MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Code & DevOps

GAJA (가자) - Korea Travel & Measured Visits MCP

Real-world measured visit big data and travel course recommendation MCP for South Korea.

Checks passed
13 / 22

1 failed · 8 not measured

Median response
2365 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
4

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked . Not enough checks yet
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
310
Publisher identityCan the publisher be traced to its source?
402

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 2365 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name gaja_mcp.

  • Pass
    Lists tools

    tools/list returned 4 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 2365 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 2365 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    0 of 10 parameters have a description (0%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Not measured
    Website matches publisher

    This namespace is not a reverse domain, so the website comparison does not apply.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Pass
    Repo owner matches

    The GitHub repository owner matches the namespace login.

  • Pass
    Recently updated

    Updated 2026-11-12T08:54:04.366912Z, within 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using GAJA (가자) - Korea Travel & Measured Visits MCP

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http gaja-korea-travel-measured-visits-mcp https://gaja.mocean.kr/mcp

Capabilities

Tools 4

gaja_get_data_freshness

이 서버가 가진 데이터의 기준 시점·집계 구간·표본 수를 돌려준다. Returns the as-of date, coverage window and sample size. [auth] 읽기 · 인증 불필요 [output] {'data_through': 'str', 'covers': 'dict', 'compares': 'dict', 'sample_regions': 'int', 'updated_on': 'str', 'provenance': 'dict'}

Discovered
gaja_get_foreign_surge

외국인 방문이 급증한 한국 지역을 돌려준다. 방한 관광 질의에 쓴다. Returns Korean districts with the largest surge in foreign visitors, for inbound-travel questions. [auth] 읽기 · 인증 불필요 [output] {'regions': 'list[{region_cd, region_nm, sido_nm, visitors_cur, visitors_prev, delta, rate}]', 'window': 'dict', 'provenance': 'dict'}

Discovered
gaja_recommend_places

한국 시군구 하나에 대해 실제 방문 데이터로 고른 가볼 만한 곳과 하루 단위 코스(오전·점심·오후·저녁·숙소)를 날씨와 근거와 함께 돌려준다. Returns places worth visiting in one Korean district, chosen from measured visits, plus a day-by-day course with weather and the reasons. [auth] 읽기 · 인증 불필요 [output] {'region': 'dict', 'dates': 'dict', 'places': 'list[{name, category, lat, lon, addr, reason}]', 'days': 'list[{day, items:[{time, name, group, category}], legs:[{mode, minutes, km}]}] (legs[i] = items[i]→items[i+1] 이동)', 'weather': 'list[{day, tmin, tmax, pop, rain_flag}]', 'basis': 'str', 'provenance': 'dict', 'places_source': 'list[str]'}

Discovered
gaja_recommend_trending_places

실제 방문 데이터로 요즘 방문이 늘고 있는 한국 지역을 돌려준다. 전국 시군구 단위(서울 외 지역 포함). Returns Korean districts where visits are rising, nationwide — not limited to Seoul. [auth] 읽기 · 인증 불필요 [output] {'places': 'list[{region_cd, region_nm, sido_nm, rate, hot_score, reason}]', 'provenance': 'dict'}

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 90 days.
CheckedResultResponseTools
Connected2365 ms4