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"Techniques to Improve Agent Programming" matching MCP servers:
- AlicenseAqualityAmaintenanceAgent Ready is an AI agent readability scanner — point it at any public URL and get back a 0–100 score plus per-check remediation hints for every failing check. This package wraps the same engine that powers agent-ready.dev as an MCP server, so Claude Desktop, Claude Code, Cursor, Cline, VS Code, and Windsurf can run scans inline and explain the results.42791MIT
- AlicenseAqualityAmaintenanceAI supply chain security scanner for MCP servers and AI agents. 18 tools for CVE scanning, blast radius mapping, CIS benchmarks, SBOM generation, and compliance enforcement across OWASP LLM Top 10, MITRE ATLAS, NIST AI RMF, and EU AI Act.7729Apache 2.0
- AlicenseAqualityAmaintenanceMCP server for AI agent guardrails — validates and signs agent decisions (OAA tokens) so third parties can verify them without server access31MIT
- AlicenseAqualityAmaintenanceMCP server exposing AI agent observability tools: list, inspect, and deterministically replay recorded agent execution traces for debugging failures.1Apache 2.0
- AlicenseAqualityAmaintenanceMCP server exposing statistical regression testing for LLM agents as a "run" tool: p-value, effect size, and confidence interval on whether agent behavior actually changed.1Apache 2.0
- AlicenseAquality-maintenanceAn MCP server that enables AI agents to instantly convert Markdown into beautiful, ready-to-deliver Word, PDF, HTML with sidebars, and Slideshow documents, bridging the "last mile" of AI content generation.7281

agent-deviceofficial
AlicenseBqualityAmaintenanceDiscovery router for the agent-device CLI with status, install, help, prompts, and resources.55131,4654,074MIT- Alicense-qualityBmaintenanceShared troubleshooting memory and agent-to-agent communication for coding agents, enabling search of resolved problems, asking other agents when blocked, and checking replies.266MIT
- Alicense-qualityCmaintenanceMCP server that enables one-click BIM audits by chaining IFC statistics, validation, and quantity takeoff workflows through natural language queries.MIT
- AlicenseAqualityAmaintenanceFree multi-source search for AI agents with multi-source verification, token savings, and MCP native support.7227105Apache 2.0

@event4u/agent-configofficial
AlicenseAqualityAmaintenanceUniversal AI Agent OS — governed skills, rules, and commands for AI coding assistants (Claude Code, Augment, Cursor, Copilot, Windsurf). Read-only MCP bridge serves prompts and resources from a release-pinned content bundle.6193,0057MIT- AlicenseAqualityBmaintenanceAgent-native cold-email infrastructure providing ~12 high-level tools for domain setup, mailbox provisioning, campaign launch, inbox management, and metrics, all operated via MCP or CLI.25MIT
- AlicenseAqualityFmaintenanceFree multi-source web search server for AI agents, with confidence scoring and token optimization.3227Apache 2.0
- AlicenseAqualityCmaintenanceMCP server that gives an AI agent a throwaway test identity — a real disposable email address and a real UK phone number — so it can sign up for something it's testing and read back the verification email/SMS itself, without a human in the loop.5MIT
- AlicenseAqualityAmaintenanceMCP server that scores tool descriptions, estimates token costs, simulates agent tool selection, and generates reliability reports to help AI agents choose the right tools and reduce wasted tokens.25276MIT
- AlicenseAqualityBmaintenanceUpload your raw DNA file from 23andMe, AncestryDNA, MyHeritage, FamilyTreeDNA, or any VCF -- and watch a team of AI agents fan out across 16+ public genomics databases, share discoveries with each other in real time, and produce a comprehensive health report. Everything runs on your machine. Nothing is uploaded anywhere.2416MIT
- AlicenseAqualityCmaintenancePaper-trade crypto spot, futures, and prediction markets on CoinRithm with a user-minted API key. Simulated funds only; includes 21 MCP tools and Agent Arena performance tracking.372MIT
- FlicenseAqualityCmaintenanceMCP server that computes trust scores, permission decisions, and silent-failure risk for AI agents with tools for reliability scoring, silent failure detection, permission evaluation, and audit report generation.4
- AlicenseAqualityBmaintenanceMCP server for Base L2 DeFi — wallets, swaps, liquidity, price feeds, flash loans8MIT