AI & ML

A structured development workflow system that maintains persistent project context through five specialized operational modes and file-based state management.

A specialized MCP server that integrates with the National Provider Identifier (NPI) registry to search and retrieve detailed healthcare provider and organization data from CMS.

DREAM LAUNCHERS INTERIORS PRIVATE LIMITED

A FastMCP-based telnet client that enables AI agents to interact with legacy Bulletin Board Systems (BBS) through the Model Context Protocol. It features full ANSI terminal emulation, pattern-based screen reading, and automatic discovery of menus and navigation flows.

A comprehensive project management and planning server that enables AI agents to create, manage, and search hierarchical plans with phases, tasks, and artifacts via a structured API.

Provides tools for analyzing project structures, searching through codebases, managing dependencies, and performing file operations with advanced filtering capabilities.

MCP server for web search that extracts relevant excerpts instead of summarizing. BM25 + heuristic ranking, no LLM needed.

MCP server + $pathd daemon for the Path 402 Token Protocol — AI agent tools for discovering, evaluating, and acquiring tokenised content via $402

This MCP server provides an interface to Cloudinary's Upload and Admin APIs, enabling AI assistants to upload, search, manage, and retrieve metadata for digital media assets.

Proofly is an MCP server that provides professional deepfake detection tools, allowing AI models to analyze images via URL or base64 to identify face-swaps and synthetic manipulations with detailed face-by-face reporting.

A specialized MCP server for writing standardized metadata (IPTC/EXIF) to image files including HEIC and PNG, specifically optimized for macOS Spotlight search integration.

MCP (Model Context Protocol) Server. Integrates with the National Weather Service API to provide real-time weather alerts by state and detailed forecasts by geographic coordinates for US locations.

A gamified self-reflection tool for LLMs that implements a finite 'cookie jar' economy, allowing models to earn rewards for high-quality responses based on user-controlled scarcity.

A containerized MCP server that enables AI agents to remotely manage OpenWRT routers via SSH, supporting system monitoring, network configuration, and OpenThread Border Router management.

A cryptocurrency data MCP server that provides real-time exchange details and currency rates via the CoinCap API, featuring built-in rate limiting and retries.

MCP (Model Context Protocol) Server. Enables parallel communication with multiple unichat-based servers, allowing users to query different language models simultaneously and compare their responses through organized message routing and storage.

A Python-based MCP server that provides image analysis and recognition using multiple vision models like Gemini, GPT-4o, and Qwen-VL via URLs or Base64 data.

MCP (Model Context Protocol) Server. Integrates with Mailchimp's marketing platform API to enable email campaign management, creation, sending, and automation workflow control through the FastMCP framework.

Provide trusted, contextual answers to both humans and agents using your enterprise knowledge graph with Stardog's Semantic AI Platform.

An MCP Server for Kafka clusters to interact with kafka environment via tools on messages, topics, offsets, partitions for consumer and producers along with seamless integration with MCP clients.

Manage multi - location presence, including listings, reviews, and social posting, via uberall.

The NCI GDC MCP server provides a natural language interface for researchers to query and analyze harmonized cancer genomic and clinical data from the National Cancer Institute's Genomic Data Commons.

MCP (Model Context Protocol) Server. Enables LLMs to interact with GraphQL APIs through schema introspection and query execution, with security measures like disabled mutations by default.

MCP (Model Context Protocol) Server. Exposes Azure cloud resource management capabilities including subscription management, resource group operations, resource listing, and storage account validation through Azure SDK libraries with environment-based authentication.

Unofficial MCP server for the Pharos database by the National Center for Advancing Translational Sciences (NCATS), providing access to target, drug, and disease information for drug discovery research.

MCP (Model Context Protocol) Server. Aggregates academic data from Semantic Scholar, OpenAlex, Crossref, and Google Scholar to discover research collaborators with collaboration frequency counts and extract research keywords from scholar profiles for academic network analysis and collaboration mapping.

Enables AI models to access comprehensive Chinese enterprise data from the Qixin Open Platform, including business details, risk analysis, and legal records through structured API tools.

Unofficial MCP server for OpenNeuro, providing access to open neuroimaging datasets, study metadata, and brain imaging data for neuroscience research and analysis.

Unofficial MCP server for the Open Targets Platform, providing access to target-disease associations, drug discovery data, and therapeutic hypothesis generation for biomedical research.

MCP (Model Context Protocol) Server. Integrates with cryptocurrency daemon RPC interfaces to enable secure querying and management of blockchain networks, with initial support for Zcash.