What is the key difference between Tokenlab Mcp Server and Ncp?

Tokenlab Mcp Server belongs to the Aggregators category with local stdio execution, while Ncp belongs to the Aggregators category with local stdio execution.

How do I install Tokenlab Mcp Server or Ncp 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 Tokenlab Mcp Server and Ncp free or paid?

Tokenlab Mcp Server operates under a Freemium model (API Key required). Ncp operates under a Free / Open Source model (API Key required).

Which MCP server has more tools and community activity?

Tokenlab Mcp Server lists 6 tools with 3 views and 0 GitHub stars. Ncp lists 6 tools with 2 views and 97 GitHub stars.

Can I use both Tokenlab Mcp Server and Ncp 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 Tokenlab Mcp Server or Ncp 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 Tokenlab Mcp Server and Ncp free to use, or do they require API keys?

Tokenlab Mcp Server is listed under a Freemium model with API Key required . Ncp operates under a Free / Open Source 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 Tokenlab Mcp Server and Ncp at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both hedging8563-tokenlab-mcp-server and portel-dev-ncp 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, Tokenlab Mcp Server has a Quality Score of 47 /100 ( Fair ) with 3 views, 0 installs, and 0 GitHub stars. Ncp holds a Quality Score of 49 /100 ( Fair ) with 2 views, 0 installs, and 97 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Tokenlab Mcp Server vs Ncp

In-depth architectural comparison of the Tokenlab Mcp Server and Ncp 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

Tokenlab Mcp Server

Aggregators · Local stdio

Quality: 47/100 (Fair) | Auth: API Key required

Ncp

Aggregators · Local stdio

Quality: 49/100 (Fair) | Auth: API Key required

Verdict Summary: Choose Tokenlab Mcp Server if you need specialized Aggregators tools running via a local process. Choose Ncp if your workspace requires Aggregators integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Tokenlab Mcp Server when:

You need dedicated capabilities in the Aggregators domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (Freemium).
You have access to required keys: TOKENLAB_API_KEY, TOKENLAB_MCP_TOOL_PROFILE, TOKENLAB_MCP_SCHEMA_MODE, TOKENLAB_API_BASE.
Primary tools included: Public catalog tools require no API key, Supports OpenAI-compatible and native TokenLab/Gemini endpoints, Multimodal generation: text, images, video, music, 3D, speech.

Explore Tokenlab Mcp Server Details

Choose Ncp when:

You need dedicated capabilities in the Aggregators domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (Free / Open Source).
You have access to required keys: NCP_API_KEY, NCP_PROJECT_CONFIG.
Primary tools included: Single interface for 50+ MCP tools and skills, Code mode execution with TypeScript, Tool and skill discovery via 'find' command.

Explore Ncp Details

Feature & Specification Comparison

Specification	Tokenlab Mcp Server hedging8563 Aggregators	Ncp portel-dev Aggregators
Summary	TokenLab AI gateway MCP server for model and pricing discovery, OpenAI-compatible Chat Completions, and native Responses, Anthropic Messages, and Gemini inference. Catalog tools require no API key; inference tools use an optional TokenLab key.	NCP orchestrates your entire MCP ecosystem through intelligent discovery, eliminating token overhead while maintaining 98.2% accuracy.
Category & Scope	Aggregators	Aggregators
Quality signal	47/100 (Fair)	49/100 (Fair)
Transport Protocol	Local Subprocess (stdio)	Local Subprocess (stdio)
Auth Requirement	API Key required	API Key required
Pricing Model	Freemium	Free / Open Source
Required Env Vars	`TOKENLAB_API_KEYTOKENLAB_MCP_TOOL_PROFILETOKENLAB_MCP_SCHEMA_MODETOKENLAB_API_BASE`	`NCP_API_KEYNCP_PROJECT_CONFIG`
Compatible Clients	Claude DesktopCursorWindsurfClineVS Code	Claude DesktopCursorWindsurfClineVS Code
Install path signal	`npx · low`	`npx · low`
Engagement & Health	3 views 0 copies 0 upvotes 0 stars	2 views 0 copies 0 upvotes 97 stars
Verified / Official	Community Listing	Community Listing
Open full listing	View Tokenlab Mcp Server Listing	View Ncp Listing

Tools & Capabilities Breakdown

Tokenlab Mcp Server Tools (6)

Public catalog tools require no API key

Supports OpenAI-compatible and native TokenLab/Gemini endpoints

Multimodal generation: text, images, video, music, 3D, speech

Async task management and polling

Embeddings, reranking, and translation operations

Exposes detailed JSON Schema-validated tool profiles

Ncp Tools (6)

Single interface for 50+ MCP tools and skills

Code mode execution with TypeScript

Tool and skill discovery via 'find' command

Direct tool execution with 'run' command

Project-level MCP configuration

Caching and health management of MCPs

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).

Tokenlab Mcp Server Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "hedging8563-tokenlab-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "hedging8563-tokenlab-mcp-server"
      ],
      "env": {
        "TOKENLAB_API_KEY": "YOUR_TOKENLAB_API_KEY_HERE",
        "TOKENLAB_MCP_TOOL_PROFILE": "YOUR_TOKENLAB_MCP_TOOL_PROFILE_HERE",
        "TOKENLAB_MCP_SCHEMA_MODE": "YOUR_TOKENLAB_MCP_SCHEMA_MODE_HERE",
        "TOKENLAB_API_BASE": "YOUR_TOKENLAB_API_BASE_HERE"
      }
    }
  }
}

Ncp Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "portel-dev-ncp": {
      "command": "npx",
      "args": [
        "-y",
        "portel-dev-ncp"
      ],
      "env": {
        "NCP_API_KEY": "YOUR_NCP_API_KEY_HERE",
        "NCP_PROJECT_CONFIG": "YOUR_NCP_PROJECT_CONFIG_HERE"
      }
    }
  }
}

Frequently Asked Questions

Tokenlab Mcp Server is categorized under Aggregators and uses a local stdio subprocess. In contrast, Ncp belongs to Aggregators using local stdio subprocess. Select Tokenlab Mcp Server when you need capabilities focused on aggregators and Ncp when you require tools for aggregators.

More alternatives to Tokenlab Mcp Server More alternatives to Ncp Aggregators category hub