年9月17日12:43
追加
documentation-creation-toil
2026年9月17日12:43
追加
support-ticket-system-friction
2026年9月17日12:43
追加
offline-session-sync
2026年9月17日12:43
追加
list_published_tools
2026年9月17日12:43
追加
list_backlog
2026年9月17日12:43
追加
run_factory_cycle
2026年9月17日12:43
追加
check_tool_health
2026年9月17日12:43
追加
develop_tools
2026年9月17日12:43
追加
research_pain_points
2026年9月17日12:43
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