Server definition

Hash: sha256:c94427d7b42bbc4b8dd373f191dd9d5495cd6acc634d08a51a9c832e197cad52
What it is: What a remote MCP server returned when asked what it offers: 20 tools

The blob, as servednamed by its sha256

{
  "instructions": "Autonomous Tool Factory: discovers real-world pain points from public sources, develops small AI tools to solve them, and publishes them for sale on Apify (pay-per-event billing). Use research_pain_points / develop_tools / check_tool_health to operate the factory directly, or run_factory_cycle for the full LangGraph-orchestrated pipeline in one call. Published tools are registered dynamically below.",
  "tools": [
    {
      "description": "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)",
      "inputSchema": {
        "properties": {
          "payload": {
            "anyOf": [
              {
                "additionalProperties": true,
                "type": "object"
              },
              {
                "type": "null"
              }
            ],
            "default": null,
            "title": "Payload"
          }
        },
        "title": "add_license_information_to_codebaseArguments",
        "type": "object"
      },
      "name": "add-license-information-to-codebase",
      "outputSchema": {
        "additionalProperties": true,
        "title": "add_license_information_to_codebaseDictOutput",
        "type": "object"
      }
    },
    {
      "description": "Add a Subscriptions tab in user settings, a repetitive task that could be automated with a tool. (reference price: $0.0100 per call)",
      "inputSchema": {
        "properties": {
          "payload": {
            "anyOf": [
              {
                "additionalProperties": true,
                "type": "object"
              },
              {
                "type": "null"
              }
            ],
            "default": null,
            "title": "Payload"
          }
        },
        "title": "add_subscriptions_tab_in_user_settingsArguments",
        "type": "object"
      },
      "name": "add-subscriptions-tab-in-user-settings",
      "outputSchema": {
        "additionalProperties": true,
        "title": "add_subscriptions_tab_in_user_settingsDictOutput",
        "type": "object"
      }
    },
    {
      "description": "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)",
      "inputSchema": {
        "properties": {
          "payload": {
            "anyOf": [
              {
                "additionalProperties": true,
                "type": "object"
              },
              {
                "type": "null"
              }
            ],
            "default": null,
            "title": "Payload"
          }
        },
        "title": "ai_generated_code_debugging_overheadArguments",
        "type": "object"
      },
      "name": "ai-generated-code-debugging-overhead",
      "outputSchema": {
        "additionalProperties": true,
        "title": "ai_generated_code_debugging_overheadDictOutput",
        "type": "object"
      }
    },
    {
      "description": "Auto-handoff when context utilization exceeds threshold, a repetitive task that could be automated with a tool. (reference price: $0.0100 per call)",
      "inputSchema": {
        "properties": {
          "payload": {
            "anyOf": [
              {
                "additionalProperties": true,
                "type": "object"
              },
              {
                "type": "null"
              }
            ],
            "default": null,
            "title": "Payload"
          }
        },
        "title": "auto_handoff_when_context_utilization_exceeds_thresholdArguments",
        "type": "object"
      },
      "name": "auto-handoff-when-context-utilization-exceeds-threshold",
      "outputSchema": {
        "additionalProperties": true,
        "title": "auto_handoff_when_context_utilization_exceeds_thresholdDictOutput",
        "type": "object"
      }
    },
    {
      "description": "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)",
      "inputSchema": {
        "properties": {
          "payload": {
            "anyOf": [
              {
                "additionalProperties": true,
                "type": "object"
              },
              {
                "type": "null"
              }
            ],
            "default": null,
            "title": "Payload"
          }
        },
        "title": "automate_min_sdk_version_bumpArguments",
        "type": "object"
      },
      "name": "automate-min-sdk-version-bump",
      "outputSchema": {
        "additionalProperties": true,
        "title": "automate_min_sdk_version_bumpDictOutput",
        "type": "object"
      }
    },
    {
      "description": "Mode 3 (\"The Manager\"): deprecate (delete code + registry entry) any\npublished tool that has earned zero payments after the deprecation\nwindow.",
      "inputSchema": {
        "properties": {},
        "title": "check_tool_healthArguments",
        "type": "object"
      },
      "name": "check_tool_health",
      "outputSchema": {
        "additionalProperties": true,
        "title": "check_tool_healthDictOutput",
        "type": "object"
      }
    },
    {
      "description": "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)",
      "inputSchema": {
        "properties": {
          "payload": {
            "anyOf": [
              {
                "additionalProperties": true,
                "type": "object"
              },
              {
                "type": "null"
              }
            ],
            "default": null,
            "title": "Payload"
          }
        },
        "title": "codebase_learning_frictionArguments",
        "type": "object"
      },
      "name": "codebase-learning-friction",
      "outputSchema": {
        "additionalProperties": true,
        "title": "codebase_learning_frictionDictOutput",
        "type": "object"
      }
    },
    {
      "description": "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)",
      "inputSchema": {
        "properties": {
          "payload": {
            "anyOf": [
              {
                "additionalProperties": true,
                "type": "object"
              },
              {
                "type": "null"
              }
            ],
            "default": null,
            "title": "Payload"
          }
        },
        "title": "deployment_process_frictionArguments",
        "type": "object"
      },
      "name": "deployment-process-friction",
      "outputSchema": {
        "additionalProperties": true,
        "title": "deployment_process_frictionDictOutput",
        "type": "object"
      }
    },
    {
      "description": "Mode 2 (\"The Brain\"): generate, subprocess-smoke-test, and publish a\ntool for every queued backlog item. Publishing writes to\ndata/tool_registry.json, which both the HTTP dispatcher and this MCP\nserver's dynamic tool registration read from.",
      "inputSchema": {
        "properties": {},
        "title": "develop_toolsArguments",
        "type": "object"
      },
      "name": "develop_tools",
      "outputSchema": {
        "additionalProperties": true,
        "title": "develop_toolsDictOutput",
        "type": "object"
      }
    },
    {
      "description": "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)",
      "inputSchema": {
        "properties": {
          "payload": {
            "anyOf": [
              {
                "additionalProperties": true,
                "type": "object"
              },
              {
                "type": "null"
              }
            ],
            "default": null,
            "title": "Payload"
          }
        },
        "title": "documentation_creation_toilArguments",
        "type": "object"
      },
      "name": "documentation-creation-toil",
      "outputSchema": {
        "additionalProperties": true,
        "title": "documentation_creation_toilDictOutput",
        "type": "object"
      }
    },
    {
      "description": "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)",
      "inputSchema": {
        "properties": {
          "payload": {
            "anyOf": [
              {
                "additionalProperties": true,
                "type": "object"
              },
              {
                "type": "null"
              }
            ],
            "default": null,
            "title": "Payload"
          }
        },
        "title": "help_setting_up_an_instanceArguments",
        "type": "object"
      },
      "name": "help-setting-up-an-instance",
      "outputSchema": {
        "additionalProperties": true,
        "title": "help_setting_up_an_instanceDictOutput",
        "type": "object"
      }
    },
    {
      "description": "List every tracked pain point and its current backlog/mention status.",
      "inputSchema": {
        "properties": {},
        "title": "list_backlogArguments",
        "type": "object"
      },
      "name": "list_backlog",
      "outputSchema": {
        "properties": {
          "result": {
            "items": {
              "additionalProperties": true,
              "type": "object"
            },
            "title": "Result",
            "type": "array"
          }
        },
        "required": [
          "result"
        ],
        "title": "list_backlogOutput",
        "type": "object"
      }
    },
    {
      "description": "List every published tool with its price and live ping/payment stats.",
      "inputSchema": {
        "properties": {},
        "title": "list_published_toolsArguments",
        "type": "object"
      },
      "name": "list_published_tools",
      "outputSchema": {
        "properties": {
          "result": {
            "items": {
              "additionalProperties": true,
              "type": "object"
            },
            "title": "Result",
            "type": "array"
          }
        },
        "required": [
          "result"
        ],
        "title": "list_published_toolsOutput",
        "type": "object"
      }
    },
    {
      "description": "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)",
      "inputSchema": {
        "properties": {
          "payload": {
            "anyOf": [
              {
                "additionalProperties": true,
                "type": "object"
              },
              {
                "type": "null"
              }
            ],
            "default": null,
            "title": "Payload"
          }
        },
        "title": "offline_session_syncArguments",
        "type": "object"
      },
      "name": "offline-session-sync",
      "outputSchema": {
        "additionalProperties": true,
        "title": "offline_session_syncDictOutput",
        "type": "object"
      }
    },
    {
      "description": "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)",
      "inputSchema": {
        "properties": {
          "payload": {
            "anyOf": [
              {
                "additionalProperties": true,
                "type": "object"
              },
              {
                "type": "null"
              }
            ],
            "default": null,
            "title": "Payload"
          }
        },
        "title": "persist_appearance_options_to_localstorageArguments",
        "type": "object"
      },
      "name": "persist-appearance-options-to-localstorage",
      "outputSchema": {
        "additionalProperties": true,
        "title": "persist_appearance_options_to_localstorageDictOutput",
        "type": "object"
      }
    },
    {
      "description": "Request for help with media search, a repetitive task that could be automated with a tool. (reference price: $0.0100 per call)",
      "inputSchema": {
        "properties": {
          "payload": {
            "anyOf": [
              {
                "additionalProperties": true,
                "type": "object"
              },
              {
                "type": "null"
              }
            ],
            "default": null,
            "title": "Payload"
          }
        },
        "title": "request_help_with_media_searchArguments",
        "type": "object"
      },
      "name": "request-help-with-media-search",
      "outputSchema": {
        "additionalProperties": true,
        "title": "request_help_with_media_searchDictOutput",
        "type": "object"
      }
    },
    {
      "description": "Mode 1 (\"The Eyes\"): scan GitHub Issues, targeted Reddit subs, and the\npublic MCP registry for recurring pain points not already solved by an\nexisting tool; queue anything past the daily mention threshold for\ndevelopment.",
      "inputSchema": {
        "properties": {},
        "title": "research_pain_pointsArguments",
        "type": "object"
      },
      "name": "research_pain_points",
      "outputSchema": {
        "additionalProperties": true,
        "title": "research_pain_pointsDictOutput",
        "type": "object"
      }
    },
    {
      "description": "Run the full LangGraph-orchestrated pipeline in one call:\nresearch -> develop -> health_check. This is graph.py's only production\nentry point -- it is not exposed over HTTP.",
      "inputSchema": {
        "properties": {},
        "title": "run_factory_cycleArguments",
        "type": "object"
      },
      "name": "run_factory_cycle",
      "outputSchema": {
        "additionalProperties": true,
        "title": "run_factory_cycleDictOutput",
        "type": "object"
      }
    },
    {
      "description": "Student gamification features (XP, Levels & Streaks), a repetitive task that could be automated with a tool. (reference price: $0.0100 per call)",
      "inputSchema": {
        "properties": {
          "payload": {
            "anyOf": [
              {
                "additionalProperties": true,
                "type": "object"
              },
              {
                "type": "null"
              }
            ],
            "default": null,
            "title": "Payload"
          }
        },
        "title": "student_gamification_xp_levels_streakArguments",
        "type": "object"
      },
      "name": "student-gamification-xp-levels-streak",
      "outputSchema": {
        "additionalProperties": true,
        "title": "student_gamification_xp_levels_streakDictOutput",
        "type": "object"
      }
    },
    {
      "description": "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)",
      "inputSchema": {
        "properties": {
          "payload": {
            "anyOf": [
              {
                "additionalProperties": true,
                "type": "object"
              },
              {
                "type": "null"
              }
            ],
            "default": null,
            "title": "Payload"
          }
        },
        "title": "support_ticket_system_frictionArguments",
        "type": "object"
      },
      "name": "support-ticket-system-friction",
      "outputSchema": {
        "additionalProperties": true,
        "title": "support_ticket_system_frictionDictOutput",
        "type": "object"
      }
    }
  ]
}

Verify it yourself

curl -s https://api.teppi.xyz/v1/evidence/sha256:c94427d7b42bbc4b8dd373f191dd9d5495cd6acc634d08a51a9c832e197cad52 | sha256sum