Awesome MCP Servers

An MCP server that provides tools to interact with Powerdrill datasets, enabling smart AI data analysis and insights.

Build custom MCP tools on any datasource and ship them to any agent builder from one control plane—using only SQL and a secure link.

Integration with QA Sphere test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs

Implement semantic memory layer on top of the Qdrant vector search engine

Semantic search using the Qdrant vector database.

Interact with the RAD Security platform which provides AI-powered security insights for Kubernetes and cloud environments.

Interact with Ramp's Developer API to run analysis on your spend and gain insights leveraging LLMs

Over 70M+ premium IPs via Rapidproxy - Enjoy easy data extraction, avoiding CAPTCHAs, IP blocks with 220+ locations targeting, non-expiring traffic.

Interact with your crash reporting and real using monitoring data on your Raygun account

Create, schedule, and publish LinkedIn posts directly from Claude Desktop or ChatGPT through natural conversations

Enable Similarity-Distance-Magnitude statistical verification for your search, software, and data science workflows

Up-to-date documentation for your coding agent. Covers 1000s of public repos and sites. Built by ref.tools

Releasebot finds and watches release note sources from hundreds of products and companies.

Create spaced repetition flashcards in Rember to remember anything you learn in your chats

Send emails directly from your editor using the Resend API.

Debug your remote Node.js and Next.js applications directly from your AI IDE like Cursor.

Arbitrary code execution and tool-use platform for LLMs by Riza

Equip AI agents with evaluation and self-improvement capabilities with Root Signals.

Turn any language model into a multimodal powerhouse that can generate images, music, videos and more on the fly. Rostro's tools are designed to be used by language models from the ground up, expanding capabilities with minimal context bloat.

MCP server to interact with Routine: calendars, tasks, notes, etc.

Scout's official MCP pipes error, trace and metric data from production to your AI agent

Integrate real-time Scrapeless Google SERP(Google Search, Google Flight, Google Map, Google Jobs....) results into your LLM applications. This server enables dynamic context retrieval for AI workflows, chatbots, and research tools.

Turn websites into datasets with Scrapezy

Render website screenshots with ScreenshotOne

An Ai Video Agent that can generate professional and complex videos with simple prompts and context images.

One API for Search, Crawling, and Sitemaps

Enable AI agents to secure code with Semgrep.

Official MCP server for Sentry.

The Shipyard CLI provides an MCP server for agents to manage Shipyard environments directly: by pulling logs, comparing branches, running tests, and stopping/starting environments..

MCP client with model switching, assistants and agentic mode.