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Api Flow Analyzer

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io.github.lazymac2x/api-flow-analyzerv1.0.0

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https://api.lazy-mac.com/api-flow-analyzer/mcp

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analyze_flow

Analyze complete API call flow and identify patterns

callsarray, required

Array of API calls with metadata

flow_idstring, required

Unique request flow identifier

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Tools (6)

Api Flow Analyzer MCP server | mcptry

Argument	Type	Description
calls*	array	Array of API calls with metadata
flow_id*	string	Unique request flow identifier

Input schema (JSON)

{
  "type": "object",
  "required": [
    "calls",
    "flow_id"
  ],
  "properties": {
    "calls": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "method": {
            "type": "string"
          },
          "endpoint": {
            "type": "string"
          },
          "timestamp": {
            "type": "number"
          },
          "duration_ms": {
            "type": "number"
          }
        }
      },
      "description": "Array of API calls with metadata"
    },
    "flow_id": {
      "type": "string",
      "description": "Unique request flow identifier"
    }
  }
}

calculate_savings

Calculate estimated cost and latency savings from optimizations

Argument	Type	Description
current_calls*	number	Current number of API calls
avg_latency_ms	number	Average latency per call in ms
optimized_calls*	number	Optimized number of calls
cost_per_call_usd	number	Cost per API call in USD

Input schema (JSON)

{
  "type": "object",
  "required": [
    "current_calls",
    "optimized_calls"
  ],
  "properties": {
    "current_calls": {
      "type": "number",
      "description": "Current number of API calls"
    },
    "avg_latency_ms": {
      "type": "number",
      "description": "Average latency per call in ms"
    },
    "optimized_calls": {
      "type": "number",
      "description": "Optimized number of calls"
    },
    "cost_per_call_usd": {
      "type": "number",
      "default": 0.0001,
      "description": "Cost per API call in USD"
    }
  }
}

detect_redundancy

Identify duplicate or redundant API calls in a flow

Argument	Type	Description
calls*	array	Array of API calls to analyze
threshold_pct	number	Similarity threshold percentage (0-100)

Input schema (JSON)

{
  "type": "object",
  "required": [
    "calls"
  ],
  "properties": {
    "calls": {
      "type": "array",
      "items": {
        "type": "object"
      },
      "description": "Array of API calls to analyze"
    },
    "threshold_pct": {
      "type": "number",
      "default": 80,
      "description": "Similarity threshold percentage (0-100)"
    }
  }
}

get_dependency_graph

Generate dependency graph of API calls showing call sequence and relationships

Argument	Type	Description
calls*	array	Array of API calls with dependencies

Input schema (JSON)

{
  "type": "object",
  "required": [
    "calls"
  ],
  "properties": {
    "calls": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "id": {
            "type": "string"
          },
          "endpoint": {
            "type": "string"
          },
          "depends_on": {
            "type": "array",
            "items": {
              "type": "string"
            }
          }
        }
      },
      "description": "Array of API calls with dependencies"
    }
  }
}

suggest_batching

Recommend batching opportunities for parallel API calls

Argument	Type	Description
calls*	array	Array of API calls to optimize
batch_size_limit	number	Max items per batch

Input schema (JSON)

{
  "type": "object",
  "required": [
    "calls"
  ],
  "properties": {
    "calls": {
      "type": "array",
      "items": {
        "type": "object"
      },
      "description": "Array of API calls to optimize"
    },
    "batch_size_limit": {
      "type": "number",
      "default": 50,
      "description": "Max items per batch"
    }
  }
}

track_call

Record and track an individual API call with metadata

Argument	Type	Description
method*	string	HTTP method (GET, POST, etc.)
endpoint*	string	API endpoint URL
duration_ms*	number	Call duration in milliseconds
status_code*	number	HTTP status code
service_name	string	Source service identifier
response_size_bytes	number	Response payload size

Input schema (JSON)

{
  "type": "object",
  "required": [
    "method",
    "endpoint",
    "duration_ms",
    "status_code"
  ],
  "properties": {
    "method": {
      "type": "string",
      "description": "HTTP method (GET, POST, etc.)"
    },
    "endpoint": {
      "type": "string",
      "description": "API endpoint URL"
    },
    "duration_ms": {
      "type": "number",
      "description": "Call duration in milliseconds"
    },
    "status_code": {
      "type": "number",
      "description": "HTTP status code"
    },
    "service_name": {
      "type": "string",
      "description": "Source service identifier"
    },
    "response_size_bytes": {
      "type": "number",
      "description": "Response payload size"
    }
  }
}