14456 Model Context Protocol servers — searchable, rated, ready to install.
Inspect, author, validate, and run high-content microscopy workflows.
Agent-safe structured edits: JSON/YAML/TOML/md/AST, dry-run, batch/tx. Not a filesystem MCP.
Turn any website or API into structured JSON with LLM-authored declarative scraping configs.
A powerful MCP server for codebase architecture analysis and automated governance.
Search and download stock images from Unsplash, Pexels, Pixabay, Freepik, StockVault, and Burst
Neutral, verification-gated MCP directory of Japan construction contractors (KIRA-audited).
Trace AI agent execution: every tool call, every error, every dollar. Open source, local-first.
Audit any Shopify store for AI search (GEO/AEO) readiness and generate the fixes. No signup.
MCP server for siGit (sigit.si): browse repos, search code, manage PRs/issues, web search.
Provenance-aware memory for AI agents: quarantine, abstention gate, supersession-with-history.
Load & create VibeMap product specs from your coding agent; sync build progress.
Florida Real Estate API — agent verification, property data, market trends, comps, lead tools.
Piloter des audits RGAA 4.1 sur Ara, référentiel embarqué. Non officiel.
Self-hosted MCP server for speech: ASR transcription, TTS synthesis, and file staging tools.
Fail-closed safe-to-pay verdicts on Base: known-bad wallets, look-alike tokens, repeat rug funders.
Search structured COMPAMIR news in Japanese and English, with links to source reports.
MCP server for VK Ads API: campaigns, audiences, budgets, stats. Click.ru, token or OAuth.
Manage your Onde Inference account and models: apps, model catalog, fine-tuned GGUF deploys.
Solana token risk-scoring MCP server for AI trading agents with insider wallet cluster detection.
Alpaca MCP — real-time US stock market data via the Alpaca Market Data API
Local-first, source-grounded memory that survives AI agent sessions.
Breach intelligence API: email search, domain monitoring, passwords and stealer logs.
Pre-spend firewall for AI agents. Approves, blocks, flags transactions against policy rules.
MCP server for Swiss federal finances (EFV): budget, debt, forecasts and spending data
POST /mcp