Google PageRank for AI agents. 25,000+ tools indexed.

SyMind/mcp-samply

Score: 50.8 Rank #69

MCP server for samply

Overview

SyMind/mcp-samply is a TypeScript MCP server licensed under MIT. MCP server for samply

Ranked #69 out of 104 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

TypeScript MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 1d ago

Last commit 1d ago → actively maintained

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 1

1 contributor → solo project

Dependents 25% 0

No dependents → no downstream usage

Forks 0
Description Brief
License MIT

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Badge

AgentRank score for SyMind/mcp-samply
[![AgentRank](https://agentrank-ai.com/api/badge/tool/SyMind--mcp-samply)](https://agentrank-ai.com/tool/SyMind--mcp-samply/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
<a href="https://agentrank-ai.com/tool/SyMind--mcp-samply/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/tool/SyMind--mcp-samply" alt="AgentRank"></a>

Embed Widget docs →

Embed a rich score widget on your site or blog.

<script src="https://agentrank-ai.com/embed.js" data-tool="SyMind/mcp-samply"></script>

Matched Queries

"mcp server""mcp-server"

From the README

# mcp-samply

`mcp-samply` is a MCP server for [`samply`](https://github.com/mstange/samply).

It is designed for AI agents that need to:

- record CPU profiles with `samply`
- load existing `profile.json` / `profile.json.gz` files
- turn Firefox Profiler data into compact, agent-friendly hotspot summaries
- drill down into specific threads and functions

The intended runtime is:

```sh
npx mcp-samply
```

## Why this exists

`samply` is excellent at recording profiles and opening them in Firefox Profiler, but AI agents need a second layer:

- a stable MCP interface
- structured summaries instead of raw table-heavy profile JSON
- a way to work offline from saved profiles

`mcp-samply` provides that layer.

## Tools

The server exposes eight MCP tools:

- `samply_doctor`: verify whether the `samply` binary is available and report version / environment details
- `samply_record`: run `samply record --save-only` and save a profile to disk
- `samply_summarize_profile`: generate a compact su
Read full README on GitHub →
Are you the maintainer of SyMind/mcp-samply?

Claim this listing to add a tagline, mark deprecation status, and get a verified maintainer badge.

Claim this tool →

Get the weekly AgentRank digest

Top movers, new tools, ecosystem insights — straight to your inbox.