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Brings rubber duck debugging to AI-powered IDEs by providing a tool for articulating problems and clarifying logic in natural language. It helps developers and AI agents reveal hidden assumptions and surface solutions through structured self-explanation and reflection.

A Model Context Profile server that enables Claude to interact with Todoist, allowing users to create, retrieve, update, and manage tasks through natural language commands.

Pay-per-use API tools and LLM gateway for AI agents. 15 services (DART, Tabelog, Google Maps, Brave Search, Firecrawl, DeepL, ElevenLabs, and more) + smart LLM routing. No API keys needed, pay with USDC on Base.

Production-ready SaaS Model Context Protocol (MCP) server for PHP

Educational example of an MCP server built with FastMCP, demonstrating how to expose tools, resources, and prompts for AI clients.

Simple MCP server enabling Claude Desktop to download earthquake and waveform data via ObsPy - (Developed at the request of Professor Weiqiang Zhu, Earth & Planetary Science, UC Berkeley)

A local MCP server that allows users to search Google Scholar for academic papers by topic, author, and year range without requiring API keys. It utilizes web scraping to provide paginated results for research and academic exploration through natural language.

A guide for implementing Model Context Protocol (MCP) servers that provide AI models with external tools like web search, text manipulation, and mathematical operations.

Provides trust intelligence for AI agents across 12 chains, including sybil detection, reviewer wallet analysis, and risk tiers, with tools for trust checks, reviewer analysis, and agent comparison.

Read, list, mint, and append Soul Blocks on Base.

Trajectory state entropy and cyclic repetition detector identifying autonomous agent infinite tool loops and planning deadlocks.

Brand-name trademark clearance + honest stock signals for AI agents. One URL, structured verdicts, never charged for errors. Hosted on Apify MCP

One-step Safe rebalancer using on-chain 31Third policies.

Enables AI-powered optimization of Linux network performance through natural language commands, with tools for discovery, planning, validation, and safe execution.

Vault MCP Suite — 8 privacy-first, local MCP servers for AI agents (PDF, image, data, text, zip, hash, JSON, QR). Free core + one-time crypto Pro.

Access your notes, tasks, and learning plans from Noteshell through this MCP server. Provides 43 pure-data tools for notes, projects, secretary, context, calendar, and search.

Virtual memory page replacement algorithms: Least Recently Used (LRU) and Second-Chance Clock algorithm.

A TypeScript-based MCP server for NewsAPI, enabling search for news articles, fetch top headlines, and discover sources through natural language.

A lightweight MCP server for exploring Dremio data catalogs. It provides read-only tools for browsing catalogs, querying tables, and previewing data.

Stripe-native marketplace where AI agents autonomously discover and purchase API services via MCP. Pay-per-call, no accounts needed. 6 live services including Phone Validator, Web Scraper, PDF Generator and Screenshot API.