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Glama
peter120525-cmd

LAWMADI

by peter120525-cmd
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Remote

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
GEMINI_KEYYesGemini API key (used via Vertex AI) for LLM analysis.
LAWGO_DRF_OCYeslaw.go.kr API key (DRF API) for real-time statute verification.

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
ask_ask_postB

Ask

Main legal question endpoint — routes to 1 of 60 specialist agents with real-time statute verification.

Responses:

200: Successful Response (Success Response) Content-Type: application/json

Output Schema:

{}

422: Validation Error Content-Type: application/json

Example Response:

{
  "detail": [
    {
      "loc": [],
      "msg": "Message",
      "type": "Error Type"
    }
  ]
}

Output Schema:

{
  "properties": {
    "detail": {
      "items": {
        "properties": {
          "loc": {
            "items": {},
            "type": "array",
            "title": "Location"
          },
          "msg": {
            "type": "string",
            "title": "Message"
          },
          "type": {
            "type": "string",
            "title": "Error Type"
          }
        },
        "type": "object",
        "required": [
          "loc",
          "msg",
          "type"
        ],
        "title": "ValidationError"
      },
      "type": "array",
      "title": "Detail"
    }
  },
  "type": "object",
  "title": "HTTPValidationError"
}
ask_stream_ask_stream_postB

Ask Stream

SSE streaming legal question — real-time token-by-token response with statute verification.

Responses:

200: Successful Response (Success Response) Content-Type: application/json

Output Schema:

{}

422: Validation Error Content-Type: application/json

Example Response:

{
  "detail": [
    {
      "loc": [],
      "msg": "Message",
      "type": "Error Type"
    }
  ]
}

Output Schema:

{
  "properties": {
    "detail": {
      "items": {
        "properties": {
          "loc": {
            "items": {},
            "type": "array",
            "title": "Location"
          },
          "msg": {
            "type": "string",
            "title": "Message"
          },
          "type": {
            "type": "string",
            "title": "Error Type"
          }
        },
        "type": "object",
        "required": [
          "loc",
          "msg",
          "type"
        ],
        "title": "ValidationError"
      },
      "type": "array",
      "title": "Detail"
    }
  },
  "type": "object",
  "title": "HTTPValidationError"
}
ask_expert_ask_expert_postB

Ask Expert

Expert mode — full 4-Stage Legal Pipeline with deep analysis and comprehensive statute verification.

Responses:

200: Successful Response (Success Response) Content-Type: application/json

Output Schema:

{}

422: Validation Error Content-Type: application/json

Example Response:

{
  "detail": [
    {
      "loc": [],
      "msg": "Message",
      "type": "Error Type"
    }
  ]
}

Output Schema:

{
  "properties": {
    "detail": {
      "items": {
        "properties": {
          "loc": {
            "items": {},
            "type": "array",
            "title": "Location"
          },
          "msg": {
            "type": "string",
            "title": "Message"
          },
          "type": {
            "type": "string",
            "title": "Error Type"
          }
        },
        "type": "object",
        "required": [
          "loc",
          "msg",
          "type"
        ],
        "title": "ValidationError"
      },
      "type": "array",
      "title": "Detail"
    }
  },
  "type": "object",
  "title": "HTTPValidationError"
}
search_search_getC

Search

Responses:

200: Successful Response (Success Response) Content-Type: application/json

Output Schema:

{}

422: Validation Error Content-Type: application/json

Example Response:

{
  "detail": [
    {
      "loc": [],
      "msg": "Message",
      "type": "Error Type"
    }
  ]
}

Output Schema:

{
  "properties": {
    "detail": {
      "items": {
        "properties": {
          "loc": {
            "items": {},
            "type": "array",
            "title": "Location"
          },
          "msg": {
            "type": "string",
            "title": "Message"
          },
          "type": {
            "type": "string",
            "title": "Error Type"
          }
        },
        "type": "object",
        "required": [
          "loc",
          "msg",
          "type"
        ],
        "title": "ValidationError"
      },
      "type": "array",
      "title": "Detail"
    }
  },
  "type": "object",
  "title": "HTTPValidationError"
}
suggest_questions_suggest_questions_postB

Suggest Questions

Suggest 3 contextual follow-up questions based on the current query and leader specialty.

Responses:

200: Successful Response (Success Response) Content-Type: application/json

Output Schema:

{}

422: Validation Error Content-Type: application/json

Example Response:

{
  "detail": [
    {
      "loc": [],
      "msg": "Message",
      "type": "Error Type"
    }
  ]
}

Output Schema:

{
  "properties": {
    "detail": {
      "items": {
        "properties": {
          "loc": {
            "items": {},
            "type": "array",
            "title": "Location"
          },
          "msg": {
            "type": "string",
            "title": "Message"
          },
          "type": {
            "type": "string",
            "title": "Error Type"
          }
        },
        "type": "object",
        "required": [
          "loc",
          "msg",
          "type"
        ],
        "title": "ValidationError"
      },
      "type": "array",
      "title": "Detail"
    }
  },
  "type": "object",
  "title": "HTTPValidationError"
}
get_leaders_api_leaders_getA

Get Leaders

List all 60+ specialist legal agents (leaders) with their names, specialties, and profiles.

Responses:

200: Successful Response (Success Response) Content-Type: application/json

Output Schema:

{}
chat_leader_api_chat_leader_postC

Chat Leader

1:1 chat with a specific legal specialist leader via SSE streaming.

Responses:

200: Successful Response (Success Response) Content-Type: application/json

Output Schema:

{}

422: Validation Error Content-Type: application/json

Example Response:

{
  "detail": [
    {
      "loc": [],
      "msg": "Message",
      "type": "Error Type"
    }
  ]
}

Output Schema:

{
  "properties": {
    "detail": {
      "items": {
        "properties": {
          "loc": {
            "items": {},
            "type": "array",
            "title": "Location"
          },
          "msg": {
            "type": "string",
            "title": "Message"
          },
          "type": {
            "type": "string",
            "title": "Error Type"
          }
        },
        "type": "object",
        "required": [
          "loc",
          "msg",
          "type"
        ],
        "title": "ValidationError"
      },
      "type": "array",
      "title": "Detail"
    }
  },
  "type": "object",
  "title": "HTTPValidationError"
}

Prompts

Interactive templates invoked by user choice

NameDescription
legal_questionAsk a Korean legal question — routed to the best specialist among 60 agents
expert_analysisDeep 4-stage expert legal analysis with full statute verification
find_specialistFind the right legal specialist for your situation

Resources

Contextual data attached and managed by the client

NameDescription
About Lawmadi OSOverview of the Korean Legal AI service
Legal DomainsAll 60 specialized legal domains covered by Lawmadi OS
Deploy Server
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

B3/5.0

Scored across 7 tools

Disambiguation4/5

The tools are mostly distinct in purpose (basic query, expert mode, streaming, chat with leader, list leaders, search, suggest questions), though some overlap exists between the various 'ask' tools. Descriptions help differentiate but an agent might still be confused about which to use.

Naming Consistency2/5

Tool names are inconsistent and awkward, often duplicating segments (e.g., 'ask_ask_post', 'ask_expert_ask_expert_post') and mixing path components. This auto-generated style lacks a clear, user-friendly pattern.

Tool Count5/5

With 7 tools, the server is well-scoped for a legal Q&A system. Each tool serves a distinct function without being too few or too many.

Completeness4/5

The tool set covers core interactions: asking questions (multiple modes), listing specialists, searching, and suggesting follow-ups. Minor gaps exist (e.g., no history or feedback), but the main workflow is supported.

Maintenance

ActivityActive
ResponsivenessSyncing

Resources