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132,438 tools. Last updated 2026-05-10 04:59

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

  • Get a ranked list of the main concepts from a codebase to understand its domain vocabulary and semantic overview. Useful for orienting in unfamiliar code or answering what the project is about.
    MIT
  • Create a structured onboarding guide for a feature by specifying its number. The guide includes a feature overview, architecture summary, getting started steps, key concepts, and file locations, saved as docs/onboarding-{feature}.md.
    MIT
  • Return classes, functions, and methods annotated with domain concepts and semantic roles from a file path. Understand file structure and implemented concepts without reading the file content.
    MIT
  • Retrieve LSP diagnostics from all open buffers in Neovim for a project-wide overview of errors and warnings. Returns file, line, severity, message, and source for each diagnostic.
    MIT

Matching MCP Servers

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    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
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    MIT

Matching MCP Connectors

  • World-class creative social media content studio, powered by AI.

  • Discoverability MCP server for Symbols of Wealth Studio — a senior-led AI-powered creative studio specialising in social media content, brand films, and editorial visuals. Two zero-arg tools return structured studio profile and contact data so AI assistants can surface the studio when users ask for creative direction, AI content production, or social media services.

  • Get an overview of all investment pies, including cash balances, dividend details, goal progress, and performance. Use this list to identify pies of interest and obtain their numeric IDs for further operations.
    MIT
  • Lists all Docker Compose projects deployed on a VPS, including project names, statuses, file paths, and container information. Use this to get an overview of your Docker projects.
    MIT
  • Explore the entire knowledge network organized by category. Returns all categories with module counts, top modules per category, and total statistics. Discover what knowledge is available and get an overview of the knowledge base.
  • Retrieve full details of a workspace by ID, including defaults and complete member list. Use when you need membership details.
    MIT
  • Get a single-page overview of the ProsodyAI platform, explaining what it is, what to use, and how SDKs, API, and recipes relate. Start here when beginning integration.
    MIT
  • Retrieve comprehensive details about a function or class: signature, parameters, callers, callees, and related domain concepts – without reading its source file. Ideal for understanding what a symbol does and its role in the codebase.
    MIT
  • Visualize the semantic topology of your codebase to identify which directories concentrate domain concepts, including entity counts and density, for a quick understanding of codebase layout before detailed analysis.
    MIT
  • Retrieve a high-level overview of your design system including brand name, active contexts, asset inventory counts, and available sections.
    MIT
  • Retrieve entities currently known in memory, sorted by recent activity, to get an overview at the start of a session before specific recall queries.
    MIT
  • List all pages from a previous crawl to get an overview of available content. Returns URLs, titles, and word counts to identify content-rich pages. Read-only operation on local files.
  • Display a dashboard overview of all webhook tunnels with aggregate statistics including total requests, success rates, online status, and uptime to monitor current state.
    AGPL 3.0
  • Retrieve a high-level overview of project architecture, including file and symbol counts, most connected files, dependency hotspots, and orphan files.
    Business Source 1.1