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DimensionSupadata MCP ServerVideo transcripts and web scraping for LLM clients via SupadataMartinLoop MCP ServerAn independent control layer that gives AI coding agents budgets, brakes, and receipts
FMRS54 / 100 · D79 / 100 · B
Reliability8 / 2012 / 20
Security and permissions12 / 2018 / 20
Maintenance11 / 2016 / 20
Documentation13 / 2018 / 20
Setup experience10 / 2015 / 20
Best for
  • Developers integrating video transcripts into content pipelines
  • AI application builders needing combined web and video data for research or summarization
  • Automation workflows requiring site-wide URL discovery and multi-page crawling
  • Engineering teams scaling AI coding agents while controlling spend
  • Platform teams that need auditable, rollback-aware agent execution records
  • Organizations using multiple agents (Claude, Codex, Gemini) under one governed flow
Not for
  • General-purpose browser automation requiring clicks, logins, or form interaction
  • Scraping targets with strict terms-of-service constraints that haven't been reviewed
  • Privacy-sensitive scenarios where sending target URLs or content to a third-party API is unacceptable
  • Developers who just want a simple code-completion helper without run governance
  • Teams unwilling to accept local JSONL run records with HMAC signing
  • Environments without a supported adapter (Claude/Codex/Gemini CLIs, direct provider, or verifier-only)
Required permissions
  • Requires a valid SUPADATA_API_KEY to call the Supadata API
  • Requires outbound network access to reach target video platforms and web URLs
  • Read/write access to the configured repo root (writable scope restrictable via --allow-path/--deny-path)
  • Ability to invoke the chosen agent CLI (Claude/Codex/Gemini, etc.) and its underlying model account
  • Local disk writes for run records, receipts, and share outputs (share/run-receipt., etc.)
  • Execution of user-configured verifier commands (e.g. npm test)
Risks and side effects
  • Target URLs and scraped content are sent to and processed by the third-party Supadata service
  • A misconfigured or leaked API key could be misused and incur unexpected usage costs
  • Scraping or crawling target sites may violate their terms of service or copyright restrictions
  • Async jobs (transcript, extract, crawl) depend on Supadata's service availability and rate limits
  • Verifier commands are executed; poorly chosen verifier commands carry security risk despite preflight policy checks
  • Cost and token figures may be estimates (labeled with provenance) and should not be treated as settled accounting
  • Receipt integrity must be verified before use as trustworthy evidence; missing rollback evidence is flagged as EVIDENCE_BOUNDARY
  • Policy defaults come from martin.config.yaml and can be overridden by CLI flags; misconfiguration can loosen safety boundaries
Supported clientsClaude, ChatGPT, Cursor, Windsurf, VS CodeClaude Code, Codex, Gemini CLI, Cursor, VS Code, GitHub Copilot, Continue
Tools90