SSyncDev

MCP Server — incultnitollc/mcp-probe

Inspect and score any MCP server 0-100 on publishability, schema and protocol before publish.

Local serverstdio

What is the MCP Server?

Inspect and score any MCP server 0-100 on publishability, schema and protocol before publish.

The short version

Tests every tool, resource, and prompt your server exposes — then gives you a health report with a pass/fail scorecard.

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

How to install the MCP Server

{
  "mcpServers": {
    "probe": {
      "command": "npx",
      "args": ["-y", "@incultnitollc/mcp-probe"]
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Example prompts to try

  • “Use MCP to Options.”
  • “Use MCP to Inputs.”
  • “Use MCP to Outputs.”

Frequently asked questions

Inspect and score any MCP server 0-100 on publishability, schema and protocol before publish. Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.

Alternatives to the MCP Server

Filesystem

Official

Read, search and edit files inside allowed directories with the Model Context Protocol reference Filesystem server.

File Systems & StorageTypeScript★ 63.0k

Context7

Official

Retrieve version-aware library documentation and code examples with Context7 MCP, using resolve-library-id and query-docs.

Documentation & API ReferencesRemoteTypeScript★ 32.0k

Omniparser Autogui MCP

This is an [MCP server](https://modelcontextprotocol.io/introduction) that analyzes the screen with

Developer Tools

AiryLark MCP 专业翻译服务器

强大的MCP翻译服务器！#AiryLarkMCP 🌐 专为专业翻译人员设计： • 三阶段翻译流程：分析规划、精准翻译、全文审校 • 自动识别专业领域术语 • 提供全面翻译质量评估 • 支持多语种互译 • 保持原文风格与专业性 💯

Developer ToolsTypeScript

Gigapipe Logs MCP

A Go-based server implementation for the Model Context Protocol (MCP) with Grafana Loki integration.

Monitoring & ObservabilityGo

Hayhooks

Create a minimal agent wrapper with streaming chat support and a simple HTTP POST API:

Developer ToolsPython