trace-mcp
MCP serverDev toolsYour AI can understand, explain, and answer questions about code across 81 programming languages and 87 frameworks. This app adds framework-aware code intelligence with 177 built-in tools, and it answers code questions using 40–50% fewer tokens.
Unavailable. This server has no hosted endpoint yet, so ahel can't serve it.
After adding it, ask your AI a question about your code, such as how a function works or which framework a project uses.
What your AI can do with it
- Explain how code works with awareness of 87 frameworks
- Read and analyze projects across 81 programming languages
- Recognize which languages and frameworks a project uses
- Answer code questions using 40–50% fewer tokens
- Handle code tasks with 177 built-in tools
From the project's README
As published by nikolai-vysotskyi/trace-mcp in README.md. This repository publishes several servers, so only the opening is shown here.
Shortened here. Read the whole README on GitHub.
Signals
- GitHub stars
- 175
- Forks
- 20
- Last commit
- Sep 2026
- Weekly downloads
- 3k
Advanced
- Delivery
- trace-mcp MCP server → your ahel gateway (mcp.ahel.ai) → every connected AI client.
- Catalog kind
- mcp-server
- Gateway key
io-github-nikolai-vysotskyi-trace-mcp- Source
- github.com/nikolai-vysotskyi/trace-mcp