Universalbench

io.github.nikhilgogulwarPublished by GitHub account nikhilgogulwarv2.2.0Updated Oct 25, 2026

Run code, query databases, call any LLM, and commit to GitHub from your AI, safely. Free tier.

VerifiedStreamable HTTPWeb executableDatabasesDeveloper ToolsAI & ML

Overview

AI-generated overview

A remote MCP server that lets an assistant run code, query databases, call LLMs and commit to GitHub, with a free tier.

What you can do
Run code in the server's execution environment through the assistant's requests, as described in the registry listing, which does not name the languages or tools involved. Query databases from the assistant, again without any listed tool names or supported engines. Call any LLM through the assistant. Commit to GitHub from the assistant. The listing presents these as safe operations and mentions a free tier, but no tool list, instructions or README is supplied, so the exact capabilities and limits are unconfirmed.
When to use it
When you want one remote connection that lets an assistant execute code, run database queries, reach several LLM providers and push commits to GitHub, rather than wiring up separate servers for each. Suitable for trying these workflows on the advertised free tier before committing further.
Requirements
A remote MCP endpoint reached over streamable HTTP; no local package or runtime is needed. OAuth authentication is required, so you need an account with the provider and must complete its sign-in flow. No environment variables or headers are declared.
Before you install
The server asks for OAuth access, and the listing says it can commit to GitHub, so review which repositories and scopes the authorization grants. Code execution and database queries run on a third-party service, so avoid sending secrets or sensitive data. LLM calls may incur costs depending on the provider and plan. The free tier's limits and the full tool set are not documented here.

Installation

In SourceWeft

  1. Open Universalbench in the dashboard and add it to a workspace.
  2. Connect the required credentials. They are stored privately and never shown on public pages.
  3. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Tools

0
This server asks you to sign in, so SourceWeft could not read its tools without an account and has not indexed them. What a connected account sees can depend on that account and its permissions.

Version history

1
  1. v2.2.0LatestSep 16, 2026

Score

67% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.