Perf

v0.1.1Developer Toolsstable

Fact-check and fix AI outputs. Hallucination detection, schema validation, auto-repair.

io-github-perf-ai-perfmcpai-integration
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What is Perf?

Perf is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to fact-check and fix ai outputs. hallucination detection, schema validation, auto-repair.

Fact-check and fix AI outputs. Hallucination detection, schema validation, auto-repair.

This server falls under the Developer Tools category on MCPgee, the world's largest MCP server directory with 33,000+ servers.

Features

  • Fact-check and fix AI outputs. Hallucination detection, sche

Use Cases

Detect hallucinations in AI-generated outputs.
Validate schema compliance and auto-repair invalid responses.
Community

Maintainer

LicenseMIT
Languagetypescript
Versionv0.1.1
UpdatedFeb 19, 2026
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

NPM

npx -y perf-mcp

Manual Installation

npx -y perf-mcp

Configuration

Configuration Details

Config File

claude_desktop_config.json

Performance

Response Metrics

Response Time< 200ms
ThroughputMedium

Resource Usage

Memory UsageLow
CPU UsageLow

Frequently Asked Questions about Perf

What is Perf?

Perf is a Model Context Protocol (MCP) server that fact-check and fix ai outputs. hallucination detection, schema validation, auto-repair. It connects AI assistants to external tools and data sources through a standardized interface.

How do I install Perf?

Install via npm with the command: npx -y perf-mcp. Then add the server configuration to your AI client's JSON config file (e.g., claude_desktop_config.json or .cursor/mcp.json).

Which AI clients work with Perf?

Perf works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.

Is Perf free to use?

Yes, Perf is open source and available under the MIT license. You can use it freely in both personal and commercial projects.

Browse More Developer Tools MCP Servers

Explore all developer tools servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.

Quick Config Preview

{ "mcpServers": { "io-github-perf-ai-perf": { "command": "npx", "args": ["-y", "perf-mcp"] } } }

Add this to your claude_desktop_config.json or .cursor/mcp.json

Read the full setup guide →

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