Natural Context Provider
@portel-dev
One MCP to Rule Them All. NCP consolidates over 50 scattered MCP tools into two unified tools (Find & Run). Your AI goes from confused to confident with 87% fewer tokens, zero tool confusion, and 5x faster responses. Perfect for teams drowning in MCP tool sprawl.
🎯 The MCP Paradox: More Tools = Less Productivity
You added MCPs to enhance your AI's capabilities. Instead:
- AI picks wrong tools ("Should I use
read_fileorget_file_content?") - Sessions end early ("I've reached my context limit analyzing tools")
- Costs explode (50+ schemas burn tokens before work even starts)
- AI becomes indecisive (used to act fast, now asks clarifying questions)
🧸 Why Too Many Toys Break the Fun
A child with one toy → Treasures it, masters it, creates endless games with it A child with 50 toys → Can't hold them all, loses pieces, gets overwhelmed, stops playing
Your AI is that child. MCPs are the toys. More isn't always better.
✨ The Solution: One MCP to Rule Them All
NCP transforms N scattered MCP servers into 1 intelligent orchestrator.
Your AI sees just 2 simple tools:
find- "I need to read a file" → Discovers the right tool across all your MCPsrun- Executes any tool on any MCP server seamlessly
Behind the scenes, NCP manages everything: routing, discovery, health monitoring, and semantic matching.
📊 Real Results
| Your MCP Setup | Without NCP | With NCP | Token Savings |
|---|---|---|---|
| Small (5 MCPs, 25 tools) | 15,000 tokens | 8,000 tokens | 47% saved |
| Medium (15 MCPs, 75 tools) | 45,000 tokens | 12,000 tokens | 73% saved |
| Large (30+ MCPs, 150+ tools) | 90,000 tokens | 15,000 tokens | 83+ saved |
Translation: Same tools, same capabilities, but your AI becomes focused, efficient, and cost-effective again.
🚀 2-Minute Setup
npm install -g @portel/ncp
# Add to your AI client config:
# "ncp": { "command": "ncp" }
Perfect for: Power users with multiple MCPs who want their AI to be laser-focused instead of being overwhelmed.
