Practical overview
When it fits
Use Trace MCP when an MCP-compatible coding agent needs structured context from a repository, particularly for code navigation or tracing the possible effects of a change.
Who it is for
- Developers who use MCP-compatible coding agents on software repositories.
- Teams seeking indexed code context for repository questions and pull-request review.
Documented uses
- Register a repository for indexing and connect the index to an MCP client.
- Retrieve framework-aware context for code exploration instead of repeatedly rereading files.
- Use symbol, call-graph, or change-impact tools to investigate code relationships.
Requirements & limits
The project is an MIT-licensed public GitHub repository. The README documents npm installation and downloadable macOS and Windows releases.
- It is an MCP server and developer CLI, not a standalone coding agent.
- Project indexing is registered per repository with
trace add. - The README states 88 framework integrations and 81 languages; actual usefulness depends on the codebase and agent workflow.
- Usage telemetry is documented with environment-variable and configuration opt-outs.
Check current requirements in the official documentation. Source-based guidance does not mean OpenViST has run or independently tested this project.
Benchmark a repository before client setup
Run the documented structured benchmark on the current project and view its estimated token costs.
Before you start
- A terminal in the repository to assess
- npx
Steps
From the project directory, run the command below.
npx trace-mcp benchmark .Review the output for the 11 structured task benchmarks and estimated token costs with and without Trace MCP.
Expected outcome
A synthetic estimate based on the project index, showing task-level token costs.
Guide limitations
- The estimate is not a record of real agent tool calls.
- The README recommends
trace-mcp analytics savingsfor measured savings from your own sessions.
Install the CLI and register a project
Install Trace MCP, configure a supported MCP client, and register the current repository for indexing.
Before you start
- npm
- A terminal
- An MCP client supported by Trace MCP
Steps
Install the CLI with the command below.
npm install -g trace-mcpRun
trace initfor the documented one-time client setup.In each repository to index, run
trace add.
Expected outcome
The client is configured and the current project is registered for indexing.
Guide limitations
- Run
trace addseparately for each project you want Trace MCP to understand. - Claude Code and Codex CLI have separate documented plugin installation paths.
Sources & review
Source record details
- Source availability
- Active
- Sources checked
- 13 October 2026
- Original website title
- nikolai-vysotskyi/trace-mcp · Official homepage title · retained in its source language

