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MCP-Server

Autonomous Tool Factory

io.github.lorenestinfinite-maker/tool-factory
Entwicklertools MCP- & Agenten-Infrastruktur Nicht verfügbar MCP 2025-11-25

Was dieses MCP kann

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

Funktionen

Tools

20 Tools
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)
Eingabeschema 
{'type': 'object', 'title': 'add_license_information_to_codebaseArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
Ausgabeschema 
{'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)
Eingabeschema 
{'type': 'object', 'title': 'add_subscriptions_tab_in_user_settingsArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
Ausgabeschema 
{'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)
Eingabeschema 
{'type': 'object', 'title': 'ai_generated_code_debugging_overheadArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
Ausgabeschema 
{'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)
Eingabeschema 
{'type': 'object', 'title': 'auto_handoff_when_context_utilization_exceeds_thresholdArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
Ausgabeschema 
{'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)
Eingabeschema 
{'type': 'object', 'title': 'automate_min_sdk_version_bumpArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
Ausgabeschema 
{'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.
Eingabeschema 
{'type': 'object', 'title': 'check_tool_healthArguments', 'properties': {}}
Ausgabeschema 
{'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)
Eingabeschema 
{'type': 'object', 'title': 'codebase_learning_frictionArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
Ausgabeschema 
{'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)
Eingabeschema 
{'type': 'object', 'title': 'deployment_process_frictionArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
Ausgabeschema 
{'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.
Eingabeschema 
{'type': 'object', 'title': 'develop_toolsArguments', 'properties': {}}
Ausgabeschema 
{'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)
Eingabeschema 
{'type': 'object', 'title': 'documentation_creation_toilArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
Ausgabeschema 
{'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)
Eingabeschema 
{'type': 'object', 'title': 'help_setting_up_an_instanceArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
Ausgabeschema 
{'type': 'object', 'title': 'help_setting_up_an_instanceDictOutput', 'additionalProperties': True}
list_backlog
List every tracked pain point and its current backlog/mention status.
Eingabeschema 
{'type': 'object', 'title': 'list_backlogArguments', 'properties': {}}
Ausgabeschema 
{'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.
Eingabeschema 
{'type': 'object', 'title': 'list_published_toolsArguments', 'properties': {}}
Ausgabeschema 
{'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)
Eingabeschema 
{'type': 'object', 'title': 'offline_session_syncArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
Ausgabeschema 
{'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)
Eingabeschema 
{'type': 'object', 'title': 'persist_appearance_options_to_localstorageArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
Ausgabeschema 
{'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)
Eingabeschema 
{'type': 'object', 'title': 'request_help_with_media_searchArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
Ausgabeschema 
{'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.
Eingabeschema 
{'type': 'object', 'title': 'research_pain_pointsArguments', 'properties': {}}
Ausgabeschema 
{'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.
Eingabeschema 
{'type': 'object', 'title': 'run_factory_cycleArguments', 'properties': {}}
Ausgabeschema 
{'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)
Eingabeschema 
{'type': 'object', 'title': 'student_gamification_xp_levels_streakArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
Ausgabeschema 
{'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)
Eingabeschema 
{'type': 'object', 'title': 'support_ticket_system_frictionArguments', 'properties': {'payload': {'anyOf': [{'type': 'object', 'additionalProperties': True}, {'type': 'null'}], 'title': 'Payload', 'default': None}}}
Ausgabeschema 
{'type': 'object', 'title': 'support_ticket_system_frictionDictOutput', 'additionalProperties': True}
Verlauf

Letzte Tool-Änderungen

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