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OmniVenture Edge Agent Tools (MCP & LangChain)

Sub-15ms edge intelligence tools for Claude Desktop, Cursor, LangChain, and autonomous AI agents. Reduce LLM prompt context tokens by up to 90%, repair malformed JSON in <1ms, and enforce privacy boundaries on bare-metal dual Xeon edge infrastructure.

🌐 Canonical Developer Hub & Agent Discovery: https://omniventure-api.web.app


🚀 Key Advantages for AI Agents

Tool Capability Token / Latency Advantage
extract_markdown Scrapes web URLs or parses raw HTML into dense, clean Markdown without boilerplate. Cuts context tokens by 80% to 95% (e.g. converts 60KB HTML into ~800 clean tokens). Sub-15ms.
repair_json Fixes malformed JSON emitted by LLMs (code fences, single quotes, trailing commas, Python literals). 0.37ms edge execution. Saves 100% tokens and 2–5s latency vs re-prompting.
sanitize_pii Redacts emails, phone numbers, payment cards, and SSNs before sending data to external public LLMs. Sub-5ms regex masking. Enforces GDPR, HIPAA, and DLP boundaries.
distill_context Extracts dense structured entities, financial metrics, and top keywords from documents. Compresses 5,000+ words into ~150 structured tokens (>95% compression).
verify_email Validates RFC 5322 syntax, verifies live DNS MX records, and flags burner/temporary domains. Sub-15ms direct DNS MX check. Zero third-party SaaS rate limits.
lookup_ip Resolves IP routing taxonomy, private/loopback CIDRs, and reverse PTR hostnames. Sub-5ms native socket resolution.

⚡ Quickstart: Claude Desktop

Add this to your claude_desktop_config.json:

{
  "mcpServers": {
    "omniventure-agent-tools": {
      "command": "python3",
      "args": ["-m", "distribution.mcp.client_agent_mcp"],
      "env": {
        "OMNIVENTURE_GATEWAY_URL": "https://automatically-welcome-dad-extensive.trycloudflare.com",
        "RAPIDAPI_KEY": "<YOUR_RAPIDAPI_KEY>"
      }
    }
  }
}

⚡ Quickstart: Cursor IDE

In Cursor: Settings → Features → MCP Servers → Add New MCP Server:

  • Name: omniventure-edge
  • Type: command
  • Command: python3 -m distribution.mcp.client_agent_mcp

⚡ Quickstart: LangChain & Python

from distribution.python_sdk.omniventure_tools import (
    create_markdown_tool,
    create_json_repair_tool,
    create_pii_sanitizer_tool
)

# 1. Instantiate drop-in LangChain tools
tools = [
    create_markdown_tool(api_key="YOUR_RAPIDAPI_KEY").as_langchain_tool(),
    create_json_repair_tool(api_key="YOUR_RAPIDAPI_KEY").as_langchain_tool(),
    create_pii_sanitizer_tool(api_key="YOUR_RAPIDAPI_KEY").as_langchain_tool()
]

# 2. Attach to your LangChain / CrewAI / smolagents agent
# agent = create_react_agent(llm, tools=tools)

⚡ Native RapidAPI Remote MCP Gateway

If you prefer not running local Python scripts, you can connect directly to RapidAPI's hosted MCP proxy:

npx mcp-remote https://mcp.rapidapi.com \
  --header "x-api-host: omniventure-m2m-micro-utilities.p.rapidapi.com" \
  --header "x-api-key: <YOUR_RAPIDAPI_KEY>"

💳 Settlement & Pricing

  • Endpoints are priced at £0.01 to £0.04 GBP per request.
  • Supported rails:
    • Credit Card via RapidAPI: Monthly metered billing settled to PayPal.
    • HTTP 402 / L402 Lightning: Direct programmatic preimage tokens for crypto-native agent swarms.

Marketplace Listing: RapidAPI Hub - OmniVenture M2M Micro-Utilities

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