AI & ML

A Python-based MCP server that provides access to Indian stock market data from NSE and BSE, including price lookups and company searches.

A read-only MCP server designed to provide LLMs with secure access to local Markdown documentation through keyword search, semantic discovery, and structural analysis.

MCP (Model Context Protocol) Server. Integrates with the Materials Project database to search materials by elements or formula and retrieve detailed properties including formation energies, band gaps, crystal systems, and stability data for computational materials science research.

MCP (Model Context Protocol) Server. Integrates with Loxo's recruitment platform API to streamline hiring processes through automated candidate tracking, job matching, and task management.

MCP (Model Context Protocol) Server. Integrates with Observe platform for performance monitoring through OPAL queries, dataset management, monitor configuration, and semantic search of troubleshooting runbooks to enable natural language root cause analysis and system reliability investigations.

A specialized MCP server providing current weather and forecasts for 110 Japanese cities with natural language support for Japanese location names (Kanji, Hiragana, Katakana).

MCP (Model Context Protocol) Server. Integrates with Linux NetworkManager through libnmstate library to query current network interface configurations and apply declarative YAML-based network state changes for system administration and troubleshooting.

A documentation-focused MCP server providing hybrid semantic and keyword search across core Rust language resources like The Book, Reference, and Rustronomicon.

A robust MCP server for Zerodha Kite Connect that provides a mock trading environment with realistic order execution, risk management, and portfolio tracking for testing algorithmic strategies.

A tool-agnostic MCP server that integrates Factifai for automated testing, allowing users to asynchronously create tests and retrieve execution results using OpenAI or AWS Bedrock.

MCP (Model Context Protocol) Server. Integrates with Search1API to enable web searches, website crawling, and content extraction with configurable parameters, featuring specialized tools for image search and integration with Coze AI for generating structured research plans.

A persistent memory system for LLMs providing hierarchical compression and semantic search using ChromaDB to overcome context window limitations.

A productivity-focused MCP server that logs and analyzes LLM prompts to help users track learning progress and develop metacognitive awareness of their knowledge gaps.

MCP (Model Context Protocol) Server. Enables creation, reading, and management of personal notes directly within conversations through a lightweight text-based storage system

A Model Context Protocol server that enables LLMs to generate and save high-quality images locally using OpenAI's DALL-E 3 API with configurable quality and styles.

MCP (Model Context Protocol) Server. Integrates with Airbyte API to monitor data pipeline health, check connection statuses, and manage streams for real-time ETL process oversight.

MCP (Model Context Protocol) Server. Integrates project management tools for viewing, adding, updating, and deleting todo items with priority setting, tagging, and project assignment capabilities, enabling efficient task tracking and AI-assisted prioritization for software development workflows.

MCP (Model Context Protocol) Server. Integrates with GitHub's API to enable repository management, file operations, issue tracking, and code search through natural language conversation, streamlining development workflows without leaving your assistant interface.

A containerized Model Context Protocol server for the Fabric AI framework, providing access to over 233 crowdsourced prompt patterns across multiple LLM providers.

MCP server for converting HTML to Markdown with browser support and authentication. Reduces HTML size by 90-95% using trafilatura and BeautifulSoup4, with Playwright integration for JavaScript-rendered content.

A specialized MCP server providing real-time access to CISA's Known Exploited Vulnerabilities (KEV) catalog and NVD data for advanced threat intelligence and vulnerability analysis.

An MCP server that enables AI assistants to manage Anki flashcards via AnkiConnect, supporting deck creation, advanced card searching, media attachments, and synchronization.

MCP (Model Context Protocol) Server. Connects AI systems to Google Ads Keyword Planner API for SEO automation through keyword research, SERP analysis, and competitor insights without leaving conversations.

A BERT-powered extraction server that identifies meaningful keyphrases and metadata from local text documents using spaCy and sentence transformers. It provides accurate, context-aware keyword analysis while preserving privacy by only exposing extracted tags to the LLM.

Conduct AI-powered qualitative research interviews and surveys at scale with Agent Interviews.

MCP (Model Context Protocol) Server. Integrates with Pure Storage FlashBlade arrays to enable real-time monitoring, troubleshooting, and resource management.

MCP (Model Context Protocol) Server. Provides specialized tools for Grey Hack game players to search GitHub for code examples, validate scripts against official API documentation, generate common script templates, and transpile between GreyScript and JavaScript.

A file-based personal journaling server that enables AI assistants to record, search, and summarize journal entries with automatic hashtag extraction and a React-based web viewer.

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.

A specialized MCP server designed to accurately count letter occurrences in words, specifically created to solve the 'strawberry' counting problem common in LLMs.