Iteratools
https://mcp.iteratools.com/mcp ↗
Description
Generate professional media including images, videos, and speech to streamline your creative workflow. Access real-time web data, search results, and market updates for informed decision-making. Automate customer engagement through WhatsApp and verify contact information with built-in validation services. Pay-per-use tools for AI agents. Image generation (Flux), video (Kling), web scraping, search, TTS, WhatsApp and more. No signup — pay per use. Tools available pay-per-use via API key or x402 (autonomous USDC payments on Base, no signup required).
What our measurements say
Iteratools is a remote MCP server published at mcp.iteratools.com. It has been probed 7 times since 9/10/2026. It answered in 7 of them (100.0%), a near-uninterrupted record. Median response time is 710 ms, a delay an agent will notice. It exposes a broad tool surface of 25 tools. On the protocol side it speaks the 2026-07-28 stateless spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Tools are priced transparently with clear availability status.
- Wide range of media and data tools (image/video editing, web scraping, TTS, etc.).
Weaknesses
- Descriptions often lack context for when tools should be used (e.g., 'image_resize' vs. 'image_compress').
- High overlap in image/video tools (e.g., 'image_edit' vs. 'image_resize').
- No parameter schema details (required/optional fields, data types).
image_resize— No clarification on whether it adjusts dimensions or quality.image_edit— Lists capabilities but lacks context for use cases.video_analyze— Vague description of 'transcript + vision + summary' without specifics.
Verdict
Event narrative
Risk: medium
- 2026-09-10T21:16:35.016Z — Era changed from 'auth-gated' to 'dual' · Server transitioned to dual mode, enabling parallel processing
- 2026-09-11T03:50:39.090Z — Compliance score increased from null to 100 · Indicates full compliance with security protocols, enhancing trust
Advice
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test not run this round
- Cold-start: cold 125ms → warm 124ms (penalty 1ms)
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Server build: — → 1.1.0
- Supported versions: — → 2026-07-28
- Era changed: Auth-gated → Dual-era
- Added to watch — era: Auth-gated
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