Bench
Rank #18,718io.github.seayniclabs/bench
USB hardware discovery for AI tools: find maker boards, serial ports and chips.
What you can do with Bench
Bench is a Model Context Protocol (MCP) server published by seayniclabs. It ranks #18,718 of 167,945 active servers on MCP Toplist. Bench is listed across 2 registries — Official MCP and Glama, with 1 tracked version. It was first listed on Mar 25, 2026 and most recently updated on Oct 29, 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 Bench 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 Bench
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 Nov 3, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect Bench and confirm it works
Published as mcp bundle `https://github.com/seayniclabs/bench/releases/download/v0.4.3/bench-0.4.3-darwin-universal.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/seayniclabs/bench/releases/download/v0.4.3/bench-0.4.3-darwin-universal.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/seayniclabs/bench/releases/download/v0.4.3/bench-0.4.3-darwin-universal.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/seayniclabs/bench/releases/download/v0.4.3/bench-0.4.3-darwin-universal.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/seayniclabs/bench/releases/download/v0.4.3/bench-0.4.3-darwin-universal.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/seayniclabs/bench/releases/download/v0.4.3/bench-0.4.3-darwin-universal.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/seayniclabs/bench/releases/download/v0.4.3/bench-0.4.3-darwin-universal.mcpb` — install it through your client’s extension manager.
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.
When to choose another server
- Homelab#14,835
- PrivacyOps#16,846
- Lathe#16,900
- Gauge#18,480
- Knowledge#18,771
- Sound#49,791
- Berth#73,829
- Keel#73,830
- Mooring#73,831
No task-specific alternatives are catalogued for Benchyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Mar 25, 2026
- Latest version published
- Oct 29, 2026
- Version history
- 1 version tracked (below)
- Requirements evidence
- Declared by Glama, last synced Nov 3, 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
- Nov 3, 2026
- Glama ↗listed since Apr 26, 2026 · still listed
- Official MCP ↗listed since Oct 29, 2026 · still listed
Do you maintain Bench? to correct or enrich this profile.
Available versions (1)
| Version | Published |
|---|---|
| 0.4.3 | Oct 29, 2026 |
Ranks ahead of 149,227 of 167,945 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/io.github.seayniclabs%2Fbench)<a href="https://mcptoplist.com/server/io.github.seayniclabs%2Fbench"><img src="https://mcptoplist.com/badge/io.github.seayniclabs%2Fbench.svg" alt="MCP Toplist: Top 25% of 167,945" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Bench?
- Bench is maintained by seayniclabs, which publishes 11 MCP servers (22 total versions) tracked on MCP Toplist.
- Is Bench listed on the Official MCP Registry?
- Yes — Bench is listed on the Official MCP Registry, alongside Glama.
- How many versions does Bench have?
- MCP Toplist tracks 1 version of Bench, most recently published on Oct 29, 2026.
- Where can I find the source code for Bench?
- The source code for Bench is hosted at github.com/seayniclabs/bench.
Do you run this server?
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