"A service for finding modern and well-maintained Python packages for solving problems" matching MCP servers:

• Todo for AI MCP Server

  todo-for-ai

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  security

  A

  license

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  quality

  Provides AI assistants with a standardized interface to interact with the Todo for AI task management system. It enables users to retrieve project tasks, create new entries, and submit completion feedback through natural language.

  Last updated 2026-03-24

  4

  Apache 2.0

• No-as-a-Service (NoaaS)

  Koneisto

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  security

  A

  license

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  quality

  Provides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.

  Last updated 2026-01-21

  5

  MIT

• Chainflip Broker as a Service

  CumpsD

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  security

  A

  license

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  quality

  Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and track progress. No API key required to get started.

  Last updated 2026-03-21

  2

  MIT

• MCP for Vivado

  lzw12123

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  security

  F

  license

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  quality

  An AI-centric MCP server that enables automated Xilinx Vivado workflows, including project management, synthesis, implementation, and timing analysis. It allows AI agents to drive hardware design processes while integrating directly with the official Vivado GUI for visual context.

  Last updated 2026-04-08

  1

• Managed Service for Microsoft

  ag2-mcp-servers

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  security

  F

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  An MCP (Multi-Agent Conversation Protocol) server that enables interaction with Google's Managed Service for Microsoft Active Directory through its OpenAPI, allowing users to manage identity resources through natural language.

  Last updated 2025-07-16

• mcp-for-docs

  shayonpal

  A

  security

  A

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  quality

  Automatically crawls documentation websites, converts them to organized markdown files, and generates condensed cheat sheets. Intelligently categorizes content into tools/APIs and provides local-first access to downloaded documentation.

  Last updated 2025-10-27

  3

  GPL 3.0

• MCP Server for Splunk

  deslicer

  A

  security

  A

  license

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  quality

  Enables AI agents to interact seamlessly with Splunk environments through 20+ tools for search, analytics, data discovery, administration, and health monitoring. Features AI-powered troubleshooting workflows and supports multiple Splunk instances with production-ready security.

  Last updated 2026-03-30

  52

  21

  Apache 2.0

• Call For Papers MCP

  alperenkocyigit

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  security

  A

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  quality

  Enables searching for upcoming academic conferences and events from WikiCFP by keywords, returning detailed information including dates, locations, submission deadlines, and related resources.

  Last updated 2025-10-27

  4

  GPL 3.0

• Blender MCP for Antigravity

  kc0ed

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  security

  A

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  Windows-optimized MCP server that enables control of Blender 4.0+ through 21+ tools for scene management, object manipulation, and asset downloads from PolyHaven, Sketchfab, Hyper3D, and Hunyuan3D.

  Last updated 2025-12-14

  12

  MIT

• claude-debugs-for-you

  jasonjmcghee

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  security

  A

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  quality

  Enable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.

  Last updated 2025-12-20

  2

  498

  MIT

• MCP Server for OSCAL

  awslabs

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  security

  A

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  quality

  Provides AI assistants with specialized tools to interact with NIST's Open Security Controls Assessment Language (OSCAL) framework. It enables agents to retrieve schemas, explore models, and generate valid OSCAL documentation for security compliance automation.

  Last updated 2026-04-13

  35

  Apache 2.0

• markdown-for-agents-mcp

  JohnnyFoulds

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  security

  A

  license

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  quality

  MCP server for AI agents -- fetch any URL with full JavaScript rendering (Playwright/Chromium) and convert to clean, token-efficient markdown. Works on React, Vue, Angular, and any JS-heavy page. Includes web search, batch fetching, binary file download, LRU cache, SSRF protection, and structured output.

  Last updated 2026-04-07

  MIT

• What's for Dinner? MCP Server

  a2345sooted

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  security

  A

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  quality

  Helps users decide what to eat by randomly selecting meals from a database of 100+ options or a custom list using an interactive spinning wheel widget. It supports cuisine filtering and provides an engaging visual interface to resolve mealtime indecision.

  Last updated 2026-02-02

  MIT

• MCP Server For Local

  Dreamboat-Rachel

  A

  security

  A

  license

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  quality

  A customizable Model Context Protocol server implementation that enables AI models to interact with external tools including weather queries, Google search, and camera control functionality.

  Last updated 2025-04-09

  1

  14

  Apache 2.0

• mcp-server-for-powershell

  danielklecha

  A

  security

  A

  license

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  quality

  Unofficial Powershell MCP server

  Last updated 2026-01-26

  1

  MIT

• MCP Server for CAD

  Eklavvyaaaaa

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  security

  F

  license

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  quality

  Translates natural language commands into structured geometric operations for a simulated CAD engine using LLMs. It enables users to create shapes, modify dimensions, and perform 3D operations like extrusion through the Model Context Protocol.

  Last updated 2026-03-27

• mem0 MCP Server for Project

  KunihiroS

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  security

  F

  license

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  quality

  A bridge between MCP Host applications and mem0 cloud service, specialized for project management with capabilities to store, retrieve, and search project information within a structured format.

  Last updated 2026-03-11

  6

• MCP Server for Intercom

  raoulbia-ai

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  security

  A

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  quality

  An MCP-compliant server that enables AI assistants like Claude Desktop to access and analyze Intercom support tickets with full conversation history.

  Last updated 2025-04-25

  4

  7

  Apache 2.0

• AWS Well-Architected Framework

  artofthepossible

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  security

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  license

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  quality

  This server provides guidance and recommendations based on AWS's Well-Architected Framework for cloud architectures, enabling analysis and review focused on operational excellence, security, reliability, performance efficiency, cost optimization, and sustainability.

  Last updated 2025-02-06

• MCP Server for Google Search

  mcp-for-dev

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  security

  F

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  A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.

  Last updated 2025-05-15

  2

  5

  2

• mcp-for-azure-devops-boards

  danielealbano

  A

  security

  A

  license

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  quality

  MCP for Azure DevOps Boards is a MCP server that lets your favourite AI browse, query and update Azure DevOps work items as if it were a project manager. Written in Rust and optimized for tokens usagem, It runs via stdio or HTTP mode and uses standard Azure authentication with az login.

  Last updated 2026-04-07

  23

  6

  MIT

• Coze MCP Server For OpenClaw

  danielcy

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  security

  F

  license

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  quality

  Exposes Coze workflows as MCP tools, allowing AI clients to discover and execute workflows from a specified Coze workspace. It provides a simple way to integrate external skills into platforms like OpenClaw without needing local environment configurations.

  Last updated 2026-03-11

  94

• mcp-server-for-apache-ofbiz

  jacopoc

  A

  security

  A

  license

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  quality

  A proof of concept MCP server for Apache OFBiz

  Last updated 2026-02-20

  5

  Apache 2.0

• Quick Data for Windows MCP

  Beaulewis1977

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  security

  A

  license

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  quality

  A Windows-optimized server providing universal data analytics for JSON and CSV files through over 32 tools including schema discovery and interactive visualizations. It is specifically designed for seamless integration with Claude Desktop on Windows.

  Last updated 2025-06-16

  1

  MIT

• n8n Manager for AI Agents

  czlonkowski

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  security

  A

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  quality

  Enables AI agents to manage n8n workflow automation instances through tools for workflow CRUD operations, execution monitoring, and webhook triggering. It facilitates programmatic interaction with n8n instances via the n8n API with AI-optimized descriptions and error handling.

  Last updated 2025-06-26

  56

  MIT

• PsMCP - MCP Server for

  Chandrahas455

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  security

  A

  license

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  quality

  A server that allows AI tools like Claude and Cursor to automate and control Photoshop through natural language commands, enabling tasks like editing PSDs, toggling layers, and generating marketing creatives.

  Last updated 2025-07-30

  10

  MIT

• API for Chads

  chadbot0x

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  security

  A

  license

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  quality

  MCP server providing real-time crypto prices (Chainlink + Binance), Polymarket prediction market data, deep web research, and JS-rendered web scraping. All services available via x402 Solana micropayments.

  Last updated 2026-02-24

  MIT

• Gemini MCP Server for Claude

  Raydius

  A

  security

  A

  license

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  quality

  Integrates Google's Gemini AI models into Claude Code and other MCP clients to provide second opinions, code comparisons, and token counting. It supports streaming responses and multi-turn conversations directly within your existing AI development workflow.

  Last updated 2026-02-20

  3

  Apache 2.0

• Prompt for User Input MCP

  goldensansapple

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  security

  A

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  quality

  Enables AI models to interactively prompt users for input or clarification directly through their code editor. It facilitates real-time communication between assistants and users during development tasks.

  Last updated 2025-10-22

  MIT

• Cloudflare MCP Server for

  lennyzeltser

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  security

  A

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  quality

  Turns any static website into an MCP-searchable knowledge base by deploying a Cloudflare Worker that provides full-text search tools, enabling AI assistants to search and retrieve content from your site.

  Last updated 2026-03-12

  1

  MIT

• Minimal MCP Server for AutoCAD

  JooseokKim-DL

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  security

  F

  license

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  quality

  A FastAPI-based MCP server scaffold designed to extract material tables from AutoCAD DWG files. It enables users to automate CAD data processing by configuring drawing folder paths and layer-specific extraction parameters.

  Last updated 2026-02-25

• E0N-MCP-FOR-ETH

  E00N777

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  security

  A

  license

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  quality

  just a simple test for education

  Last updated 2025-10-27

  MIT

• Azure DevOps MCP Server for

  EreAlexandru

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  security

  F

  license

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  quality

  Enables interaction with Azure DevOps through natural language in Cursor IDE. Supports work item management, pull requests, builds, releases, test management, and guided workflows for development teams, QA testers, and release management.

  Last updated 2025-07-01

  1
• 

  PDF Export for AI Agentsofficial

  pdfcrowd

  A

  security

  A

  license

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  quality

  Well-designed PDFs from a single prompt. Describe what you need, get a professional document.

  Last updated 2026-02-20

  2

  46

  MIT

• HRFCO Service

  kwenhwang

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  security

  A

  license

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  quality

  Real-time hydrological information retrieval service that provides water level, precipitation, dam discharge data, and observatory location information.

  Last updated 2025-10-02

  1

  Apache 2.0

• CHOFF-A-MCP (Anamnesis)

  dd-dent

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  security

  A

  license

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  quality

  Enables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.

  Last updated 2025-07-03

  1

  MIT

• MCP Server for stock and

  aahl

  A

  security

  A

  license

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  quality

  MCP Server for stock and crypto

  Last updated 2026-03-26

  18

  372

  MIT
• 

  Service Atlas MCP Serverofficial

  service-atlas

  A

  security

  F

  license

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  quality

  Provides tools to communicate with a service dependency API, enabling users to query and interact with service relationship data and dependency mappings.

  Last updated 2026-04-14

  7

• Python Code Runner

  shibing624

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  security

  A

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  quality

  Enables execution of Python code in a safe environment, including running scripts, installing packages, and retrieving variable values. Supports file operations and package management through pip.

  Last updated 2025-10-09

  8

  Apache 2.0

• For Five Coffee MCP Server

  Kong

  A

  security

  F

  license

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  quality

  Enables AI assistants to fetch, search, and organize menu information from For Five Coffee café. Provides access to complete menu data, category filtering, and item search capabilities through both MCP and REST API interfaces.

  Last updated 2025-09-22

  4

• Python MCP Server Examples

  cyanmage

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  security

  A

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  quality

  A collection of Python-based Model Context Protocol servers that extend AI assistant capabilities with tools for calculations, AWS services (S3 and RDS), and PostgreSQL database operations.

  Last updated 2025-07-24

  MIT No Attribution

• A-Share MCP Server

  firmmaple

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  security

  A

  license

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  quality

  Provides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.

  Last updated 2025-07-17

  23

  MIT

• MCP Brain Service

  jomapps

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  security

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  license

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  quality

  Enables character management and semantic search for the Auto-Movie application through WebSocket communication. Supports creating characters with personality/appearance descriptions and finding similar characters using natural language queries with embedding-based similarity matching.

  Last updated 2025-10-04

• MCP-Python

  rhabraken

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  security

  F

  license

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  quality

  A server that enables interaction with PostgreSQL, MySQL, MariaDB, or SQLite databases through Claude Desktop using natural language queries.

  Last updated 2025-02-12

  1

• service-economics

  DigitalCoreApp

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  security

  A

  license

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  quality

  Free service management tools — playbooks, benchmarks, and instant service health analysis. DigitalCore MCP gives you free access to service management expertise directly in your AI assistant. Run a Service Reality Check to score your service health in 60 seconds. Access strategy playbooks for ser

  Last updated 2026-01-25

  MIT

• GEO Analysis for AI SEO

  houtini-ai

  A

  security

  A

  license

  B

  quality

  GEO (Generative Engine Optimisation). This tool shows you exactly how AI search engines see your content - claim density, writing quality, E-E-A-T signals, extractability. Research-backed metrics that correlate with 40% higher AI citation rates.

  Last updated 2026-03-22

  2

  37

  15

  MIT

• Two Truths and a Twist

  ErgodicLabs

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  security

  A

  license

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  quality

  An MCP-based trivia game server where AI creates rounds with two true statements and one false 'twist' about various topics, letting players guess which statement is false.

  Last updated 2025-04-09

  5

  MIT

• MCP Python Tutorial

  jhj0517

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  security

  F

  license

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  quality

  A demonstration server showing MCP implementation in Python with resource handling, tool operations, and reusable prompts for a simple user/post system with local database.

  Last updated 2025-04-27

• Python MCP Server

  hesiod-au

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  security

  A

  license

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  quality

  A Model Context Protocol server that extracts and analyzes Python code structures, focusing on import/export relationships between files to help LLMs understand code context.

  Last updated 2025-05-05

  6

  MIT

• Hello Service MCP Server

  felixboehm

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  security

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  license

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  quality

  A unified HTTP/HTTPS service that exposes Model Context Protocol (MCP) functionality over HTTP endpoints, allowing clients to list available tools and call them through a standardized API.

  Last updated 2025-07-26

  8