AgentIndex icon
AgentIndex
mcpc logo
mcpc
★ 1.1k
vs
ncp logo
ncp
★ 100

mcpc vs ncp

mcpc: mcpc is a universal CLI for the Model Context Protocol (MCP) that maps MCP operations to intuitive commands for interactive shell use, scripts, and AI coding agents. It supports persistent sessions, code mode with JSON output, and secure authentication. It works with any MCP server over Streamable HTTP or stdio.; ncp: NCP (Natural Context Provider) is an MCP aggregator that consolidates 50+ disparate MCP servers into a single unified interface for AI agents. Instead of loading every tool definition upfront and burning tokens, agents use three simple tools — find, code, and run — to discover and invoke any capability on demand. Code mode lets the agent write TypeScript workflows combining multiple tools in one step. NCP reports 97% fewer tokens consumed and 5x faster tool selection compared to loading individual MCP servers.

01

TL;DR

mcpc logo
mcpcAPI Integration · ★ 1.1k

Inspecting MCP servers and debugging

Read mcpc full review →
ncp logo
ncpDev Tooling · ★ 100

Reducing token costs when an AI agent needs access to many tools

Read ncp full review →
02

Side-by-Side Comparison

Field
mcpc logomcpc
ncp logoncp
Category
API Integration
Dev Tooling
Stars
★ 1.1k
★ 100
License
Apache-2.0
NOASSERTION
Install Command
npm install -g @apify/mcpc
npm install -g @portel/ncp
Updated
2d ago
4d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai-agents, bash, claude
ai-agents, claude, claude-desktop
03

Features

mcpc logomcpc
01Compatible with any MCP server over Streamable HTTP or stdio
02Persistent sessions with multiple simultaneous server connections
03Code mode with JSON output for scripting and AI agents
04AI sandboxing via MCP proxy server
05Secure with full OAuth 2.1 and OS keychain storage
ncp logoncp
01Aggregates 50+ MCP servers into 2-3 unified tools (find/code/run)
02Code mode: agents write TypeScript to call multiple tools in one step
03On-demand tool loading — only active tools consume tokens
04Scheduling support for recurring task execution
05Project-level configuration — each project defines its own MCP set
04

Use Cases

mcpc logomcpc
↳Inspecting MCP servers and debugging
↳Scripting and automating MCP tool calls
↳Enabling AI coding agents to use MCP tools in code mode
ncp logoncp
↳Reducing token costs when an AI agent needs access to many tools
↳Building multi-step TypeScript workflows that combine search, files, and APIs
↳Managing multiple MCP servers across different projects from one config
05

Best For

mcpc logomcpc
—
ncp logoncp
Hidden Gem
FAQ

FAQ

What is the difference between mcpc and ncp?
Both mcpc and ncp are in the API Integration category. mcpc has 1.1k stars, while ncp has 100 stars.
Which is better, mcpc or ncp?
The best choice depends on your use case. Choose mcpc if Inspecting MCP servers and debugging, and ncp if Reducing token costs when an AI agent needs access to many tools.
Is mcpc free or open source?
Yes, mcpc is open source on GitHub (Apache-2.0).
Is ncp free or open source?
Yes, ncp is open source on GitHub (NOASSERTION).
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Related

Alternatives to mcpc →Alternatives to ncp →mcpc details →ncp details →