What is the key difference between Mcp Simple Pubmed and Openai Websearch Mcp?

Mcp Simple Pubmed belongs to the Search & Data Extraction category with local stdio execution, while Openai Websearch Mcp belongs to the Search & Data Extraction category with local stdio execution.

How do I install Mcp Simple Pubmed or Openai Websearch Mcp in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Mcp Simple Pubmed and Openai Websearch Mcp free or paid?

Mcp Simple Pubmed operates under a Free / Open Source model (API Key required). Openai Websearch Mcp operates under a BYOK (Pay Provider Direct) model (API Key required).

Which MCP server has more tools and community activity?

Mcp Simple Pubmed lists 5 tools with 1 views and 170 GitHub stars. Openai Websearch Mcp lists 6 tools with 3 views and 93 GitHub stars.

Can I use both Mcp Simple Pubmed and Openai Websearch Mcp together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

How do I install Mcp Simple Pubmed or Openai Websearch Mcp in Claude Desktop, Cursor, or Windsurf?

Both servers follow the standard Model Context Protocol configuration format. Simply copy the JSON block from the configuration section above and paste it into your AI client's mcpServers configuration object (for instance in claude_desktop_config.json or ~/.cursor/mcp.json ), then completely restart or refresh the application.

Are Mcp Simple Pubmed and Openai Websearch Mcp free to use, or do they require API keys?

Mcp Simple Pubmed is listed under a Free / Open Source model with API Key required . Openai Websearch Mcp operates under a BYOK (Pay Provider Direct) model with API Key required . If environment variables are required (such as API keys), be sure to define them under the env key in your MCP client's configuration file.

Can I run both Mcp Simple Pubmed and Openai Websearch Mcp at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both andybrandt-mcp-simple-pubmed and conechoai-openai-websearch-mcp as distinct keys inside the single mcpServers object in your configuration file. Your AI assistant will automatically select and call the appropriate tool from either server during chat sessions.

Which MCP server has higher directory engagement and quality ratings?

On AllMCPs, Mcp Simple Pubmed has a Quality Score of 48 /100 ( Fair ) with 1 views, 0 installs, and 170 GitHub stars. Openai Websearch Mcp holds a Quality Score of 37 /100 ( Fair ) with 3 views, 0 installs, and 93 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Mcp Simple Pubmed vs Openai Websearch Mcp

In-depth architectural comparison of the Mcp Simple Pubmed and Openai Websearch Mcp MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

At a Glance & Executive Verdict

Mcp Simple Pubmed

Search & Data Extraction · Local stdio

Quality: 48/100 (Fair) | Auth: API Key required

Openai Websearch Mcp

Search & Data Extraction · Local stdio

Quality: 37/100 (Fair) | Auth: API Key required

Verdict Summary: Choose Mcp Simple Pubmed if you need specialized Search & Data Extraction tools running via a local process. Choose Openai Websearch Mcp if your workspace requires Search & Data Extraction integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Mcp Simple Pubmed when:

You need dedicated capabilities in the Search & Data Extraction domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (Free / Open Source).
You have access to required keys: PUBMED_EMAIL, PUBMED_API_KEY.
Primary tools included: Search PubMed with advanced filters and Boolean logic, Access article abstracts and metadata via resource URIs, Download XML-structured full text for open access articles.

Explore Mcp Simple Pubmed Details

Choose Openai Websearch Mcp when:

You need dedicated capabilities in the Search & Data Extraction domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (BYOK (Pay Provider Direct)).
You have access to required keys: .

Feature & Specification Comparison

Specification	Mcp Simple Pubmed andybrandt Search & Data Extraction	Openai Websearch Mcp ConechoAI Search & Data Extraction
Summary	MCP to search and read medical / life sciences papers from PubMed.	This is a Python-based MCP server that provides OpenAI websearch built-in tool.
Category & Scope	Search & Data Extraction

Tools & Capabilities Breakdown

Mcp Simple Pubmed Tools (5)

Search PubMed with advanced filters and Boolean logic

Access article abstracts and metadata via resource URIs

Download XML-structured full text for open access articles

Prompts for systematic review, PICO, and author searches

Supports Entrez API with optional API key for higher rate limits

Openai Websearch Mcp Tools (6)

Supports OpenAI reasoning models including gpt-5, gpt-5-mini, gpt-5-nano, o3, o4-mini

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

Mcp Simple Pubmed Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "andybrandt-mcp-simple-pubmed": {
      "command": "npx",
      "args": [
        "-y",
        "@smithery/cli"
      ],
      "env": {
        "PUBMED_EMAIL": "YOUR_PUBMED_EMAIL_HERE",
        "PUBMED_API_KEY": "YOUR_PUBMED_API_KEY_HERE"
      }
    }
  }
}

Openai Websearch Mcp Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "conechoai-openai-websearch-mcp": {
      "command": "uvx",
      "args": [
        "conechoai-openai-websearch-mcp"
      ],
      "env": {
        "OPENAI_API_KEY": "YOUR_OPENAI_API_KEY_HERE",
        "OPENAI_DEFAULT_MODEL": "YOUR_OPENAI_DEFAULT_MODEL_HERE",
        "PYTHONPATH": "YOUR_PYTHONPATH_HERE"
      }
    }
  }
}

Frequently Asked Questions

Mcp Simple Pubmed is categorized under Search & Data Extraction and uses a local stdio subprocess. In contrast, Openai Websearch Mcp belongs to Search & Data Extraction using local stdio subprocess. Select Mcp Simple Pubmed when you need capabilities focused on search & data extraction and Openai Websearch Mcp when you require tools for search & data extraction.

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