AI & ML

MCP (Model Context Protocol) Server. Maintains a structured knowledge graph of qualitative research entities including projects, participants, interviews, codes, themes, and findings, enabling researchers to track analytical development and connect evidence to conclusions.

A specialized MCP server that provides semantic search capabilities for Fuel Network documentation and Sway Language resources using a local vector database.

A comprehensive multi-market financial data server covering A-shares, Hong Kong, and US markets. It provides historical price data, financial statements, macroeconomic indicators, and automated analysis reports using a hybrid data source model (Baostock and AkShare).

A comprehensive Model Context Protocol server providing AI agents with real-time web search, AI answers, and content extraction capabilities powered by You.com APIs.

A bridge for SAS Viya environments that enables execution of SAS code through the Job Execution API, providing integrated log and listing results for statistical modeling and data analysis.

A powerful web search and content retrieval MCP server that combines Brave Search with AI-powered summaries and provides tools for fetching HTML, plain text, and metadata from websites.

A Zettlekasten-inspired persistent memory system using ChromaDB to provide AI agents with semantic search, evolving memory networks, and contextual awareness across coding sessions.

A specialized MCP server that integrates Google Gemini 2.5 PRO as an enterprise-grade UI/UX design and frontend architecture expert within Warp Terminal.

MCP (Model Context Protocol) Server. Provides a SQL interface for querying and managing Apache Iceberg tables through connections to Iceberg REST catalogs and S3-compatible storage, enabling data analysts to interact with data lakes without switching contexts.

Enables browser automation by managing Selenium Grid instances across Docker and Kubernetes, providing scalable Chrome, Firefox, and Edge environments for AI agents.

A specialized MCP server for web crawling and documentation extraction that transforms websites into clean, structured markdown optimized for AI context and RAG systems.

A comprehensive MCP server for Binalyze AIR that enables natural language interaction with digital forensics and incident response capabilities, including asset management, evidence acquisition, and investigation tracking.

A robust gateway that aggregates multiple Model Context Protocol servers into one interface, solving context limit issues by providing dynamic tool search instead of loading all schemas at once.

A self-hosted documentation management system that crawls, indexes, and enables semantic search across technical documentation using PostgreSQL and pgvector.

A mineflayer-based MCP server that allows AI agents to play Minecraft by providing tools for navigation, block manipulation, crafting, smelting, and game state observation.

A temporally-aware knowledge graph server that transforms conversations and structured data into persistent Neo4j graphs with support for episodic memory and dynamic relationship evolution.

An MCP server that allows you to query and interact with any documentation powered by Mintlify, providing AI-assisted answers and code examples directly within MCP clients.

Provides AI assistants with direct access to multi-vendor network devices for tasks like configuration management, health checks, and topology discovery through 35 specialized tools. It enables natural language control over platforms including Cisco, Juniper, and Nokia using SSH, NETCONF, and SNMP protocols.

A comprehensive Datadog monitoring MCP server that provides tools for CI/CD pipeline management, service logs analysis, metric querying, monitor/SLO tracking, and team management.

A professional translation server providing multilingual document and text translation, slide creation, and format conversion for DOCX, PDF, PPTX, and XLSX files through DocTranslate.io.

A specialized MCP server that converts CSV data into professional visualizations including line charts, bar graphs, and geographic world maps, returning base64-encoded PNGs for AI interfaces.

A robust MCP server for local music library management, offering intelligent scanning, 8-type album classification, and automated organization with AI-powered analytics.

A specialized MCP server for accessing Gene Ontology (GO) data, enabling AI systems to perform functional enrichment studies, gene annotation research, and hierarchical ontology navigation.

cotlib is a secure, high-performance Go library for parsing, validating, and generating Cursor-on-Target (CoT) XML messages. It features a comprehensive, embedded type catalog with metadata and XSD catalogue, robust validation logic, and LLM/AI-friendly search APIs. Designed for reliability, composability, and security.

A Wiki.js integration for Claude that enables full CRUD operations, page tree navigation, and advanced search within your self-hosted knowledge base.

A specialized MCP server that bridges AI assistants with SIEMENS WinCC Unified SCADA systems via GraphQL, enabling real-time monitoring, historical data querying, and alarm management.

A tool that enables LLMs to search for Amazon products and scrape detailed information like price, ratings, and descriptions without requiring API keys.

A Model Context Protocol server that enables AI assistants to search and retrieve Wikipedia articles in clean Markdown format for reliable information access.

A universal adapter protocol and MCP server designed to control and orchestrate hardware including robots, IoT devices, and microcontrollers like Raspberry Pi and Arduino via AI agents.

A comprehensive MCP server providing tools and resources for Bible study from the Faith, Hope, Love (FHL) API, featuring multilingual verse lookups, Strong's concordance, scholarly commentaries, and deep research capabilities for apocrypha and apostolic fathers.