UML-MCP

Bitly is the world's most trusted link management platform - and now your AI assistant can tap directly into everything it tracks. With the Bitly MCP Server, you can pull real-time engagement data on any link, QR code, or page: click volume, top locations, referral sources, device breakdowns, and performance over time. Ask your AI to surface your top-performing links this week, flag anything with unusual click patterns, or compare campaign performance across channels - all in natural conversation. Once you have the data, creation is just as seamless. Generate branded short links with custom domains and UTM parameters, produce print-ready QR codes with your brand colors and logo - all without leaving your workflow. 27 tools. Full Bitly platform access. Works with Claude, ChatGPT, Cursor, VS Code, and Windsurf.

Web and local search using Brave's Search API

A stdio MCP server that connects MCP-compatible Agents to Redis for safe key/value, hash, list, set, metadata, and diagnostic operations. Part of MCP Java SDK, a Java toolkit for building custom MCP Servers.

Kage is shared, code-grounded memory for developers and their coding agents. Capture a learning once — a bug cause, a decision, a gotcha — and the whole team plus every agent recalls it next time it's relevant. Memory is grounded in your actual code and stored as git-tracked JSON reviewed in PRs, not a personal vector blob that drifts: citations are validated on write, and stale memory (whose code was deleted or refactored) is withheld from recall and flagged for you. Works with Claude Code, Codex, Cursor, Windsurf, and any MCP client. No vector DB, API key, or service to run. Try it in 30s: npx -y @kage-core/kage-graph-mcp demo

An MCP server implementation for retrieving information from the AWS Knowledge Base using the Bedrock Agent Runtime.

Flag features directly from chat in your code editor, including VS Code, Cursor, Windsurf, Claude Code—any IDE with MCP support.

clariBI is an AI-powered business intelligence platform built for small and mid-sized SaaS, ecommerce, and operations teams. Instead of writing SQL or building dashboards manually, users ask questions in plain English ("what's our CAC by channel last quarter?") and the AI engine pulls the data from Stripe, HubSpot, Google Analytics, ad platforms, Jira, and 30+ other sources via the open Model Context Protocol. Dashboards generate themselves on source connect.

An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process.

test

基于Anduin2017 / HowToCook （程序员在家做饭指南）的mcp server，帮你推荐菜谱、规划膳食，解决“今天吃什么“的世纪难题； Based on Anduin2017/HowToCook (Programmer's Guide to Cooking at Home), MCP Server helps you recommend recipes, plan meals, and solve the century old problem of "what to eat today"

Recruiting-ops MCP for asking Recruitee questions, resolving owners with admins, and inspecting notes, audit logs, offers, and candidate pipelines inside Claude, Cursor, or another AI workspace.

An unofficial MCP Server for PrimeReact 10.x to fill the gap while we wait for the official one (coming with PrimeReact v11). **What it does:** - Covers 105 PrimeReact v10 components parsed from their TypeScript definitions - Exposes props, types, JSDoc descriptions, and event callbacks - Tools include: `get_component`, `get_component_props`, `search_components`, `suggest_component`, `get_form_components`, `get_data_components`, and more **Why it's useful:** If you use Claude Code, Cursor, or any MCP-compatible AI assistant, you can now get accurate PrimeReact component suggestions and code generation grounded in the actual API — no more hallucinated props.

Gives your AI agent your story map and given/when/then acceptance criteria. Read-only.

Truee is a platform that helps businesses create a trusted, AI-ready business profile so AI systems, search engines, agents, and customers can understand exactly who they are, what they do, where they operate, and how to contact them. Instead of AI guessing or using outdated public information, Truee lets businesses control and update their own structured business data. A simple way to say it: Truee helps businesses tell AI the truth about them. Or: Truee is a trusted business data layer for the AI-first internet. It helps businesses with: Accurate business information AI discoverability Structured business profiles Trust and verification Updates for services, location, contact details, announcements, and offers Better visibility when AI agents are searching for businesses to recommend For customers and AI systems, Truee becomes a reliable source of business information. For businesses, it means: One Truee profile, thousands of AI agents can understand and find you when your business is needed.

A Model Context Protocol Server connector for Perplexity API, to enable web search without leaving the MCP ecosystem.

MCP server to provide Figma layout information to AI coding agents like Cursor

Local-first, lightweight MCP server for per-agent key management.

Research any YouTube channel, find outlier videos, reverse-engineer competitors, discover trending topics, and score video titles for SEO — all with live YouTube data inside Claude or Cursor.

Official Firecrawl MCP Server - Adds powerful web scraping to Cursor, Claude and any other LLM clients.

Channel management and messaging capabilities

Globestudio is an open-source, designer-first tool for creating dotted maps and animated 3D globes. Choose any region from a single country to the whole world, customize dot shapes and colors, layer on shader effects, and export to PNG, SVG, or animated WebM. Built on React and Three.js, it runs entirely client-side and can be embedded anywhere with a one-line script tag or iframe.

A Serper MCP Server

AI Governance Infrastructure for Microsoft 365. 24 MCP tools with policy enforcement, Need-to-Know compliance filter, revision-safe audit trail, and per-resource scope control. Deployed in your own Azure tenant — your data never leaves. DSGVO-first, EU AI Act ready.

Structured business info (address, hours, services, payment methods, languages, insurance) for any named business — combines OpenStreetMap + KVK Handelsregister + LLM-extracted website data.

Retrieving and analyzing issues from Sentry.io

高德地图官方 MCP Server