Best & Trending MCP Servers
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A suite of specialized MCP servers that help you get the most out of AWS, wherever you use MCP.

JIRA MCP Server Implementation in Python

Connect Claude Code, Cursor, VS Code and other MCP clients to TestOptim, so your AI assistant can run QA tests on your web app and read the issues they find.

MCP server for Prompt Checking

Talk with Azure using MCP

GibsonAI's MCP server

The lilAgents free-tool fleet as an MCP server for AI agents: tech-stack detection, redirect trace, DNS snapshot, security headers, AI-crawler check, indexability, JSON-LD, and Ahrefs Domain Rating.

A MCP Server which allows for direct access to the roblox game client

A tiny, self-contained project that teaches how MCP works, end to end, with .

An embedded, agent-controllable browser inside VS Code / Cursor — you and your AI agent co-drive one persistent Chromium over MCP.

Local-first MCP authority layer for safe, bounded computer use and developer workflows.

⚡ Yaçine Seybou Siddo — AI Systems Engineer & Full-Stack Architect. Sovereign LLM microservices, RAG, MCP agents, and streaming audio intelligence.

Con este mcp, podras conectar tu agente de antigravity con tu cuenta de gemini y usar gemini 4 Argon.

Incident knowledge base for engineers and AI agents: timelines, logs, root causes, fixes, runbooks — Java/Spring Boot/PostgreSQL/MCP/React

Read-only MCP server and detection logic from RoamSwitch (macOS network-security app) — a verifiable standalone mirror. MIT.

Cited-answer RAG service over 4 Czech labour laws: hybrid retrieval, LLM reranking, REST API (FastAPI) and MCP server for AI agents, offline evaluation with confidence intervals.

(free, no key; works in Claude Desktop, Cursor, Cline, VS Code and any client that supports remote Streamable HTTP):

MCP server for IMSLP, the Petrucci Music Library. Read works, scores and recordings. No API key required.

Safe, policy-controlled web access for AI agents (MCP server and CLI)

MCP server for the ZipViz agent registry: lookup, status, send, verify and sign over stdio.

California Office of Tax Appeals (OTA) opinions — search by statute

Musfiraai MCP server — company info, services, FAQ, reviews, brands as MCP tools/resources/prompts

A sandboxed written in Python (FastMCP). It gives an AI agent safe file, search, git-lite and handoff tools inside one workspace folder, and doubles as shared memory between sessions through a...

Qovia MCP server and API: public data from 20+ platforms, including Douyin, Xiaohongshu (RedNote), Weibo, Bilibili, Zhihu, TikTok, YouTube, X and Reddit, as structured JSON.