"An overview of semiotics and its concepts" matching MCP servers:

• its-just-ui MCP Server

  its-just-ui

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  license

  B

  quality

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  maintenance

  Enables AI-powered generation, customization, and documentation of its-just-ui React components. Provides tools for component generation, theme management, form creation, responsive layouts, and accessibility guidance.

  Last updated 2025-08-12

  9

  3

  4

  MIT

• Chain of Draft Thinking

  bsmi021

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  license

  A

  quality

  C

  maintenance

  Chain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic, iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to reasoning, API design, architecture decisions, code r

  Last updated 2025-03-26

  1

  62

  24

  MIT

• proof-of-commitment

  piiiico

  F

  license

  A

  quality

  A

  maintenance

  Supply chain risk scoring for npm, PyPI, and GitHub repos

  Last updated 2026-05-09

  7

  2

• mcp-chain-of-thought

  liorfranko

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  license

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  quality

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  maintenance

  mcp-chain-of-thought

  Last updated 2025-05-07

  15

  97

  21

  MIT

• MCP of MCPs

  eliavamar

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  quality

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  maintenance

  A meta-server that aggregates multiple MCP servers into a single interface, reducing token usage by 98%+ through progressive tool discovery and direct code execution that processes data between tools without consuming context window space.

  Last updated 2026-04-23

  16

  10

  Apache 2.0

• mcp-animal-of-the-day

  punkpeye

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  license

  A

  quality

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  maintenance

  Explore a new amazing animal every single day!

  Last updated 2025-11-08

  1

  9

• Symphony of One MCP

  ai-wes

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  license

  A

  quality

  C

  maintenance

  A multi-agent orchestration system that enables multiple Claude instances to collaborate through a centralized hub with a shared workspace and real-time communication. It features integrated task management, role assignment, and persistent memory to facilitate complex, synchronized agent workflows.

  Last updated 2025-07-01

  12

  2

  4

  MIT

• Divide and Conquer MCP Server

  landicefu

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  quality

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  maintenance

  Enables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.

  Last updated 2025-06-26

  15

  59

  7

  MIT

• Google Calendar and Meet MCP

  INSIDE-HAIR

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  license

  B

  quality

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  maintenance

  Enables comprehensive Google Meet and Calendar management through Google Calendar API v3 and Google Meet API v2, supporting calendar event creation with Meet links, space management, transcription, recording, attendance tracking, and meeting moderation controls.

  Last updated 2025-08-29

  24

  2

• Chain of Draft (CoD) MCP

  stat-guy

  F

  license

  B

  quality

  C

  maintenance

  Implements the Chain of Draft reasoning approach to generate minimalistic intermediate reasoning outputs while solving tasks, significantly reducing token usage while maintaining accuracy.

  Last updated 2025-03-04

  7

  13

• Usage And Billing MCP Server

  BACH-AI-Tools

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  license

  C

  quality

  C

  maintenance

  Enables access to Usage and Billing APIs for managing accounts, products, meters, plans, and usage reporting. Supports operations like creating products/plans, reporting usage, and retrieving billing information.

  Last updated 2025-12-07

  18

  MIT

• GCP Billing and Monitoring MCP

  RadiumGu

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  license

  C

  quality

  C

  maintenance

  Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.

  Last updated 2025-12-15

  40

  1

  Apache 2.0

• Chain of Thought MCP Server

  beverm2391

  F

  license

  D

  quality

  C

  maintenance

  An MCP server that uses Groq's API to expose raw chain-of-thought tokens from Qwen's qwq model, enabling LLMs to think step-by-step before responding.

  Last updated 2025-03-23

  1

  12

• Adaptive Graph of Thoughts MCP

  SaptaDey

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  license

  -

  quality

  C

  maintenance

  A scientific reasoning framework that leverages graph structures and the Model Context Protocol (MCP) to process complex scientific queries through an Advanced Scientific Reasoning Graph-of-Thoughts (ASR-GoT) approach.

  Last updated 2026-04-24

  30

  MIT

• mc-server-clash-of-clans

  Saunved

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  license

  -

  quality

  C

  maintenance

  MCP server for the Clash of Clans API. Can get player, clan information, analyze ongoing wars, as well as war logs (provided they are public).

  Last updated 2025-04-25

  4

  1

  ISC

• Chain of Draft Prompt Tool

  brendancopley

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  license

  -

  quality

  C

  maintenance

  Transforms prompts into Chain of Draft (CoD) or Chain of Thought (CoT) format to enhance LLM reasoning quality while reducing token usage by up to 92.4%, supporting multiple LLM providers including Claude, GPT, Ollama, and local models.

  Last updated 2025-09-08

  11

  19

  MIT

• Account and Transaction MCP

  ag2-mcp-servers

  F

  license

  -

  quality

  C

  maintenance

  An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.

  Last updated 2025-07-16

• Atom-of-thoughts

  kbsooo

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  license

  B

  quality

  C

  maintenance

  AoT MCP server enables AI models to solve complex reasoning problems by decomposing them into independent, reusable atomic units of thought, featuring a powerful decomposition-contraction mechanism that allows for deep exploration of problem spaces while maintaining high confidence in conclusions.

  Last updated 2025-05-14

  3

  56

  MIT

• Reuters Business and Financial

  BACH-AI-Tools

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  license

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  quality

  C

  maintenance

  Provides access to the Reuters Business and Financial News API to retrieve articles, trending news, and market data. It enables searching and filtering financial content by date, author, category, and keywords.

  Last updated 2025-12-07

  20

  MIT
• 

  Levels of Selfofficial

  levelsofself

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  license

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  quality

  C

  maintenance

  Provides access to thousands of interactive self-awareness scenarios, behavioral archetypes, and breakthrough exercises from the Levels of Self development game. It enables AI assistants to guide users through pattern recognition and developmental coaching across seven levels of self-awareness.

  Last updated 2026-04-12

  43

  MIT