🦊 MCPBench: A Benchmark for Evaluating MCP Servers
Rank #10,191mcp.so/MCPBench/modelscope
The evaluation benchmark on MCP servers
What you can do with 🦊 MCPBench: A Benchmark for Evaluating MCP Servers
🦊 MCPBench: A Benchmark for Evaluating MCP Servers is a Model Context Protocol (MCP) server published by modelscope. It ranks #10,191 of 144,396 active servers on MCP Toplist, and its repository has 252 GitHub stars. 🦊 MCPBench: A Benchmark for Evaluating MCP Servers is listed on mcp.so; no version information is available from the registries that list it or from its repository. It was first listed on Apr 13, 2025.
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 🦊 MCPBench: A Benchmark for Evaluating MCP Servers 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 🦊 MCPBench: A Benchmark for Evaluating MCP Servers
No registry MCP Toplist tracks declares this server’s credentials or configuration, and it has no public endpoint to probe. Check the repository README before installing.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect 🦊 MCPBench: A Benchmark for Evaluating MCP Servers 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.
When to choose another server
No task-specific alternatives are catalogued for 🦊 MCPBench: A Benchmark for Evaluating MCP Serversyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Apr 13, 2025
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- None — no registry declares requirements and there is no public endpoint to probe
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 16, 2026
- mcp.so ↗listed since May 28, 2026 · still listed
Do you maintain 🦊 MCPBench: A Benchmark for Evaluating MCP Servers? to correct or enrich this profile.
Version information unavailable
The registry that lists this server does not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.
Ranks ahead of 134,205 of 144,396 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/mcp.so%2FMCPBench%2Fmodelscope)<a href="https://mcptoplist.com/server/mcp.so%2FMCPBench%2Fmodelscope"><img src="https://mcptoplist.com/badge/mcp.so%2FMCPBench%2Fmodelscope.svg" alt="MCP Toplist: Top 10% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains 🦊 MCPBench: A Benchmark for Evaluating MCP Servers?
- 🦊 MCPBench: A Benchmark for Evaluating MCP Servers is maintained by modelscope, which publishes 4 MCP servers (7 total versions) tracked on MCP Toplist.
- Is 🦊 MCPBench: A Benchmark for Evaluating MCP Servers listed on the Official MCP Registry?
- 🦊 MCPBench: A Benchmark for Evaluating MCP Servers is not on the Official MCP Registry. It is listed on mcp.so.
- How many versions does 🦊 MCPBench: A Benchmark for Evaluating MCP Servers have?
- Version information is unavailable for 🦊 MCPBench: A Benchmark for Evaluating MCP Servers: no registry that lists it exposes version metadata, and no release tags were found on its repository.
- Where can I find the source code for 🦊 MCPBench: A Benchmark for Evaluating MCP Servers?
- The source code for 🦊 MCPBench: A Benchmark for Evaluating MCP Servers is hosted at github.com/modelscope/MCPBench.
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