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LinkIntel
MCP server that feeds an AI assistant daily X post performance and ranking weights

About LinkIntel
LinkIntel is an MCP server that connects to an existing assistant to provide daily snapshots of a user’s X post performance and X’s open-source ranking code. It records impressions, replies, reposts, and bookmarks for each published post and cross-references these metrics with the algorithm’s published weights, including the commit hash for each change. The tool does not generate or schedule posts; instead, it supplies a cited content brief that the assistant uses to inform drafts, allowing the user to retain final control over the output. Public references can be optionally added to the brief when additional context is useful. The server operates in read-only mode, never searching X or publishing content on its own. It is designed to improve draft quality by grounding new content in the user’s historical performance rather than generic platform advice.
Key features
- Daily snapshots of X post performance metrics
- Cross-referencing of metrics with X’s open-source ranking code
- Cited content briefs for AI assistants
- Optional inclusion of public references in briefs
- Read-only operation (no publishing or scheduling)
- Integration with MCP-compatible assistants
- Commit-hash receipts for algorithm changes
- User-controlled storage of public references
Use cases
- Guiding AI-assisted drafts with historical X post performance data
- Testing new content angles using optional public references
- Refining content strategy based on algorithm weight changes
Pros
- Reads X’s open-source ranking code daily to align drafts with current algorithm weights
- Records daily post metrics (impressions, replies, reposts, bookmarks) for evidence-based briefs
- Integrates with existing MCP-compatible assistants without requiring new tools or workflows
- Allows optional inclusion of public references for additional context in drafts
- Provides a 7-day free trial with no charge if canceled before the trial ends
Cons
- Limited to X platform with no support for other social networks
- No free tier after the trial period
- Requires a credit card to start the free trial
Frequently asked questions about LinkIntel
What is LinkIntel and what does it do?
LinkIntel is an MCP server that connects to an MCP-compatible assistant to provide daily snapshots of a user’s X post performance and X’s open-source ranking code. It records metrics like impressions, replies, reposts, and bookmarks for each published post and cross-references these with the algorithm’s published weights, including the commit hash for each change.
Who is LinkIntel designed for?
LinkIntel is designed for users who already use an MCP-compatible assistant to draft content and want to ground new drafts in their own historical performance data rather than generic platform advice. It is particularly useful for those who publish frequently on X and seek to improve draft quality.
How does LinkIntel integrate with existing tools?
LinkIntel integrates directly with MCP-compatible assistants, such as Claude, by providing a cited content brief that includes the user’s post performance and X’s ranking weights. It operates within the assistant’s existing workflow without requiring users to switch tools or copy data between windows.
Does LinkIntel generate or schedule posts?
No, LinkIntel does not generate, schedule, or publish posts. It operates in read-only mode, supplying data and context to assist the user’s existing assistant in drafting content while the user retains final control over the output.
What platforms does LinkIntel support?
LinkIntel currently supports X and is expanding to additional platforms. LinkedIn analytics are available for historical reference, but the active workflow is focused on X at this time.
How do I get started with LinkIntel?
To get started, users can sign up for a 7-day free trial by providing a payment card, which is not charged during the trial period. After the trial, the service is billed monthly in advance. Users can cancel anytime and still access the service until the end of the paid period.
LinkIntel traffic & engagement
getlinkintel.com · third-party estimates from Similarweb
Traffic trend
Last 3 months · grows by one month every month
- Jul 20263K
- Aug 20261.7K−42.3%
- Sep 20261.2K−28.3%
Where visitors come from
Share of visits by channel
No measurable traffic from Paid Referrals.
Top countries
Share of visits · estimated visits
Compared with similar tools
Business & Marketing · Sep 2026
Traffic figures are third-party estimates, good for scale and trends; they can differ from a company's own numbers. Updated monthly.