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
281,892 tools. Last updated 2026-07-10 10:34
"An overview of semiotics and its concepts" matching MCP tools:
- Retrieve weather overview for an AllTrails trail by providing its numeric trail ID.MIT
- Creates a developer onboarding guide for a specified feature, covering overview, architecture, setup steps, key concepts, and file paths. Writes to docs/onboarding-{feature}.md.MIT
- Push a starter context bundle containing product overview, key concepts, constraints, and navigation for Shopify apps to target agents.
- Returns a structured overview of ComindMCP including its name, version, purpose, repository, and gateway endpoint. Use this first to understand the server before using other tools.MIT
- Get an overview of all Docker Compose projects on your VPS instance, including project names, status, and container details.MIT
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- Trace the ordered chain of prerequisite concepts needed to understand a target concept, enabling gap-filling and study sequencing.MIT
- Browse and filter feature specifications by status, priority, type, tags, module, or source. Get an overview of specs with progress and aggregate counts.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 a structured summary of a browser session, including pages visited, interaction counts, and error counts. Use this for an overview before inspecting specific console or network errors.Apache 2.0
- Retrieve a paginated list of all secrets in your deepset organization, including names and IDs, to get an overview before accessing specific secrets.Apache 2.0
- Search Chargebee product documentation for explanations of billing, payments, and subscription management concepts.MIT
- Retrieves row counts and distributions for assets, vulnerabilities, policies, and remediation tables. Provides an overview of all loaded Rapid7 data.MIT
- Retrieve a summary of the implementation plan for a blueprint, including project overview, epic names with phases and story counts, and timeline.MIT
- Retrieve OMOP concepts by specifying a code and its vocabulary, resolving ambiguity when the same code exists in multiple vocabularies.MIT
- Retrieve an overview of all tracked research entities, showing claim counts and last update times, to identify topics for deeper investigation.AGPL 3.0
- Retrieve a Markdown overview of all projects with hierarchy and sections, or get a detailed view of a single project with tasks grouped by sections.MIT
- Retrieve a combined overview of call center queue, agents, and flows in a single response.Apache 2.0
- Check if Google displays an AI Overview for a keyword in a specific location, and extract the summary text and cited sources.MIT
- Retrieve a compact overview of an engine's actions, descriptions, required parameters, and return types to identify the appropriate action.MIT