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MCP Replay app analytics for September 16
MCP Replay
- craig merry
- Apple App Store
- Free
- Developer Tools
MCP Replay is a trace viewer for the Model Context Protocol, the open standard AI agents use to call tools. Record a session with the free mcp-tape command line tool, then open it on your phone: every request, response, error, and latency, organized and searchable.
WHAT YOU CAN DO
- Open .jsonl traces from Files, AirDrop, or any share sheet
- Follow a replay link someone sent you, or paste a bare share ID
- Watch a live session streaming from mcp-tape on your own network
- See paired tool calls with latencies, and per-tool stats (count, errors, avg, p95)
- Filter the timeline by tool or method
- Share a trace as a link that expires after 30 days, with a delete token so you stay in control
BUILT FOR PRIVACY
Traces stay on your phone. Nothing is uploaded unless you explicitly share a trace, and there are no accounts, no analytics, and no tracking. Live mode connects directly to your own computer; the stream never touches a server.
FOR ANYONE BUILDING WITH AGENTS
If you use Claude, ChatGPT, or any MCP-compatible agent framework and have ever asked "what did it actually do?", this is the answer. Record with one command:
npx mcp-tape -- your-mcp-server-command
Then open the trace here or at mcpreplay.dev.
MCP Replay is open source and independent. It works with any tool that emits the open mcp-tape trace format.
Store Rank
The Store Rank is based on multiple parameters set by Google and Apple.
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MCP Replay Ranking Stats Over Time
Similarweb's Usage Rank & Apple App Store Rank for MCP Replay
Rank
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MCP Replay Ranking by Country
Counties in which MCP Replay has the highest ranking in its main categories
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Top Competitors & Alternative Apps
Apps with a high probability of being used by the same users, from the same store.
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September 16, 2026