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TrackMCP

Captures and analyzes tool calls on MCP servers to show usage, failures, and workflow outcomes.

AnalyticsDeveloper toolsAnalyticsFor developersAPI
trackmcp.com ↗GitHubLinkedInXProduct HuntLaunched on Product Hunt · 2026-09-04
At a glanceswept 2026-09-17
For
Teams shipping MCP servers to production who need to understand how AI agents use their tools
Price
Free plan · From $49/mopricing page, read 2026-09-17
Use
Emerging
Activity
Maintainednothing dated on the site
Company
since 2026first launch
Runs as
API
What people do with itread off trackmcp.com on 2026-09-17
  • Track which AI clients connect and how often they return
  • Identify failing tool calls and diagnose root causes
  • See what workflows agents attempt and where they stop
Alternatives in Analyticsby use, among tools still maintained
  • JotformBuilds online forms with drag-and-drop interface, collects submissions, and integrates with business apps.Widely usedActivity not read yet
  • EvidenceDefines analytics dashboards and reports as code in version control, with an agent that answers data questions in natural language.Widely usedActivity not read yet
  • DataboxConnects business data and metrics to AI agents that analyze performance, generate reports, and automate recurring analysis workflows.Widely usedActively maintained
  • ThoughtSpotBuilds analytics agents and dashboards that answer business questions from company data using natural language.Widely usedActivity not read yet
  • JuliusWidely usedActivity not read yet
  • US Global MailScans physical mail, uses AI to sort and route documents, and integrates with business apps.Widely usedActively maintained

All Analytics tools →

Questions this page answers
  • What is TrackMCP?

    Captures and analyzes tool calls on MCP servers to show usage, failures, and workflow outcomes.

  • Who is TrackMCP for?

    Teams shipping MCP servers to production who need to understand how AI agents use their tools

  • How much does TrackMCP cost?

    TrackMCP has a free plan; paid plans start at $49/mo, per its pricing page on 2026-09-17.

  • Do people use TrackMCP?

    Emerging.

  • Is TrackMCP still maintained?

    Maintained.

  • What are alternatives to TrackMCP?

    In Analytics, by use: Jotform, Evidence, Databox, ThoughtSpot, Julius, US Global Mail.

How we read a tool

No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.

  • Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
  • Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
  • Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
  • The line and the use cases are written by us from the homepage, one row at a time, and refused when they repeat the vendor's marketing.

How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.