Threads Analytics
Track Threads performance and analytics. Use when the user says 'Threads analytics', 'Threads metrics', 'how are my Threads doing', 'Threads engagement', 'Th...
MIT-0 · Free to use, modify, and redistribute. No attribution required.
⭐ 0 · 47 · 1 current installs · 1 all-time installs
MIT-0
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OpenClaw
Benign
medium confidencePurpose & Capability
The skill is an instruction-only analytics integration that requires an MCP Connector link (which contains an embedded auth token) to fetch metrics from Boring. Requesting a connector/token is coherent with an analytics tool — there are no unrelated env vars, binaries, or packages requested.
Instruction Scope
SKILL.md instructs the agent to call named boring_get_* endpoints and to add the MCP link as a connector. It does not ask the agent to read arbitrary files or unrelated environment variables. The only notable operational step is asking the user to paste an MCP URL (which contains the token) into the connector configuration — that action effectively shares a credential with the skill/platform and should be treated as sensitive.
Install Mechanism
No install spec and no code files — instruction-only. This minimizes on-disk footprint and is consistent with the described behavior.
Credentials
No environment variables or unrelated credentials are requested. The single required secret is the MCP connector link (embedded token), which is proportionate for read-only analytics access. The SKILL.md claims the token is read-only and stored server-side; this is plausible but is a trust assertion about the third-party service rather than something the skill demonstrates.
Persistence & Privilege
always:false (default) and no instructions to modify other skills or system-wide settings. The skill requires the connector token to operate but does not request permanent elevated platform privileges in its instructions.
Assessment
This skill appears to do what it says: fetch Threads analytics via a Boring MCP connector link. Before installing or providing the MCP link, verify the following: 1) that the domain (boring.aiagent-me.com) and the service are trustworthy and you intended to use that vendor; 2) that the MCP URL truly is read-only (test with a revocable token or a limited account); 3) you understand that pasting the MCP URL into a connector shares an embedded auth token — treat it like a password and rotate/revoke it if needed; 4) confirm the connector will not be stored or exposed in places you don't control (review the platform's connector storage / privacy settings). If any of these cannot be verified, avoid pasting a long-lived token and prefer generating short-lived or scoped credentials, or use the provider's official OAuth flow instead.Like a lobster shell, security has layers — review code before you run it.
Current versionv1.0.1
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License
MIT-0
Free to use, modify, and redistribute. No attribution required.
Runtime requirements
📊 Clawdis
ConfigMCP Connector link from boring.aiagent-me.com (contains embedded auth token)
SKILL.md
Threads Analytics
Track your Threads performance — views, likes, replies, reposts, quotes, and follower growth. Powered by Boring.
Security & Data Handling
- MCP link is a credential: Your MCP Server URL (
https://boring.aiagent-me.com/mcp/t/xxxxx...) contains an embedded authentication token. Treat it like a password — do not share it publicly. - Token scope: The embedded token is read-only for analytics. It can only fetch performance metrics and account metadata. It cannot publish, delete, or modify any content on your social media accounts.
- Token storage: The token is stored server-side in Boring's database (MongoDB on DigitalOcean). It is never written to your local filesystem. You can regenerate or revoke it anytime at boring.aiagent-me.com/settings.
- Data flow: Analytics queries are sent from Boring's server (Google Cloud, us-central1) to the platform's API on your behalf. Only performance metrics are retrieved — no content is uploaded or modified.
- No local credentials: No local API keys, environment variables, or secrets are needed. All auth is embedded in the MCP link.
- Third-party service: This skill relies on Boring, an open-source social media management tool. Source code: github.com/snoopyrain.
Prerequisites
- Sign up at boring.aiagent-me.com with Google
- Connect Threads account via OAuth
- Get your MCP link: Go to Settings → copy your MCP Server URL (contains your auth token — treat it like a password)
- Add to Claude: Paste the MCP link as a Connector — no install, no API key needed
Available Tools
| Tool | Data Source | Best For |
|---|---|---|
boring_get_performance | Real-time platform API | Account-level overview (views, followers) |
boring_get_video_analytics | Real-time platform API | Per-post metrics (views, likes, replies, reposts) |
boring_get_posts_performance | Daily snapshots (collected at 2 AM) | Historical post performance over date ranges |
boring_get_publish_history | Boring database | Publishing history and status tracking |
Workflow
Step 1: List Accounts
Call boring_list_accounts and filter for threads platform.
Step 2: Determine What the User Wants
| User Request | Tool to Use |
|---|---|
| "How are my Threads doing?" | boring_get_performance |
| "Show my best Threads posts" | boring_get_video_analytics |
| "Threads performance this month" | boring_get_posts_performance |
| "What did I post on Threads?" | boring_get_publish_history |
Step 3: Fetch Data
Account-Level Performance
boring_get_performance(
account_id="<account_id>",
platform="threads",
period="week" // "day", "week", or "month"
)
Per-Post Analytics (Real-Time)
boring_get_video_analytics(
account_id="<account_id>",
platform="threads",
limit=20 // max 100
)
Historical Post Performance (Snapshots)
boring_get_posts_performance(
account_id="<account_id>",
since="2025-12-01",
until="2025-12-31",
limit=20
)
Step 4: Present Results
Format the data clearly:
- Account overview: Show views, followers in a summary table
- Post analytics: Rank posts by engagement (likes + replies + reposts)
- Historical: Show trends over time
Threads Metrics
| Metric | Description |
|---|---|
views | Post views |
likes | Post likes |
replies | Post replies |
reposts | Post reposts |
quotes | Post quotes |
followers_count | Account followers |
Error Handling
| Error | Solution |
|---|---|
InvalidApiKey | MCP link may be invalid — regenerate it at boring.aiagent-me.com Settings |
InvalidAccountId | Run boring_list_accounts to get valid IDs |
TokenExpired | Reconnect account at boring.aiagent-me.com |
| No data returned | Account may be newly connected — data collection runs daily at 2 AM |
Documentation
Full API docs: boring-doc.aiagent-me.com
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