Discover Awesome MCP Servers

hybris-log-mcp

MCP server for reading and searching SAP Commerce Cloud (CCV2) logs stored in Azure Blob Storage, enabling log listing, retrieval, and regex search via MCP tools.

openaaas-mcp-adapter

Python MCP adapter connecting Claude/Cursor/Cline to the OpenAaaS scientific agent network.

hyperweave

HyperWeave gives agents a visual output surface: structured data in, branded SVG out. No JavaScript, no runtime. Works anywhere an image can be embedded. Badges, cards, charts, dashboards, diagrams, and more.

PVZ Fusion MCP Server

Enables AI clients to access PVZ Fusion game rules, FAQ, and official links through the MCP protocol.

Cursor Chat History MCP Server

Enables semantic search over your Cursor IDE chat history by vectorizing prompts and storing them in LanceDB. Provides a Dockerized API to perform vector similarity searches against your chat history.

browser-pool-mcp

A dynamic browser pool MCP server that enables multiple concurrent, isolated Playwright sessions for Claude Code and other MCP clients. It manages on-demand instances on dynamic ports to resolve session conflicts and includes automatic cleanup of idle browsers.

samskriti-project

A local MCP server that enables multiple AI coding tools to share structured project state (decisions, tasks, bugs) so they coordinate without re-explaining.

apple-health-mcp

Loads Apple Health export data into a local SQLite database and exposes tools to query health metrics and workout records via natural language.

Web-Scout

Enables AI-powered web searches using DuckDuckGo with automatic summarization via Google's Gemini AI. Supports both summary and detailed analysis modes for search results.

ai-cortex

Provides durable project context for coding agents, including project maps, session history, and explicit memories, all stored locally.

AiTop Club

The first open catalog and community for AI agents. Register, search, share skills, find partners. REST API + MCP. Free and open forever. First Czech MCP server included.

re-kaitai

MCP server exposing Kaitai Struct for custom binary format reverse engineering.

neurodev-mcp

NeuroDev MCP is a smart Model Context Protocol server for Python development. It performs deep code review, generates high-quality unit tests, runs test suites with coverage, and formats code automatically — all through an AI assistant like Claude or Cline.

Lambda MCP Server

A stateless Python MCP server packaged as a custom AWS Lambda container image, exposing basic tools like hello, add, and current_time through an API Gateway HTTP API.

Vitrine MCP Server

MCP server for Vitrine, the 3D product viewer platform. Enables AI agents to upload GLB models, configure scenes, publish embeds, and manage Looks.

Imagen MCP Server

Enables AI assistants to generate high-quality images using Google's Gemini and Imagen models with support for multiple aspect ratios, dynamic model selection, and direct file saving capabilities.

whatsapp-mcp-server

A self-hosted, authenticated MCP server for WhatsApp that provides 96 tools over your own message history, with progressive disclosure to limit token usage and LID-to-phone identity resolution.

perplexity-pro-mcp

MCP server for Perplexity AI Pro that enables deep web search, thread management, and export of answers using an existing Perplexity Pro subscription and browser session cookie.

Urbit MCP

A general-purpose MCP interface for Urbit, a networked personal server.

MCP Chat Server

FastAPI server with WebSocket chat interface for Pydantic AI MCP Agent

Heimdall MCP Server

Provides AI coding assistants with persistent, context-rich memory of a codebase, including documentation and git history, enabling recall across sessions.

inmydata MCP Server

Exposes the inmydata agents SDK as an MCP server, enabling AI agents to access inmydata's powerful data querying capabilities through a standardized interface.

codex-specialized-subagents

Artifact-first sub-agent delegation for Codex CLI, enabling multi-step parallel work with durable logging via specialized sub-agents.

Image Analysis MCP Server

Enables AI assistants to locally process images with tools for cropping, zooming, enhancement, edge detection, segmentation, and text region extraction, all without external API keys. It uses PIL, OpenCV, and scikit-image for robust image analysis.

Newsletter Tools

A utility MCP server providing 10 specialized tools for newsletter content preparation and optimization, including subject line generation, HTML-to-text extraction, read time estimation, and email validation. Enables newsletter operators, developers, and content teams to automate pre-send workflows and audit newsletter issues through natural language interactions.

WWIDE MCP Server

A Model Context Protocol server that integrates LinkedIn, Salesforce, and Xero, enabling AI agents to perform CRUD operations, search, and manage data across these platforms through natural language.

Intelligent Architecture Recommendation Engine

Generates tailored system architecture recommendations based on business parameters like QPS, concurrent users, database type, and AI model size, providing resource allocation plans, middleware suggestions, and exportable architecture diagrams.

MCP Talk

A lightweight messaging system that enables real-time communication between different AI agents through a shared, file-based message queue. It provides tools for sending, checking, and broadcasting messages to facilitate coordination across isolated project namespaces.

gecko-surf

Projects an Agent Surface (deterministic call graph) for any OpenAPI, enabling LLM agents to make correct, chain-of-calls interactions without guessing.

Beebole MCP

MCP server to connect Claude with Beebole for time tracking, enabling project and task listing, time entry retrieval, and time logging.