UniversalBench
Rank #68,887io.github.nikhilgogulwar/universalbench
Run code, query databases, call any LLM, and commit to GitHub from your AI, safely. Free tier.
What you can do with UniversalBench
UniversalBench is a Model Context Protocol (MCP) server published by nikhilgogulwar. It ranks #68,887 of 144,396 active servers on MCP Toplist. UniversalBench is listed across 2 registries — Official MCP and PulseMCP, with 1 tracked version. It was first listed on May 13, 2026 and most recently updated 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 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
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
MCP Toplist probed the public endpoint on Oct 13, 2026 and could not complete the MCP handshake (jsonrpc error). Requirements remain unverified.
Declared by the Official MCP Registry, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
Hosted endpoint declared as public.
Connect UniversalBench and confirm it works
claude mcp add --transport http universalbench https://universalbench-mcp.penantiaglobal.workers.dev/u/%7Bapi_key%7D[mcp_servers.universalbench]
url = "https://universalbench-mcp.penantiaglobal.workers.dev/u/%7Bapi_key%7D"Add to ~/.codex/config.toml.
https://universalbench-mcp.penantiaglobal.workers.dev/u/%7Bapi_key%7DSettings → Connectors → “Add custom connector”, then paste this URL.
{
"mcpServers": {
"universalbench": {
"url": "https://universalbench-mcp.penantiaglobal.workers.dev/u/%7Bapi_key%7D"
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).
{
"servers": {
"universalbench": {
"type": "http",
"url": "https://universalbench-mcp.penantiaglobal.workers.dev/u/%7Bapi_key%7D"
}
}
}Save as .vscode/mcp.json in your workspace.
{
"mcpServers": {
"universalbench": {
"serverUrl": "https://universalbench-mcp.penantiaglobal.workers.dev/u/%7Bapi_key%7D"
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": {
"universalbench": {
"url": "https://universalbench-mcp.penantiaglobal.workers.dev/u/%7Bapi_key%7D"
}
}
}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
- universalbench-mcp#22,804
- UniversalBench: run code, web, databases, and any LLM from your AI, safely#122,968
No task-specific alternatives are catalogued for UniversalBenchyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- May 13, 2026
- Latest version published
- Jun 13, 2026
- Version history
- 1 version tracked (below)
- Requirements evidence
- MCP Toplist probed the public endpoint on Oct 13, 2026 and could not complete the MCP handshake (jsonrpc error). Requirements remain unverified.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Aug 31, 2026
- Official MCP ↗listed since May 13, 2026 · still listed
- PulseMCP ↗listed since Jun 4, 2026 · still listed
Do you maintain UniversalBench? to correct or enrich this profile.
Available versions (1)
| Version | Published |
|---|---|
| 2.2.0 | Jun 13, 2026 |
Ranks ahead of 75,509 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/io.github.nikhilgogulwar%2Funiversalbench)<a href="https://mcptoplist.com/server/io.github.nikhilgogulwar%2Funiversalbench"><img src="https://mcptoplist.com/badge/io.github.nikhilgogulwar%2Funiversalbench.svg" alt="MCP Toplist: Top 50% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains UniversalBench?
- UniversalBench is maintained by nikhilgogulwar, which publishes 3 MCP servers (1 total version) tracked on MCP Toplist.
- Is UniversalBench listed on the Official MCP Registry?
- Yes — UniversalBench is listed on the Official MCP Registry, alongside PulseMCP.
- How many versions does UniversalBench have?
- MCP Toplist tracks 1 version of UniversalBench, most recently published on Jun 13, 2026.
- Where can I find the source code for UniversalBench?
- The source code for UniversalBench is hosted at github.com/nikhilgogulwar/universalbench-worker.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.