4291 Model Context Protocol servers — searchable, rated, ready to install.
Content-addressed contracts and a verification cache that cut agent context by skipping proven code.
Analyze any video (local file or URL) into frames + transcript for Claude Code
AI-native HTTP security testing MCP server — 17 tools with raw HTTP/1.1 + HTTP/2 control
MCP server for QMetry Test Management for Jira (QTM4J) Open API.
MCP server for Garmin ConnectIQ SDK documentation and resources
German CV builder: render real PDFs (20 templates), ATS + completeness checks. Anonymous, no auth.
Five-to-twelve-cent source-attributed public URL and domain result packs for AI agents.
3rd Generation Testing (3TG) — generate deterministic test suites from Markdown spec tables via MCP.
Python symbol exploration for codebase onboarding agents.
Catch spec drift before it catches you. Detect overlap, stale docs, and code drift.
Insurance denial code lookup, appeal letter generation, and denial analysis for AI agents.
Structural similarity-based code filter. Stops malicious code pattern reaching execution tools.
Code intelligence platform for AI agents. 20 tools for architecture, security & impact analysis.
Build, align & render a real optical bench in Blender; drivable by an AI agent over MCP.
Trace code history, commit reasoning, and PR context directly from Git logs.
Claude Code token usage, cost visibility, and SkillFM Beacon AI health checks for MCP agents.
Let AI agents interact with debug probes — connect, flash, read/write memory, and reset.
AI Content Creation Assistant for Korean creators - Trend analysis & SEO
Debug bridge inside your web app: an agent reads the DOM, console and network. Any browser.
Go code coverage analysis tool with MCP server for AI-powered coverage workflows
European payment QR — SPAYD (CZ/SK) & EPC/GiroCode (SEPA), plus text/WiFi/vCard. Local, free.
Code intelligence MCP server — impact analysis, semantic search, dependency graphs
MCP server for Sentry — error tracking, issues, releases, events, and projects for AI assistants.
Japanese address search and geocoding (official address registry): postal codes and coordinates.
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