mcp-server-wtf
Rank #12,975glama/Wave-Engineering/mcp-server-wtf
A flight recorder for Claude Code that captures tool calls and observations into a SQLite database, then classifies them into a distilled timeline for incident troubleshooting.
What you can do with mcp-server-wtf
mcp-server-wtf is a Model Context Protocol (MCP) server published by Wave-Engineering. It ranks #12,975 of 152,040 active servers on MCP Toplist. mcp-server-wtf is listed on Glama, with 9 release tags tracked from its GitHub repository. It was first listed on Apr 2, 2026 and most recently updated on Oct 18, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What mcp-server-wtf can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using mcp-server-wtf
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Oct 25, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect mcp-server-wtf and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
What changed, and when this was checked
- First listed
- Apr 2, 2026
- Latest release tag
- Oct 18, 2026
- Version history
- 9 release tags tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 25, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 25, 2026
- Glama ↗listed since Jun 1, 2026 · still listed
Do you maintain mcp-server-wtf? to correct or enrich this profile.
GitHub releases (9)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v1.5.2 | Oct 18, 2026 |
| v1.5.1 | Oct 15, 2026 |
| v1.5.0 | Aug 3, 2026 |
| v1.4.2 | Jul 20, 2026 |
| v1.4.1 | Apr 26, 2026 |
| v1.4.0 | Apr 13, 2026 |
| v1.3.1 | Apr 12, 2026 |
| v1.3.0 | Apr 2, 2026 |
| v1.2.0 | Apr 2, 2026 |
Ranks ahead of 139,065 of 152,040 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2FWave-Engineering%2Fmcp-server-wtf)<a href="https://mcptoplist.com/server/glama%2FWave-Engineering%2Fmcp-server-wtf"><img src="https://mcptoplist.com/badge/glama%2FWave-Engineering%2Fmcp-server-wtf.svg" alt="MCP Toplist: Top 10% of 152,040" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains mcp-server-wtf?
- mcp-server-wtf is maintained by Wave-Engineering, which publishes 1 MCP server (9 total versions) tracked on MCP Toplist.
- Is mcp-server-wtf listed on the Official MCP Registry?
- mcp-server-wtf is not on the Official MCP Registry. It is listed on Glama.
- How many versions does mcp-server-wtf have?
- No registry surfaces explicit version metadata for mcp-server-wtf; MCP Toplist tracks 9 release tags from its GitHub repository, most recently published on Oct 18, 2026.
- Where can I find the source code for mcp-server-wtf?
- The source code for mcp-server-wtf is hosted at github.com/Wave-Engineering/mcp-server-wtf.
Do you run this server?
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