UniversalBench: run code, web, databases, and any LLM from your AI, safely
Rank #122,968mcp.so/universalbench/nikhilgogulwar
An MCP execution platform that gives any AI real infrastructure to act. Through three tools it can run code and shell commands, install packages, run tasks in parallel, search the web, make HTTP calls, read write and query databases, call any LLM, commit to GitHub, take screensho
What you can do with UniversalBench: run code, web, databases, and any LLM from your AI, safely
UniversalBench: run code, web, databases, and any LLM from your AI, safely is a Model Context Protocol (MCP) server published by nikhilgogulwar. It ranks #122,968 of 144,396 active servers on MCP Toplist. UniversalBench: run code, web, databases, and any LLM from your AI, safely 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 Jun 13, 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 UniversalBench: run code, web, databases, and any LLM from your AI, safely 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 UniversalBench: run code, web, databases, and any LLM from your AI, safely
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 UniversalBench: run code, web, databases, and any LLM from your AI, safely 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 UniversalBench: run code, web, databases, and any LLM from your AI, safelyyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Jun 13, 2026
- 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 Aug 26, 2026 · still listed
Do you maintain UniversalBench: run code, web, databases, and any LLM from your AI, safely? 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 21,428 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%2Funiversalbench%2Fnikhilgogulwar)<a href="https://mcptoplist.com/server/mcp.so%2Funiversalbench%2Fnikhilgogulwar"><img src="https://mcptoplist.com/badge/mcp.so%2Funiversalbench%2Fnikhilgogulwar.svg" alt="MCP Toplist: #122,968 of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains UniversalBench: run code, web, databases, and any LLM from your AI, safely?
- UniversalBench: run code, web, databases, and any LLM from your AI, safely is maintained by nikhilgogulwar, which publishes 3 MCP servers (1 total version) tracked on MCP Toplist.
- Is UniversalBench: run code, web, databases, and any LLM from your AI, safely listed on the Official MCP Registry?
- UniversalBench: run code, web, databases, and any LLM from your AI, safely is not on the Official MCP Registry. It is listed on mcp.so.
- How many versions does UniversalBench: run code, web, databases, and any LLM from your AI, safely have?
- Version information is unavailable for UniversalBench: run code, web, databases, and any LLM from your AI, safely: 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 UniversalBench: run code, web, databases, and any LLM from your AI, safely?
- The source code for UniversalBench: run code, web, databases, and any LLM from your AI, safely is hosted at github.com/nikhilgogulwar/universalbench.
Do you run this server?
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