Robin Saige we check the tools AI agents call

SocialDataX 微信视频号 WeChat Channels MCP

com.52choujiang/wechat-channels-insights

WeChat Channels videos, comments, users, transcripts, and Official Account article details.

— the operator's own registry description reported

Publisher com.52choujiang · first seen 2026-08-12 · endpoint https://mcp.socialdatax.com/wechat/mcp

allow
verdict
mid-slow-shared
cluster
ok_tools
answers
16
tools served

Dependency rating derived

allow — mid-slow-shared — safe to depend on

Cluster mid-slow-shared · distinctiveness 0.709 (unusual). Every figure is a percentile or class within the 11,094-server censussee the whole spectrum.

Reach — can an agent get to it?
answersalive_tools
latency1396 ms
vs populationslow
protocolcurrent
authopen
Use — can it use it?
tools16
vs populationmid
capabilities5
harnessA
Trust — can it rely on it?
identityshared
servers on its host3
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_c2f44a4a03242f4e2e000e4a · ed25519 · key rs-rcpt-2026-08 — this rating is tamper-evident; an agent gets the full signature from check_server and can verify it against the published key.

Tools last seen

socialdatax_get_points_balance wechat_get_hot_search_list wechat_get_mp_article_detail_by_url wechat_get_user_info_by_url wechat_get_user_info_by_user_id wechat_get_user_posted_videos_by_url wechat_get_user_posted_videos_by_user_id wechat_get_video_comment_replies_by_comment_id wechat_get_video_comments_by_object_id wechat_get_video_comments_by_url wechat_get_video_detail_by_encrypted_object_id wechat_get_video_detail_by_url wechat_get_video_speech_text_job wechat_search_videos wechat_submit_video_speech_text_by_encrypted_object_id wechat_submit_video_speech_text_by_video_url

Harness readiness observed

Can an agent's harness pick this tool and call it correctly? Graded on the three things an agent reads — name, description, typed parameters. Band A — an agent can pick and call these reliably.

legibility checktools passingok
name is clear & specific16/16
has a description16/16
description is substantive8/168/16
parameters are typed16/16
parameters are described16/16

16 of 16 tools graded · 16 with a captured input schema. RS-008, Tier-1 — no domain knowledge, applies to any tool. “Alive” is not the same as “usable”.

Truth checks observed

Not in the Tier-2 trade lane, or not yet checked. Tier-2 re-derives a server's answers against published primary sources — see truth checks.

Protocol conformance observed

2025-06-18
protocol version
session model
3.0.0
server version wechat_mcp

Capabilities: experimental extensions prompts resources tools

Drift

No confirmed drift on record. Baseline set 2026-08-14; changes appear here after human review.

History observed

Every probe we made, oldest → newest (2 shown, 2026-08-12 → 2026-08-14). Green answered · amber answered-but-walled · red no useful answer. A gap in our cadence is a gap in coverage, not evidence about the server.

changelog (2 events)
datetypewhat changed
2026-08-14inventorytools 15 → 16
2026-08-12outcomefirst probe: ok_tools
raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-14T19:57:52Zok_tools20013962025-06-18
2026-08-12T05:33:08Zok_tools20014252025-06-18

Watch or embed this verdict

verdict badge

Operators: put the live verdict in your README — it updates with every census, links back here, and is a dated observation, never a warranty:

[![Robin Saige verdict](https://robinsaige.com/badge/com.52choujiang/wechat-channels-insights.svg)](https://robinsaige.com/s/com.52choujiang/wechat-channels-insights)

Depend on it? Subscribe to its change feed — outcome changes and confirmed drift, no account needed. Building on it? The full dossier as JSON — verdict, rating, truth checks, history — stable enough to gate CI on.

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