Dual-layer evaluation with 45 specialized judges: offline pattern matching, AST analysis, and AI-assisted deep reviews.

Version-aware CUCM provisioning over AXL SOAP with pre-parsed WSDLs and a set of composable tools for precise automation.

Compact Zulip URL-driven fetcher with CLI, MCP server, and ACP proxy, uniquely combining URL parsing with REST-backed message retrieval.

Anima integration connects AI coding agents to Anima Playground projects, Figma designs, and your design system to accelerate production-grade code generation. It supports multi-editor setups (Claude Code, Codex, VS Code, Cursor), streamlines authentication, and emphasizes designer–engineer handoff, component reuse, and scalable collaboration from prototype to production.

Connects AI agents to ElmapiCMS for programmatic management of collections, fields, entries, and assets via natural language prompts.

Offline decompilation, symbol indexing, and runtime Minecraft integration with Lua scripting and call graph insights for mod development.

Aura aggregates Finnish open data metadata, normalizes formats, enables natural-language search, and powers AI-enabled data inquiries.

Brings AL code analysis to AI assistants with interactive rule browsing and in chat code fixes for BC AL projects

Unofficial MCP server delivering LLM-friendly access to Kentik APIs with device, flow, and AI Advisor capabilities.

Universal bridge connecting any REST API to AI assistants using OpenAPI or Postman specs, with GraphQL-style field selection, automatic schema inference, and no artificial limits.

Self-hosted email workflow for AI agents with inboxes, forwarding aliases, and a programmable MCP-compatible surface.

Automates 21 critical Claude AI best-practice rules with auto-updates, verification, and evidence-based checks.

Unified search and topic retrieval from the B&R Automation community with category browsing.

Production-ready MCP server enabling Claude to query local data, automate code tasks, with async execution and private data context.

Remote control of Discord bots using MCP over Cloudflare Workers with Claude integration and comprehensive message, channel, and webhook management.

TOON format-based cost optimization with 18-40% token savings and straightforward stdio integration.

Bridge between LSP clients and language backends, one process per language, with multi-language support and workspace awareness.

Persistent memory layer with auto-promoted hot cache for instant recall and semantic cold storage via a knowledge graph.

Centralized markdown skill library powering AI assistants with auto-loading, local skill management, and cross-tool integration

Flashduty's official MCP Server

AI-Powered Repository Memory

Colombo Stock Exchange Prediction MCP Server with 80%+ accuracy target - Technical analysis, multi-model ensemble predictions, stock screening

youtube streamable mcp server

Official MCP server for Sahmk — AI agent access to Saudi market data, company profiles, and historical market data.