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dalnaspdal

omniventure-agent-tools

by dalnaspdal

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.


Related MCP server: Reporecall

⚡ 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: SettingsFeaturesMCP ServersAdd 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

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

No tool schema history has been recorded yet.

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