# BusyBee — Social Media Data

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

- name: io.github.danfeistar/busybee
- version: 0.2.4
- connection class: R1 (autonomous)
- trust: 97/100
- quality: 81/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.danfeistar%2Fbusybee
- tools: https://api.protogrid.dev/v1/servers/io.github.danfeistar%2Fbusybee/tools

**An agent can connect on its own if it already holds `BUSYBEE_TOKEN`.** Remote endpoint behind a static API key or header. The registry never sees the value; the agent fills the placeholder.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "busybee": {
      "type": "http",
      "url": "https://lucydomi.com/mcp",
      "headers": {
        "Authorization": "Bearer ${BUSYBEE_TOKEN}"
      }
    }
  }
}
```

Placeholders to fill: `${BUSYBEE_TOKEN}`.

## Trust

- hygiene: 100
- liveness: 99
- freshness: 100
- provenance: 90
- drivers: +repository +namespace-matches-repo +website +reachable +uptime-97% +updated-14d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 81/100 (good)

### protocol: n/a (weight 25)

- n/a `protocol.modern`, `protocol.stateless`, `protocol.transport`, `protocol.list_ttl`: no remote answered a protocol handshake (not probed yet, unreachable, or local-only)

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 71 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: list_platforms (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_post (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_trending (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
- pass `tools.token_cost`: about 667 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: no tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 10, about 667 tokens to load them all
- tool set hash: 4c14607c093087352fd303852a25ccf9
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.danfeistar/busybee.svg)](https://protogrid.dev/servers/io.github.danfeistar/busybee)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://lucydomi.com/mcp (streamable-http, auth api_key ${BUSYBEE_TOKEN}, reachable true, uptime30d 0.9661017)

## Packages

_none_

## Tools (10)

- `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。
- `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”。
- `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。
- `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。
- `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。
- `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。
- `list_creator_posts`: 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。
- `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。
- `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”。