Leaderboard/Line-bot
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

Line-bot

MCP server for LINE Messaging API — send messages, manage groups, rich menus, webhooks, and more. ## Features - Push, reply, multicast, and broadcast messages - User profiles, follower lists, and bot info - Group chat management (summary, members, profiles) - Rich menu CRUD, default setting, and per-user linking - Message quota monitoring and follower insights - Webhook URL configuration and connectivity testing ## 25 Tools **Messages**: push, reply, multicast, broadcast, validate **User & Bot**: get profile, get follower IDs, get bot info, display loading **Group Chat**: get summary, get members count, get member IDs, get member profile **Rich Menu**: create, list, get, delete, set default, link to user **Quota & Insights**: get quota, get consumption, get followers count **Webhook**: set URL, get info, test endpoint ## Configuration - LINE_CHANNEL_ACCESS_TOKEN — Channel Access Token from LINE Developers Console (Messaging API channel settings)

40/100
Operational Score
Score Breakdown
Availability20/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
99.0%
P95 Latency
202.2ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 194ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 202ms, task completion: 0%
Improvement Tips
  • -Improve uptime (currently 99.0%, target 99%+)
Recent Probe Results
TimestampStatusLatencyConformance
Apr 10, 2026success194.6msPass
Apr 10, 2026success191.8msPass
Apr 10, 2026success202.2msPass
Apr 3, 2026success193msPass
Apr 3, 2026success195msPass
Apr 3, 2026success198.1msPass
Apr 3, 2026success224.3msPass
Apr 3, 2026success193.5msPass
Apr 3, 2026success327.9msPass
Apr 3, 2026success190.7msPass
Source Registries
smithery
First Seen
Apr 1, 2026
Last Seen
Apr 10, 2026
Last Probed
Apr 10, 2026
Line-bot — Chiark Agent Quality Index