Do I need to install anything to use LLM Optimizer?

No. LLM Optimizer is published as a hosted endpoint, so a compatible client connects to it over the network.

How do I install LLM Optimizer?

Point your client at the hosted endpoint https://llmopt.metavert.io/mcp. No local install is needed.

Which transport does LLM Optimizer use?

Streamable http. Your client has to support that transport to connect.

Where is the source code for LLM Optimizer?

The publisher lists https://github.com/jonradoff/llmopt as the source repository.

Is LLM Optimizer an official server?

It is published under the namespace io.metavert, which means the publisher proved control of that domain when registering. That confirms who published it, not that it has been reviewed for quality or security.

Which version of LLM Optimizer is listed here?

Version 1.0.0, taken from the latest registry entry.

LLM Optimizer MCP server

Name: LLM Optimizer
Author: metavert

AI brand visibility analytics: visibility scores, optimizations, video, Reddit, and search rankings.

Install this server View source

67/100?Number 184 of 2,040 in AI and Agents

verified publishersource repositoryhosted endpointactive entryno credentials10 stars

How this score is calculated

Hosted VERIFIED AI and Agents

Details

Registry name: io.metavert/llmopt
Publisher: metavert
Version: 1.0.0
Distribution: Hosted. the publisher runs this server and your client connects to their URL over HTTP. Nothing to install, but your requests go to a third party.
Transports: streamable-http
Source repository: jonradoff/llmopt
Website: -
First published: 2026-03-06
Registry updated: 2026-03-06
Credentials required: -
Schema generation: 2025-12-11

Hosted endpoints

Endpoint 1

URL: https://llmopt.metavert.io/mcp
Transport: streamable-http
Authentication: not declared

Install LLM Optimizer

Pick your client. The configuration below is generated from this server's published package and endpoint data.

Claude Code command line

Configuration file: .mcp.json or ~/.claude.json

Hosted endpoint

claude mcp add llmopt --transport http https://llmopt.metavert.io/mcp

Nothing to install. The client connects to the publisher's URL.

Check it worked: Run claude mcp list and check the server reports connected.

Official Claude Code MCP documentation

Cursor IDE

Configuration file: .cursor/mcp.json or ~/.cursor/mcp.json

Hosted endpoint

{
  "mcpServers": {
    "llmopt": {
      "type": "http",
      "url": "https://llmopt.metavert.io/mcp"
    }
  }
}

Nothing to install. The client connects to the publisher's URL.

Check it worked: The server appears under Settings, then MCP with a green dot.

Official Cursor MCP documentation

Claude Desktop desktop app

Configuration file: ~/Library/Application Support/Claude/claude_desktop_config.json or %APPDATA%\Claude\claude_desktop_config.json

Hosted endpoint

{
  "mcpServers": {
    "llmopt": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://llmopt.metavert.io/mcp"]
    }
  }
}

Nothing to install. The client connects to the publisher's URL.

Quit the app completely and reopen it.

Check it worked: Look for the tools icon in the message composer.

Official Claude Desktop MCP documentation

Visual Studio Code IDE

Configuration file: .vscode/mcp.json or user settings.json under mcp

Hosted endpoint

{
  "servers": {
    "llmopt": {
      "type": "http",
      "url": "https://llmopt.metavert.io/mcp"
    }
  }
}

Nothing to install. The client connects to the publisher's URL.

Check it worked: Open the Copilot chat tools picker and confirm the server is listed.

Official Visual Studio Code MCP documentation

Codex CLI command line

Configuration file: ~/.codex/config.toml

Hosted endpoint

codex mcp add llmopt --transport http https://llmopt.metavert.io/mcp

Nothing to install. The client connects to the publisher's URL.

Check it worked: Run codex mcp list and check the server is present.

Official Codex CLI MCP documentation

More clients (9), including automation platforms

Cline IDE

Configuration file: cline_mcp_settings.json, reachable from the MCP Servers pane

Hosted endpoint

{
  "mcpServers": {
    "llmopt": {
      "type": "streamableHttp",
      "url": "https://llmopt.metavert.io/mcp"
    }
  }
}

Nothing to install. The client connects to the publisher's URL.

Check it worked: The server appears in the MCP Servers pane with its tool count.

Official Cline MCP documentation

Goose desktop app

Configuration file: ~/.config/goose/config.yaml

Hosted endpoint

extensions:
  llmopt:
    type: streamable_http
    uri: https://llmopt.metavert.io/mcp
    enabled: true

Nothing to install. The client connects to the publisher's URL.

Check it worked: Run goose session and confirm the extension loads.

Official Goose MCP documentation

LangChain agent framework

Install the MCP adapter package and construct a client in code

Hosted endpoint

client = MultiServerMCPClient({
    "llmopt": {
        "url": "https://llmopt.metavert.io/mcp",
        "transport": "streamable_http",
    }
})

Nothing to install. The client connects to the publisher's URL.

Check it worked: Print the loaded tool list before running the agent.

Official LangChain MCP documentation

Windsurf IDE

Configuration file: ~/.codeium/windsurf/mcp_config.json

Hosted endpoint

{
  "mcpServers": {
    "llmopt": {
      "serverUrl": "https://llmopt.metavert.io/mcp"
    }
  }
}

Nothing to install. The client connects to the publisher's URL.

Check it worked: The server appears in the Cascade plugin list.

Official Windsurf MCP documentation

Tools

Could not determine.

Command line alternative

Could not determine. The available signals were not conclusive enough to say either way, so this is left open rather than guessed.

Repository

Read from github on 2026-08-06.

Stars: 10
Forks: 5
Open issues: 1
Primary language: Go
Licence: MIT
Last commit: 2026-06-18
Latest release: v1.0.0
Created: 2026-02-26
Repository files: readme, license, serverJson, dockerfile, changelog

Security, privacy and enterprise use

The publisher has not published a website, so there is no site to read policies from. For a server distributed only as source, the repository is the place to look.

Publisher

The publisher has not disclosed a website in their registry entry, so there is nothing to read a profile from.

Frequently asked questions

What does the LLM Optimizer MCP server do?: AI brand visibility analytics: visibility scores, optimizations, video, Reddit, and search rankings.
Do I need to install anything to use LLM Optimizer?: No. LLM Optimizer is published as a hosted endpoint, so a compatible client connects to it over the network.
How do I install LLM Optimizer?: Point your client at the hosted endpoint https://llmopt.metavert.io/mcp. No local install is needed.
Which transport does LLM Optimizer use?: Streamable http. Your client has to support that transport to connect.
Where is the source code for LLM Optimizer?: The publisher lists https://github.com/jonradoff/llmopt as the source repository.
Is LLM Optimizer an official server?: It is published under the namespace io.metavert, which means the publisher proved control of that domain when registering. That confirms who published it, not that it has been reviewed for quality or security.
Which version of LLM Optimizer is listed here?: Version 1.0.0, taken from the latest registry entry.

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LLM Optimizer MCP server

Details

Hosted endpoints

Endpoint 1

Install LLM Optimizer

Claude Code command line

Cursor IDE

Claude Desktop desktop app

Visual Studio Code IDE

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Cortex

Pay

Solana Sniper Bot MCP

PRIMAMCP

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Resy

dVeracity Semantic API

Agent Revenue Auditor

Details

Hosted endpoints

Endpoint 1

Install LLM Optimizer

Claude Code command line

Cursor IDE

Claude Desktop desktop app

Visual Studio Code IDE

Codex CLI command line

ChatGPT web app

Cline IDE

Goose desktop app

LangChain agent framework

Make automation platform

n8n automation platform

Windsurf IDE

Zapier automation platform

Zed IDE

Tools

Command line alternative

Repository

Security, privacy and enterprise use

Publisher

Frequently asked questions

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