Skip to main content
Glama
todayoneul

Seoul Mobility Advisor

by todayoneul
OverviewSchemaRelated ServersScoreDiscussions
Python
Hybrid

Seoul Mobility Advisor (mobility-mcp)

카카오 PlayMCP 공모전 출품작 — 날씨·대기질·실시간 교통·따릉이 데이터와 **사진(시각 맥락)**을 종합해 상황에 맞는 이동수단(도보/따릉이/대중교통/자가용)을 추천하는 MCP 서버.

설계 원칙

서버는 '데이터 + 결정론적 도구'만 제공한다. 자연어/이미지 해석과 추천 판단은 **호스트 LLM(PlayMCP AI / Claude)**이 담당한다. 사진 분석도 호스트가 수행해 constraints 태그(예: cannot_ride_bike, formal_attire)로 툴에 넘긴다.

Related MCP server: OpenAPI Korea MCP Server

빠른 시작

uv sync --extra dev                 # 의존성 설치
cp .env.example .env                # (선택) 키 입력 — 키 없어도 mock으로 동작
uv run mobility-mcp                 # 로컬 실행 (stdio)

MCP Inspector로 점검

npx @modelcontextprotocol/inspector uv run mobility-mcp

원격 실행 (PlayMCP 등록/배포용, Streamable HTTP)

MCP_TRANSPORT=http uv run mobility-mcp     # → http://localhost:8000/mcp/

테스트

uv run --extra dev pytest

현재 툴 (Phase 1)

툴

설명

get_bike_availability(query?, lat?, lng?, limit=5)

서울 따릉이 실시간 대여가능 수 (키 없으면 샘플)

로드맵

~/.claude/plans/temporal-drifting-peacock.md 참고. Phase 2 날씨/대기/교통 클라이언트 · Phase 3 compare_transport_options 점수엔진 · Phase 4–5 Docker→KC 배포·PlayMCP 등록.

구조

src/mobility_mcp/
  server.py            # FastMCP 앱 + 툴
  config.py            # .env 키 로딩
  clients/seoul_bike.py# 따릉이 클라이언트(+mock)
tests/

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

No tool schema history has been recorded yet.

This server cannot be installed

RayrunBuild, deploy, and operate MCP servers without becoming an infrastructure team.ray.runAd

Maintenance

ActivityMaintained
ResponsivenessSyncing

Resources

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

Related MCP Connectors

Related MCP Servers

  • OpenAPI Korea MCP Server

    ggumgil
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables access to Korean public data services through OpenAPI integration. Supports querying government datasets like parking information in Sejong City through natural language interactions.
    MIT

  • Ingrids Reisetjenester

    zral
    -
    license
    Not graded
    quality
    Not graded
    maintenance
    Enables intelligent travel planning by combining weather forecasts and route calculations for destinations. Provides personalized travel recommendations based on weather conditions and supports trip planning with persistent conversation memory.
    -

  • Traffic MCP Server

    lucad-28
    F
    license
    Not graded
    quality
    D
    maintenance
    Provides traffic prediction and route optimization tools that consume a REST API to get traffic station data, predict Speed Performance Index using LSTM models, and suggest optimal routes between stations using Dijkstra's algorithm.
    -

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/todayoneul/mobility-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server