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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