AI & ML

Model Context Protocol Benchmark Runner

A modular research pipeline that turns trending Reddit discussions into structured market events and options trade ideas.

AI-powered photogrammetry automation — MCP server for Agisoft Metashape Professional 2.3+. Control the full pipeline (alignment, dense cloud, mesh, texture, DEM, orthomosaic, export) using natural language through Claude or any MCP-compatible AI assistant.

A Model Context Protocol server that enables AI assistants to analyze local or remote images using Z.AI's GLM-4.5V vision model with support for reasoning exposure and high token limits.

A specialized MCP server for managing iOS and macOS Xcode String Catalog (.xcstrings) files, enabling automated, batch-processed translations via OpenAI with intelligent placeholder preservation.

A project management MCP server that manages long-term AI context via AGENTS.md files, a structured Kanban system, and context-isolated subagents for complex tasks.

MCP (Model Context Protocol) Server. Provides structured access to educational curriculum data, enabling subject exploration and detailed information retrieval based on grade level and keyword filters

MCP (Model Context Protocol) Server. Provides real-time Solana blockchain data access for checking SOL price in USD and retrieving wallet balances from addresses on the Solana mainnet.

A comprehensive MCP server for interacting with SAP Commerce Cloud (Hybris), enabling administrative tasks like FlexibleSearch, Groovy scripting, and ImpEx operations alongside product and order management.

MCP (Model Context Protocol) Server. Provides real-time cryptocurrency data through a Node.js Express server that interfaces with CoinGecko's API, automatically switching between free and Pro endpoints based on API key availability.

A specialized MCP server for AI-powered interview simulations, offering customizable roleplay scenarios, CV analysis, and real-time feedback for job seekers.

MCP (Model Context Protocol) Server. Integrates with Fireflies.ai API to enable retrieval, search, and summarization of meeting transcripts for natural language processing of meeting content.

MCP (Model Context Protocol) Server. Integrates privateGPT with MCP-compatible applications, providing chat management, knowledge source organization, and group-based permissions for diverse AI-driven projects.

MCP (Model Context Protocol) Server. Provides real-time access to news articles from various RSS feeds with tools for listing feeds, retrieving latest news by category, searching across all content, and fetching specific article details.

An MCP server that provides comprehensive xAI/Grok API documentation, allowing AI assistants to search bundled guides, fetch live documentation, and browse API endpoints or model specifications.

Agentix is a Python framework for building AI agents

Vibe Prospecting provides real-time access to comprehensive B2B company and contact data, enabling AI tools to perform lead generation, firmographic research, and automated outreach.

Provides access to Avanza's public API for real-time Swedish stock quotes, fund information, and comprehensive market data. It enables users to perform detailed stock analysis, compare funds, and retrieve portfolio holdings through natural language.

A cloud-based browser automation server that allows LLMs to navigate websites, interact with page elements, capture screenshots, and execute JavaScript without local browser dependencies.

An embedded MCP server for Obsidian that provides structured data management, fuzzy search, and file operations via standardized tools, allowing LLMs to interact reliably with vault content.

MCP (Model Context Protocol) Server. Provides a Bayesian Monte Carlo Tree Search engine for systematic exploration of different angles and interpretations, balancing exploration versus exploitation through probabilistic approaches that evolve through multiple iterations.

The first MCP Server dedicated to Bitcoin ecosystem

Provides AI agents with structured access to SignNow eSignature workflows, enabling tools for template management, document generation, signing invites, and status tracking.

A privacy-focused MCP server for parallel web searching, social media lookup, and web archive retrieval with built-in caching and result sanitization.

A comprehensive MCP server for Apache Airflow (versions 2.x and 3.x) that provides AI assistants with tools for DAG management, task execution logs, and system health diagnostics.

A robust web extraction server that enables LLMs to scrape single pages, crawl entire websites, and perform web searches with configurable engines like Playwright and Puppeteer.

MCP (Model Context Protocol) Server. Enables searching YouTube videos, retrieving detailed information, and extracting subtitles in English or Russian for referencing and analyzing video content during conversations.

MCP (Model Context Protocol) Server. Integrates with eToro's API to fetch financial portfolios, instrument details, and search capabilities for investment analysis and portfolio tracking without CORS restrictions.

A comprehensive MCP server for managing Google Cloud Platform resources including Compute Engine, Cloud Run, BigQuery, and Storage through a standardized interface.

Lightweight RAG server for the Model Context Protocol: ingest source code, docs, build a vector index, and expose search/citations to LLMs via MCP tools.