BusyBee — Social Media Data

io.github.danfeistar/busybeedanfeistarstreamable-httpv0.2.1Scanned 1 hour ago

Social media data for AI agents: creators, posts, comments, insights, trending across 6 platforms.

10 tools: 2 change things and 8 only read.

Reads private data · 0
Reads text others write · 6
Can send data out · 0
No findings

Tools listed without sign-in. Remote posture

Anlyon alternative

2 of these tools change something. Run those as governed actions.

Declare what an action changes, and Anlyon puts it under a shared limit, binds every approval to the exact request, and grades the outcome. It works on any HTTPS API you can describe as an action.

Anlyon does not run, proxy or govern this MCP server. A tool your own code calls directly is not routed through Anlyon and is not governed by it.

Import an OpenAPI spec →

Tools

Grouped by what each tool does, most consequential first. Open one for its reasons and full description; descriptions are the publisher's own words.

10 tools

Changes things 2Creates or changes something that can be changed back.Claude Code: ask

check_balance查当前 API Key 的账户信息与余额（美元）。调用前可以先看一眼，避免跑到一半余额不足。No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it
查当前 API Key 的账户信息与余额（美元）。调用前可以先看一眼，避免跑到一半余额不足。
get_post查单条内容的详情。post_id 填平台的内容 id；TikTok/抖音也可传视频链接里的数字 id。Reads text others writeNo findings
Why it is in this group
- The name "get_post" says "get": a word for reading.
- The description's first verb is "post": a word for a change.
What it can reach
- untrusted-inputThe name "get_post" says "get" and "post": it reads posts, which other people can write.
Description, as the server wrote it
查单条内容的详情。post_id 填平台的内容 id；TikTok/抖音也可传视频链接里的数字 id。

Only reads 8Looks things up and changes nothing.Show 8 read-only tools

get_comment_insights评论洞察：先拉样本评论再本地聚合，直接给结论——情绪分布、提问占比、高频词、高赞评论。比原始评论更适合回答“用户到底在说什么”。Reads text others writeNo findings
Why it is in this group
- The name "get_comment_insights" says "get": a word for reading.
What it can reach
- untrusted-inputThe name "get_comment_insights" says "get" and "comment": it reads comments, which other people can write.
Description, as the server wrote it
评论洞察：先拉样本评论再本地聚合，直接给结论——情绪分布、提问占比、高频词、高赞评论。比原始评论更适合回答“用户到底在说什么”。
get_comments拉某条内容的评论列表（统一字段：评论人、内容、点赞、时间）。拿到评论后用 get_comment_insights 出结论。Reads text others writeNo findings
Why it is in this group
- The name "get_comments" says "get": a word for reading.
What it can reach
- untrusted-inputThe name "get_comments" says "get" and "comment": it reads comments, which other people can write.
- untrusted-inputThe description's first sentence says "get" and "comment": it reads comments, which other people can write.
Description, as the server wrote it
拉某条内容的评论列表（统一字段：评论人、内容、点赞、时间）。拿到评论后用 get_comment_insights 出结论。
get_creator查单个账号的详情（粉丝数、简介、作品数）。creator 填 handle（如 @nasa 去掉@）或平台 id。No findings
Why it is in this group
- The name "get_creator" says "get": a word for reading.
Description, as the server wrote it
查单个账号的详情（粉丝数、简介、作品数）。creator 填 handle（如 @nasa 去掉@）或平台 id。
get_trending拉平台热搜/热榜（目前支持抖音）。适合做选题和热点追踪。No findings
Why it is in this group
- The name "get_trending" says "get": a word for reading.
Description, as the server wrote it
拉平台热搜/热榜（目前支持抖音）。适合做选题和热点追踪。
list_creator_posts拉某个账号最近发布的作品列表。creator 填 handle 或平台 id。Reads text others writeNo findings
Why it is in this group
- The name "list_creator_posts" says "list": a word for reading.
What it can reach
- untrusted-inputThe name "list_creator_posts" says "list" and "post": it reads posts, which other people can write.
Description, as the server wrote it
拉某个账号最近发布的作品列表。creator 填 handle 或平台 id。
list_platforms列出可用的平台、每个平台支持哪些操作，以及该怎么选。首次使用先调这个。No findings
Why it is in this group
- The name "list_platforms" says "list": a word for reading.
Description, as the server wrote it
列出可用的平台、每个平台支持哪些操作，以及该怎么选。首次使用先调这个。
search_creators按关键词搜索社媒账号/达人。返回 id、handle、昵称、粉丝数、简介——拿到 handle 或 id 后再用 get_creator / list_creator_posts 深入。Reads text others writeNo findings
Why it is in this group
- The name "search_creators" says "search": a word for reading.
What it can reach
- untrusted-inputThe description's first sentence says "post": it reads posts, which other people can write.
Description, as the server wrote it
按关键词搜索社媒账号/达人。返回 id、handle、昵称、粉丝数、简介——拿到 handle 或 id 后再用 get_creator / list_creator_posts 深入。
search_posts搜索内容：给关键词，返回帖子/视频列表（统一字段：作者、文案、时间、点赞/评论/播放）。适合“某个话题最近在火什么”。Reads text others writeNo findings
Why it is in this group
- The name "search_posts" says "search": a word for reading.
What it can reach
- untrusted-inputThe name "search_posts" says "search" and "post": it reads posts, which other people can write.
Description, as the server wrote it
搜索内容：给关键词，返回帖子/视频列表（统一字段：作者、文案、时间、点赞/评论/播放）。适合“某个话题最近在火什么”。

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Exfil surface

Which tools read private data, which read text someone else can write, and which can send data out. One of each is a path a prompt injection can use.

No private-data, untrusted-input, outbound path in this server alone: no tool is tagged private-data or outbound.

Reads private data0: Reads files, mail, messages, databases, secrets, calendars or repositories.
Reads text others write6: Brings in text someone else can write: web pages, inbound email, messages, issues and comments.; get_comment_insights
get_comments
get_post
list_creator_posts
search_creators
search_posts
Can send data out0: Can carry data to people or systems: it sends, posts or publishes, or takes a recipient, channel or URL.

Other servers in the same agent add their own tools to these paths. Audit your whole setup to see them together.

Remote posture

What anyone on the internet sees at the remote endpoint: an anonymous initialize and tools/list, and the public OAuth metadata.

Tools listed without sign-in

Looked at Oct 23, 2026, 15:19 UTC, unchanged since Oct 23, 2026. No credentials were sent and no tool was called. What is looked at.

Reachable: yes
HTTP status of an anonymous initialize: 200
tools/list served without credentials: yes
Tools that change things, listed without credentials: 2
Protocol version: 2025-06-18
WWW-Authenticate on 401: not observed
resource_metadata in WWW-Authenticate: not observed
RFC 9728 protected resource metadata: not observed
Authorization servers: not observed
Legacy HTTP+SSE transport: no
Dynamic client registration: not observed
Client ID metadata documents: not observed

WarnThe whole server
The endpoint served tools/list without credentials, and the list has 2 tools that change things (2 write). Whether a call also works without credentials was not tested: tools are never called.
Matched text
https://lucydomi.com/mcp: tools/list returned 10 tools to an anonymous client, including get_post (write), check_balance (write)
What this check looks for

Findings

Matches of fixed checks, with the text they matched.

No check matched anything in these tool definitions. That is not a safety guarantee.

History

Changes to its tool definitions and to its remote endpoint, newest first.

No change seen yet. Its tools are rescanned every day, and a remote endpoint is looked at once a week.

All changes to this server

Install

Pinned to version 0.2.1. Values in angle brackets are yours to fill in.

claude mcp add --transport http busybee https://lucydomi.com/mcp --header 'Authorization: <your-authorization>'

claude mcp add --transport http busybee https://lucydomi.com/mcp --header 'Authorization: <your-authorization>'

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change or a way out, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json

{
  "permissions": {
    "allow": [
      "mcp__busybee__list_platforms",
      "mcp__busybee__search_creators",
      "mcp__busybee__search_posts",
      "mcp__busybee__get_creator",
      "mcp__busybee__list_creator_posts",
      "mcp__busybee__get_comments",
      "mcp__busybee__get_trending",
      "mcp__busybee__get_comment_insights"
    ],
    "ask": [
      "mcp__busybee__get_post",
      "mcp__busybee__check_balance"
    ],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. A read that can send data out (it takes a URL, say) asks first too. It assumes the server is installed as busybee. Review it before you use it.

Capability tags behind 6 rules

mcp__busybee__search_creators untrusted-input
mcp__busybee__search_posts untrusted-input
mcp__busybee__list_creator_posts untrusted-input
mcp__busybee__get_post untrusted-input
mcp__busybee__get_comments untrusted-input
mcp__busybee__get_comment_insights untrusted-input

Keep the decision: fail CI when the tools change, follow every change, or show a badge.

Pin in CI

Fail a build when the tools you reviewed are not the tools the server serves today.

curl -s "https://anlyon.dev/api/v1/servers/io.github.danfeistar/busybee/verify?hash=efc43d4fb228e34d72fd7645a6b571b7085c31f4cb1006a6756e4f7f1621df5a" | jq -e '.changed == false'

Pinned hash efc43d4fb228, from Oct 23, 2026, 14:20 UTC.

Watch

Get told when its tools change: a new tool, a new description, a new class.

https://anlyon.dev/servers/io.github.danfeistar/busybee/changes.xml

An Atom feed. Works in any feed reader or Slack's RSS app.

Badge

[![anlyon.dev](https://anlyon.dev/badge/io.github.danfeistar/busybee.svg)](https://anlyon.dev/servers/io.github.danfeistar/busybee)

Source: MCP Registry · repository. Synced Oct 23, 2026, 15:17 UTC.