MCP Content Summarizer Server
An MCP server that uses Google's Gemini 1.5 Pro to generate concise summaries of various content types.
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An MCP server that uses Google's Gemini 1.5 Pro to generate concise summaries of various content types.
Integrates with Atlassian Confluence to enable direct querying and retrieval of wiki content using CQL (Confluence Query Language) for seamless documentation…
Scans Next.js project directories to extract API route information, validation schemas, and type definitions for automated documentation and testing workflows
Provides a lightweight bridge to AWS CLI, enabling command documentation retrieval and execution with Unix pipe support using existing AWS credentials on the…
PHP-based tool for generating structured documentation from files, repositories, diffs, and URLs through a modular architecture with powerful configuration…
Converts diverse file formats to Markdown using MarkItDown utility, enabling unified text-based workflows for content migration, documentation, and analysis.
Analyzes and interacts with Swagger/OpenAPI specifications to enable dynamic API exploration, endpoint filtering, and schema validation for developers working…
Integrates with RepoMix to enable codebase retrieval and analysis for tasks like code review, dependency tracking, and automated documentation generation.
Integrates with Kibela knowledge bases to enable searching, reading, creating, and updating notes directly within conversation interfaces, providing seamless…
Integrates code analysis using a Neo4j graph database to enable structural insights, quality metrics, and natural language querying of codebases.
Provides pre-defined YAML prompts for common software development tasks as tools, including code review, refactoring, API documentation, test generation, and…
Integrates with Kibela API to enable searching, retrieving, and accessing collaborative documentation for knowledge management and AI-assisted workflows.
Integrates Retrieval-Augmented Generation using Qdrant vector database and embeddings to enable semantic search and management of documentation.
Enables HR departments to provide workplace policy information through a RAG-based chatbot that indexes, retrieves, and generates answers from PDF…
Converts LaTeX mathematical expressions to MathML using MathJax-node, enabling seamless mathematical notation translation for scientific and technical…
Facilitates structured product development through specialized AI roles (Product Manager, UX Designer, Software Architect) that generate documentation and…
Integrates Metal Framework documentation search and code generation capabilities for graphics-intensive application development.
Provides a validation and best practices framework for n8n workflows, enabling workflow validation, API integration, and workflow management through…
Provides specialized tools for Grey Hack game players to search GitHub for code examples, validate scripts against official API documentation, generate common…
Bridges Large Language Models with JetBrains IDEs to enable intelligent code completion, automated refactoring, and context-aware documentation generation.
Provides a FastMCP-powered interface for generating text, processing file content, and extracting article data from URLs with asynchronous operations and…
Integrates with Postman Tool Generation API to convert API collections into type-safe code for AI frameworks, enabling rapid development of AI-powered tools…
Integrates with Confluence Cloud to enable listing, creating, and analyzing organizational knowledge stored in spaces and documents using secure API token…
Integrates with Claude Desktop to analyze construction documents, enabling semantic search across architectural drawings and specifications through LanceDB…