5932 Model Context Protocol servers — searchable, rated, ready to install.
F1-grade MCP certification. 52 tests, 9 tiers (49 scored + T9 Receipt validation). Ecosystem: #2759
AI visibility checker: does AI recommend your brand? GEO/AEO, runs locally, BYO keys. CLI + MCP.
Evidence-backed architecture-quality analysis for Python agent applications.
Python code analysis for AI agents: complexity, dead code, clones, coupling, and a health score.
Search, rank, and analyze GitHub developers for tech recruiting via GitHunt's API.
Wraps the ContinuityGuard CLI as a single generic MCP tool for video-clip continuity scans.
Build, inspect and read adaptive A/B tests. Config travels in the URL; no account or API key needed.
MCP server for Sigma Computing. Provision dashboards, build models, and automate cloud analytics.
A fault code, a VIN, or a recall — answered from public NHTSA and standards data.
Inspect and safely clean local Xcode, Simulator, and XCTest storage.
Plan, validate, and build products and features with LaunchChair.
Read products, sales, subscribers and offer codes; verify, enable and disable product licenses.
TravelMind: 8 MCP tools for travel (12306 trains, flights, hotels, geocode, planning, policy).
MCP server for GroupDocs.Parser — extract text, images, metadata, tables, barcodes via AI.
Cloud, SaaS and AI spend in one system of record. Each saving applied for you or shipped as code.
Build and manage Whalesync syncs: connect apps, map tables and fields, monitor and fix issues.
Market data, LLM gateway, ML forecasts, batch+bundle, self-building catalog. USDC via x402 + MPP.
Homechecker's professionally authored Australian homebuyer guides: search, cite, build checklists.
Test whether AI agents retain critical instructions as conversations grow.
Backtest plain-English trading strategies on real market data: graded results, honesty flags.
An MCP server that provides AI travel recommendations from Asian expats.
Statically audits MCP tool surfaces for token cost, schema quality, and design issues.
Build websites that look designed, not generated. Fudge gives AI real websites to study.
Search NVIDIA CUDA documentation and code samples from AI coding agents.
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