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HN Companion MCP is a server that fetches and processes Hacker News discussions, preparing them for Claude to generate high-quality summaries. It analyzes the hierarchical structure of comments, scores them based on community engagement metrics (upvotes, downvotes, replies), and formats the data optimally for summarization. The implementation includes both a CLI for direct use and a JSON-RPC server that follows the Model Context Protocol specification, making it particularly valuable for users who want to quickly understand key insights from lengthy HN threads without reading all comments.

BundlerMCP is a server that enables AI agents to query information about Ruby gem dependencies in a project's Gemfile. Developed by Mike Subelsky under MIT license, it provides tools for listing all project gems and retrieving detailed information about specific gems including versions, descriptions, installation paths, documentation locations, and source code files. Built with fast-mcp, it runs in the correct Bundler environment through binstubs, making it particularly valuable for developers who need AI assistants to understand and work with their Ruby project dependencies.

Python MCP server for ParlayAPI sports odds and props. Public discovery needs no key; account data uses your own key. Includes signup, login-email, checkout-link and preference actions. MIT code; API data redistribution rights are not included.

MCP server + web dashboard for TouchDesigner. Inspect, optimize, and control TD patches from Claude Code or the browser.

Enables semantic recommendation for Obsidian vaults, allowing users to find related notes, forgotten knowledge, and missing connections through embedding similarity and wiki-link graph analysis.

Airtable MCP Pack — wraps the Airtable REST API v0

A Model Context Protocol (MCP) server that gives Claude a persistent personal notebook. Notes are stored on disk as JSON, so they survive restarts and are shared across every tool and resource.

A server that provides tools to search news articles and fetch top headlines using the GNews API.

Enables managing blog posts on Taita Blog via natural language, including creating, listing, updating, and deleting posts, as well as managing categories and tags.

Financial research data backend for AI agents, offering standardized financial data, semantic news and event search, paragraph-cited company filings, and alternative data across US, Japan, Hong Kong, and China A-shares.

The missing package manager for MCP servers — install, configure, and manage MCP servers with a single command

12 web scraping tools for AI agents: Reddit, Amazon, eBay, Google Maps, Yelp, YouTube, TikTok

Real-time Singapore government data for AI agents. Weather forecasts, air quality (PSI/PM2.5), HDB carpark availability, and taxi supply from data.gov.sg.

Embeds an MCP server directly in the Godot Editor, enabling AI assistants to inspect and operate running Godot projects. Provides 120+ tools for scene editing, scripting, UI creation, project management, and play-mode automation with input simulation. Supports Godot 4.2+ and .NET projects with both GDScript and C# script tools.

MCP server and CLI for controlling Ulanzi TC001 Smart Pixel Clock via AWTRIX3 HTTP API. Enables power, brightness, notifications, and more from AI assistants.

Enables users to search and query City of Tucson GIS open geospatial datasets (zoning, parcels, public safety, transport, city services) through natural language.

A Model Context Protocol server that enables AI assistants like Claude to interact with Mixpanel analytics, allowing them to track events, page views, user signups, and update user profiles directly through natural language requests.

Provides access to Fumadocs documentation through tools for searching, browsing, and retrieving framework-specific setup guides. Enables queries against the Fumadocs knowledge base with specialized tools for getting component documentation, framework installation instructions, and topic exploration across documentation sections. Includes intelligent caching and content extraction from structured documentation indexes.

Query Google Analytics 4 (GA4) data directly via the Analytics Data API.

Provides web search, content extraction, and AI summarization capabilities using the GLM-4.7-Flash model. It enables users to perform web searches, fetch website data, and generate concise content summaries through integrated tools.