AI & ML

InfraNodus MCP Server transforms unstructured text into structured knowledge graphs using network science. It enables LLMs to perform advanced topic modeling, content gap detection, and graph-based retrieval (GraphRAG) for deep discourse analysis and memory management.

SpecLinter MCP transforms natural language specifications into structured development tasks with AI-powered quality grading, similarity detection, and automated Gherkin test scenario generation.

AI-powered mobile device automation for Android and iOS devices, emulators, and simulators

MCP (Model Context Protocol) Server. Enables AI to interact with Emacs by generating and executing Elisp code for buffer manipulation, text editing, and configuration changes without requiring users to write Elisp themselves.

MCP (Model Context Protocol) Server. Interact with MinIO AIStor object stores.

MCP server for Yuque — expose your knowledge base to AI assistants.

A robust note-taking MCP server that allows AI models to record, manage, and retrieve persistent notes and tasks using AWS DynamoDB storage.

A robust browser automation and accessibility auditing server that uses Playwright and Axe-core to perform WCAG compliance checks and handle complex web interactions.

Demo of ADK (Agent Development Kit) as an MCP (Model Context Protocol) client for flight search capabilities.

Content moderation and profanity detection MCP server with 19 tools, 24 language support, leetspeak/Unicode obfuscation detection, context-aware analysis, batch processing, and user tracking for AI-powered content safety.

A persistent Python REPL environment that allows for interactive code execution, stateful variable management, and dynamic package installation via PyPI.

An MCP server that enables Gemini searches with grounding in private Vertex AI data stores, allowing for RAG (Retrieval-Augmented Generation) across custom datasets.

A robust Model Context Protocol server that enables LLMs to interact with file systems through advanced reading, searching, and code quality analysis with optimized LRU caching.

A local-first cognitive memory system for AI agents that provides persistent storage, semantic search, and GTD task management across sessions using biological learning models.

A comprehensive MCP server designed for the Xiaozhi AI assistant, providing robust Windows system automation, lifestyle API integrations, and local media control.

Open-source AI development assistant via Model Context Protocol (MCP). Turn Claude or any LLM into your personal coding assistant. Privacy-first with local semantic search, AI-assisted editing, persistent memory, and quality-checked code generation. Built for Python & React. Free alternative to paid AI coding tools.

A powerful bridge that allows AI assistants to query and analyze cloud infrastructure across 100+ services using SQL and natural language through Steampipe.

A powerful Model Context Protocol server that leverages Cloudflare AI services to convert various file formats, including PDFs and spreadsheets, into high-quality Markdown descriptions.

A secure Python code execution environment using Docker containers that provides isolated sandboxes for running code, managing packages, and generating files for LLMs.

A comprehensive MCP server for interacting with the Readwise Reader API, allowing users to save, manage, search, and retrieve clean, LLM-friendly text content from their reading list.

A specialized MCP server for deep static analysis that uses Joern's Code Property Graph (CPG) to perform semantic analysis, taint tracking, and control-flow graphing across multiple programming languages.

A search-focused MCP server that integrates with the Exa Search API, providing advanced web search capabilities with filtering and content categorization.

A mcp server that bridges Dune Analytics data to AI agents.

An MCP server that enables interaction with running Clojure nREPL instances, offering capabilities for code evaluation, namespace inspection, and public var metadata retrieval.

Interact with CodeLogic, a Software Intelligence platform that graphs complex code and data architecture dependencies, to boost AI accuracy and insight.

An MCP server for AI agents to automate token swaps on Uniswap DEX across multiple blockchains.

A comprehensive MCP server for multimodal analysis that integrates Google Gemini and Vertex AI to perform image description, object detection, and video analysis with optimized file handling.

A comprehensive MCP server for GitLab integration that enables AI models to manage repositories, issues, merge requests, and wiki pages. It supports both stdio and SSE transports and features a configurable read-only mode for secure data access.

MCP (Model Context Protocol) Server. Lightweight Go server that loads and serves YAML-formatted prompt templates from a file system for easy organization and management of standardized prompts to AI models.

A Model Context Protocol server that bridges Claude Desktop with Unreal Engine 5.3, allowing users to create and manipulate 3D scenes using natural language via the Remote Control API.