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Home/Servers/Perspectives

Perspectives

I
by io.github.backspacevenkat

Query GPT 5.2, Claude Opus 4.5, Gemini 3, Grok 4.1 simultaneously for AI perspectives

Power your agent

Add this server

The publisher's own command. Not a PlugMCP endpoint.

Local command
npx -y [email protected]
Credentials from the publisher
  • POLYDEV_USER_TOKEN β€” Your Polydev API token from polydev.ai/dashboard/mcp-tokens
Provider
Claude Code
POLYDEV_USER_TOKEN=<secret> claude mcp add io.github.backspacevenkat-perspectives -- npx -y [email protected]

Run in a terminal.

Claude Desktop
{
  "mcpServers": {
    "io.github.backspacevenkat-perspectives": {
      "command": "npx",
      "args": [
        "-y",
        "[email protected]"
      ],
      "env": {
        "POLYDEV_USER_TOKEN": "<secret>"
      }
    }
  }
}

claude_desktop_config.json

Step-by-step: add this in Claude

Remote URL or a command on your machine? How the two installs differ

Run on PlugMCP

Host a copy with our keys and logs.

A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.

Launch

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Related skills

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  • marketing-councilWhen the user wants multiple expert perspectives on a marketing question β€” a simulated board of advisors staffed by legendary marketers (Seth Godin, David Ogilvy, Eugene Schwartz, April Dunford, Rory
  • board-deck-builderAssembles comprehensive board and investor update decks by pulling perspectives from all C-suite roles. Use when preparing board meetings, investor updates, quarterly business reviews, or fundraising
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Query GPT 5.2, Claude Opus 4.5, Gemini 3, Grok 4.1 simultaneously for AI perspectives

Polydev - Multi-Model AI Perspectives

Get unstuck faster. Query GPT 5.2, Claude Opus 4.5, Gemini 3, and Grok 4.1 simultaneously β€” one API call, four expert opinions.


Why Polydev?

Stop copy-pasting between ChatGPT, Claude, and Gemini. Get all their perspectives in your IDE with one request.

MetricResult
SWE-bench Verified74.6% Resolve@2
Cost vs Claude Opus62% lower
Response time10-40 seconds

"Different models have different blind spots. Combining their perspectives eliminates yours."


Supported Models

ModelProviderStrengths
GPT 5.2OpenAIReasoning, code generation
Claude Opus 4.5AnthropicAnalysis, nuanced thinking
Gemini 3 ProGoogleMultimodal, large context
Grok 4.1xAIReal-time knowledge, directness

Quick Start

1. Get your free API token

polydev.ai/dashboard/mcp-tokens

TierMessages/MonthPrice
Free1,000$0
Pro10,000$19/mo

2. Install in your IDE

Claude Code
claude mcp add polydev -- npx -y polydev-ai@latest

Then set your token:

export POLYDEV_USER_TOKEN="pd_your_token_here"

Or add to ~/.claude.json:

{
  "mcpServers": {
    "polydev": {
      "command": "npx",
      "args": ["-y", "polydev-ai@latest"],
      "env": {
        "POLYDEV_USER_TOKEN": "pd_your_token_here"
      }
    }
  }
}
Cursor

Add to ~/.cursor/mcp.json:

{
  "mcpServers": {
    "polydev": {
      "command": "npx",
      "args": ["-y", "polydev-ai@latest"],
      "env": {
        "POLYDEV_USER_TOKEN": "pd_your_token_here"
      }
    }
  }
}
Windsurf

Add to your MCP configuration:

{
  "mcpServers": {
    "polydev": {
      "command": "npx",
      "args": ["-y", "polydev-ai@latest"],
      "env": {
        "POLYDEV_USER_TOKEN": "pd_your_token_here"
      }
    }
  }
}
Cline (VS Code)
  1. Open Cline settings (gear icon)
  2. Go to "MCP Servers" β†’ "Configure"
  3. Add the same JSON config as above
OpenAI Codex CLI

Add to ~/.codex/config.toml:

[mcp_servers.polydev]
command = "npx"
args = ["-y", "polydev-ai@latest"]

[mcp_servers.polydev.env]
POLYDEV_USER_TOKEN = "pd_your_token_here"

[mcp_servers.polydev.timeouts]
tool_timeout = 180
session_timeout = 600

Usage

Natural Language

Just mention "polydev" or "perspectives" in your prompt:

"Use polydev to debug this infinite loop"

"Get perspectives on: Should I use Redis or PostgreSQL for caching?"

"Use polydev to review this API for security issues"

MCP Tool

Call the get_perspectives tool directly:

{
  "tool": "get_perspectives",
  "arguments": {
    "prompt": "How should I optimize this database query?",
    "user_token": "pd_your_token_here"
  }
}

Example Response

πŸ€– Multi-Model Analysis

β”Œβ”€ GPT 5.2 ────────────────────────────────────────
β”‚ The N+1 query pattern is causing performance issues.
β”‚ Consider using eager loading or batch queries...
└──────────────────────────────────────────────────

β”Œβ”€ Claude Opus 4.5 ────────────────────────────────
β”‚ Looking at the execution plan, the table scan on
β”‚ `users` suggests a missing index on `email`...
└──────────────────────────────────────────────────

β”Œβ”€ Gemini 3 ───────────────────────────────────────
β”‚ The query could benefit from denormalization for
β”‚ this read-heavy access pattern...
└──────────────────────────────────────────────────

β”Œβ”€ Grok 4.1 ───────────────────────────────────────
β”‚ Just add an index. The real problem is you're
β”‚ querying in a loop - fix that first.
└──────────────────────────────────────────────────

βœ… Consensus: Add index on users.email, fix N+1 query
πŸ’‘ Recommendation: Use eager loading with proper indexing

Research

Our approach achieves 74.6% on SWE-bench Verified (Resolve@2), matching Claude Opus at 62% lower cost.

ApproachResolution RateCost/Instance
Claude Haiku (baseline)64.6%$0.18
+ Polydev consultation66.6%$0.24
Resolve@2 (best of both)74.6%$0.37
Claude Opus (reference)74.4%$0.97

Read the full paper β†’


Available Tools

ToolDescription
get_perspectivesQuery multiple AI models simultaneously
get_cli_statusCheck status of local CLI tools
force_cli_detectionRe-detect installed CLI tools
send_cli_promptSend prompts to local CLIs with fallback

Links

  • Website: polydev.ai
  • Dashboard: polydev.ai/dashboard
  • npm: npmjs.com/package/polydev-ai
  • Research: SWE-bench Paper

IDE Guides

  • Claude Code Guide
  • Cursor Guide
  • Cline Guide
  • Codex Guide

License

MIT License - see LICENSE for details.


How do I install Perspectives?
Copy the stdio config for Cursor, Claude Desktop, Claude Code, or VS Code on this page. It uses the publisher's install, not a PlugMCP proxy.
Does Perspectives need an API key?
The publisher lists these environment variables: POLYDEV_USER_TOKEN.
What transport does Perspectives use?
Perspectives runs locally over stdio.
When was Perspectives last checked?
Last checked 2026-10-16. Query GPT 5.2, Claude Opus 4.5, Gemini 3, Grok 4.1 simultaneously for AI perspectives

No tool list yet. Remote servers get one after the first health check.

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