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Official Python SDK for the Context Protocol - Discover and execute AI tools programmatically

Project description

ctxprotocol

The Universal Adapter for AI Agents.

Connect your AI to the real world without managing API keys, hosting servers, or reading documentation.

Context Protocol is pip for AI capabilities. Just as you install packages to add functionality to your code, use the Context SDK to give your Agent instant access to thousands of live data sources and actions—from DeFi and Gas Oracles to Weather and Search.

PyPI version Python versions License: MIT

Why use Context?

  • 🔌 One Interface, Everything: Stop integrating APIs one by one. Use a single SDK to access any tool in the marketplace.
  • 🧠 Zero-Ops: We're a gateway to the best MCP tools. Just send the JSON and get the result.
  • ⚡️ Agentic Discovery: Your Agent can search the marketplace at runtime to find tools it didn't know it needed.
  • 💸 Micro-Billing: Pay only for what you use (e.g., $0.001/query). No monthly subscriptions for tools you rarely use.

Who Is This SDK For?

Role What You Use
AI Agent Developer ctxprotocol — Query marketplace, execute tools, handle payments
Tool Contributor (Data Broker) mcp + ctxprotocol — Standard MCP server + security middleware

Installation

pip install ctxprotocol

Or with optional FastAPI support:

pip install ctxprotocol[fastapi]

Prerequisites

Before using the API, complete setup at ctxprotocol.com:

  1. Sign in — Creates your embedded wallet
  2. Enable Auto Pay — Approve USDC spending for tool payments
  3. Fund wallet — Add USDC for tool execution fees
  4. Generate API key — In Settings page

Quick Start

import asyncio
from ctxprotocol import ContextClient

async def main():
    async with ContextClient(api_key="sk_live_...") as client:
        # Discover tools
        tools = await client.discovery.search("gas prices")
        
        # Execute a tool
        result = await client.tools.execute(
            tool_id=tools[0].id,
            tool_name=tools[0].mcp_tools[0].name,
            args={"chainId": 1},
        )
        
        print(result.result)

asyncio.run(main())

Configuration

Client Options

Option Type Required Default Description
api_key str Yes Your Context Protocol API key
base_url str No https://ctxprotocol.com API base URL (for development)
# Production
client = ContextClient(api_key=os.environ["CONTEXT_API_KEY"])

# Local development
client = ContextClient(
    api_key="sk_test_...",
    base_url="http://localhost:3000",
)

API Reference

Discovery

client.discovery.search(query, limit?)

Search for tools matching a query string.

tools = await client.discovery.search("ethereum gas", limit=10)

client.discovery.get_featured(limit?)

Get featured/popular tools.

featured = await client.discovery.get_featured(limit=5)

Tools

client.tools.execute(tool_id, tool_name, args?)

Execute a tool method.

result = await client.tools.execute(
    tool_id="uuid-of-tool",
    tool_name="get_gas_prices",
    args={"chainId": 1},
)

Types

from ctxprotocol import (
    # Auth utilities for tool contributors
    verify_context_request,
    is_protected_mcp_method,
    is_open_mcp_method,
    
    # Client types
    ContextClientOptions,
    Tool,
    McpTool,
    ExecuteOptions,
    ExecutionResult,
    ContextErrorCode,
    
    # Auth types (for MCP server contributors)
    VerifyRequestOptions,
    
    # Context types (for MCP server contributors receiving injected data)
    ContextRequirementType,
    HyperliquidContext,
    PolymarketContext,
    WalletContext,
    UserContext,
)

Error Handling

The SDK raises ContextError with specific error codes:

from ctxprotocol import ContextClient, ContextError

try:
    result = await client.tools.execute(...)
except ContextError as e:
    match e.code:
        case "no_wallet":
            # User needs to set up wallet
            print(f"Setup required: {e.help_url}")
        case "insufficient_allowance":
            # User needs to enable Auto Pay
            print(f"Enable Auto Pay: {e.help_url}")
        case "payment_failed":
            # Insufficient USDC balance
            pass
        case "execution_failed":
            # Tool execution error
            pass

Error Codes

Code Description Handling
unauthorized Invalid API key Check configuration
no_wallet Wallet not set up Direct user to help_url
insufficient_allowance Auto Pay not enabled Direct user to help_url
payment_failed USDC payment failed Check balance
execution_failed Tool error Retry with different args

🔒 Securing Your Tool (MCP Contributors)

If you're building an MCP server (tool contributor), verify incoming requests:

Quick Implementation with FastAPI

from fastapi import FastAPI, Request, Depends, HTTPException
from ctxprotocol import create_context_middleware, ContextError

app = FastAPI()
verify_context = create_context_middleware(audience="https://your-tool.com/mcp")

@app.post("/mcp")
async def handle_mcp(request: Request, context: dict = Depends(verify_context)):
    # context contains verified JWT payload (on protected methods)
    # None for open methods like tools/list
    body = await request.json()
    # Handle MCP request...

Manual Verification

from ctxprotocol import verify_context_request, is_protected_mcp_method, ContextError

# Check if a method requires auth
if is_protected_mcp_method(body["method"]):
    try:
        payload = await verify_context_request(
            authorization_header=request.headers.get("authorization"),
            audience="https://your-tool.com/mcp",  # optional
        )
        # payload contains verified JWT claims
    except ContextError as e:
        # Handle authentication error
        raise HTTPException(status_code=401, detail="Unauthorized")

MCP Security Model

The SDK implements a selective authentication model — discovery is open, execution is protected:

MCP Method Auth Required Why
initialize ❌ No Session setup
tools/list ❌ No Discovery - agents need to see your schemas
resources/list ❌ No Discovery
prompts/list ❌ No Discovery
tools/call Yes Execution - costs money, runs your code

What this means in practice:

  • https://your-mcp.com/mcp + initialize → Works without auth
  • https://your-mcp.com/mcp + tools/list → Works without auth
  • https://your-mcp.com/mcp + tools/callRequires Context Protocol JWT

This matches standard API patterns (OpenAPI schemas are public, GraphQL introspection is open).

Context Injection (Personalized Tools)

For tools that analyze user data, Context automatically injects user context:

from ctxprotocol import CONTEXT_REQUIREMENTS_KEY, HyperliquidContext

# Define tool with context requirements
TOOLS = [{
    "name": "analyze_my_positions",
    "description": "Analyze your positions with personalized insights",
    "_meta": {
        "contextRequirements": ["hyperliquid"],
    },
    "inputSchema": {
        "type": "object",
        "properties": {
            "portfolio": {
                "type": "object",
                "description": "Portfolio context (injected by platform)",
            },
        },
        "required": ["portfolio"],
    },
}]

# Your handler receives typed context
async def handle_analyze_positions(portfolio: HyperliquidContext):
    positions = portfolio.perp_positions
    account = portfolio.account_summary
    # ... analyze and return insights

Links

Requirements

  • Python 3.10+
  • httpx
  • pydantic
  • pyjwt[crypto]

License

MIT

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