Development Tools

A comprehensive MCP server that bridges Sentry error monitoring and Jira project management, allowing users to query issues and update tickets through natural language.

A local-first knowledge base server that provides AI assistants with persistent memory through semantic search and document management tools.

A comprehensive MCP server providing real-time weather data, granular hourly/daily forecasts, and geocoding services via the OpenWeatherMap One Call API 3.0.

A containerized server that enables AI clients to perform automated network packet analysis, protocol inspection, and traffic forensics using Wireshark/tshark. It features a stateless design that synchronizes PCAP files directly from GitHub for secure and ephemeral analysis sessions.

Provides user geolocation data to AI models by leveraging EdgeOne Pages Functions and the Model Context Protocol.

A lightweight MCP server that utilizes the Azure CLI for authentication to manage Microsoft Planner tasks, buckets, and plans via the Graph API.

A specialized MCP client that connects Claude Desktop to the KURA Notes API, enabling semantic search, creation, and lifecycle management of personal notes through natural language.

A hybrid Python and Node.js MCP server that integrates Playwright browser automation with specialized tools for navigating and extracting data from the Fourth platform. It enables automated login, module navigation, and structured reporting through a Claude.ai Custom Connector.

A specialized tool for developers to access Ant Design component documentation, props, and code examples directly within AI workflows for automated code generation.

A specialized MCP server for local semantic search and indexing of PDF documents with support for OCR, automatic reindexing, and rich context retrieval for LLMs.

Provides access to FlashLeads lead generation tools, allowing AI assistants to search for business contacts, retrieve lead information, and monitor web harvest tasks.

A robust MCP integration for Jira Cloud enabling AI agents to manage projects, perform CRUD operations on issues, and execute JQL searches through the official REST API.

A persistent, searchable long-term memory server that provides AI agents with local semantic storage for project details and preferences to reduce token costs.

A proxy server that provides secure access to Figma designs through the Model Context Protocol, allowing developers to search files, export assets, and extract design tokens via a central authenticated account.

A Railway MCP server that allows AI agents to manage projects, services, deployments, and environment variables directly through the Railway API.

A specialized MCP server for OpenShift cluster diagnostics, offering advanced monitoring for GPU utilization, vLLM metrics, storage forensics, and pod health via Prometheus and the oc CLI.

A Model Context Protocol server that allows Claude to interface with Jira via JQL queries for issue tracking and project management.

A versatile MCP server providing generative AI tools for image creation, text-to-speech conversion, background removal, and high-quality image upscaling.

A comprehensive document analysis server that handles large-scale files through intelligent segmentation and TF-IDF search, featuring 31 specialized tools for semantic validation and epistemological grounding.

An offline-first AI agent stack implementing the First Principles Framework (FPF) with a holonic architecture, providing sandboxed file operations and local LLM orchestration.

An MCP server that provides real-time weather and air quality monitoring for geographic coordinates and major Indian cities using the Weather Union API.

A comprehensive MCP server that provides access to the Li Data Scraper API for gathering detailed LinkedIn insights including profile enrichment, company intelligence, job listings, and social activity tracking.

A versatile MCP server providing image compliance checking, recipe lookups, and comprehensive file management including OCR, image compression, and Excel/JSON conversion.

A specialized MCP server for sandboxed Python execution that optimizes agent performance through progressive tool discovery, PII tokenization, and code-based skills persistence. It drastically reduces token usage by processing large datasets within the sandbox instead of the model context.

A specialized MCP server that converts Git repositories (public or private) into LLM-friendly formats, providing tools and resources for analyzing repository structure and content.

A starter template for building MCP servers with FastMCP, providing testing, linting, formatting, and NPM publishing setup.

A comprehensive weather and environmental data server providing current conditions, forecasts, air quality statistics, US weather alerts, and earthquake activity monitoring via coordinates or location names.

Interact with the Fathom.video API to manage meeting recordings, retrieve AI summaries and transcripts, and access team analytics through LLMs.

A robust Gmail management MCP server that enables AI-assisted email retrieval, drafting, and management with integrated professional writing frameworks and Google Calendar availability.

A robust MCP server for QuantConnect that enables AI assistants to manage trading projects, perform backtesting and optimizations, and deploy live algorithmic trading strategies via the QuantConnect API.