Three Clicks to Chat-Ready SaaS with MCP

Turn your backend into an LLM-ready MCP server in minutes. No DevOps, no lock-in.

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How Skolp Empowers You

Unlock Existing APIs for AI

Connect any API (local, staging, production) to LLMs and agents instantly. No code rewrites needed.

Skolp - Scan Repository

Identified files:

src

api

routes.py

models

user.py

main.py

.gitignore

requirements.txt

README.md

Generate Bridges in Seconds

Scan your repository, select endpoints, and Skolp automatically generates the necessary stdio bridge package and MCP config.

Skolp - Generate Bridge

Select endpoints to include:

GET/users

POST/users

GET/items

POST/items

Secure & Selective Exposure

Choose exactly which API endpoints to expose as tools, keeping sensitive functions private and simplifying agent interactions.

Skolp - Configure Tool Exposure

API Endpoints:

/users

/users/{id}

/users

/users/{id}/settings

/admin/users/{id}

/_internal/logs

Generated MCP Tools:

{
  "mcp_version": "1.0",
  "tools": [
    {
      "function_name": "get_users",
      "description": "Retrieve user list",
      "parameters": {...}
    },
    {
      "function_name": "get_user_details",
      "description": "Get specific user",
      "parameters": {...}
    },
    {
      "function_name": "create_user",
      "description": "Create a new user",
      "parameters": {...}
    },
    {
      "function_name": "update_user_settings",
      "description": "Update user settings",
      "parameters": {...}
    }
  ]
}

Sensitive endpoints like /admin/users/{id} remain private and are NOT exposed as tools.

Built on Open, Reliable Standards

No proprietary protocols, just efficient communication.

Stdio Communication

Efficient, language-agnostic input/output stream handling for the bridge.

HTTPX Requests

Modern, async-ready HTTP client for reliable communication with your API.

MCP Protocol

Adheres to the open Multi-Capability Protocol for broad agent compatibility.

Why Skolp?

Focus on your API logic, let Skolp handle the AI integration.

Set up in minutes, not weeks.

Rapidly bridge your API with minimal configuration.

Works with Python, Node.js, or any backend.

Optimized for Python/FastAPI now, with planned support for Node.js and others.

Leverages stdio and MCP for open integration.

Uses lightweight, standard protocols – no vendor lock-in.

Enable users to chat with your service via any LLM.

Connect to Claude, ChatGPT, Cursor, or other MCP-compatible agents.

Choose Your Plan

Simple pricing for every stage.

Free

$0/ month

Try the core features.

2 Public Repo Scans/Month

Up to 50 Endpoints/Bridge

3 Bridge Generations/Month

Community Support

Get Started

Hobby

$9/ month

For individuals & hobbyists.

10 Repo Scans/Month

Private Repository Scanning

Up to 500 Endpoints/Bridge

10 Bridge Generations/Month

Basic Email Support

Choose Hobby

Professional

$27/ month

For developers & small teams.

50 Repo Scans/Month

Up to 2000 Endpoints/Bridge

50 Bridge Generations/Month

View Generated Files

Priority Generation Queue

Priority Email Support

Choose Pro

Enterprise

Custom

For large organizations.

Custom Usage Limits

Everything in Pro +

Team Management & Roles

Dedicated Support & SLA

On-Premise Option

Contact Sales

Frequently Asked Questions

Have questions? We've got answers.

Connect Skolp to your favorite Tools

Seamlessly integrate with the most important tools your team uses.

Ready to Connect Your API?

Stop rebuilding, start bridging. Generate your first MCP tool server in minutes.

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