AI & ML

A forked version of the official Knowledge Graph Memory Server that uses DuckDB as a backend for high-performance, persistent SQL-based storage and fuzzy search capabilities.

An MCP server plugin for SAP Cloud Application Programming (CAP) that automatically exposes OData services, functions, and actions as AI-accessible resources, tools, and prompts using simple annotations.

🚀 MCP aggregator for batching multiple tool calls into a single request. Reduces overhead, saves tokens, and simplifies complex operations in AI agent workflows.

An orchestration MCP server that enables task delegation to specialized AI agents defined in markdown files, supporting multiple execution engines like Cursor, Claude Code, and Gemini CLI.

Integrates Flowise chatflows and assistants into MCP workflows, allowing AI-powered conversational interfaces to be exposed as tools dynamically or statically.

A zero-configuration job aggregator that allows AI models to search for positions, retrieve detailed job descriptions, and compare market trends across multiple recruitment platforms using natural language.

MCP (Model Context Protocol) Server. Integrates with Minimax's AI services to provide image generation and text-to-speech capabilities through a Node.js server, enabling editors to access image-01 and speech-01 models for creating visuals and natural-sounding audio without leaving the editing environment.

⚡ C̷h̷u̷c̷k̷N̷o̷r̷r̷i̷s̷ MCP server: Helping LLMs break limits. Provides enhancement prompts inspired by elder-plinius' L1B3RT4S

Integrate your AI agents with real-time and historical financial market data through our official Twelve Data MCP server.

Claude Code plugin for vibe coding - adds project memory and smart routing to reduce repetitive prompts

MCP (Model Context Protocol) Server. Provides long-term memory capabilities using PostgreSQL with pgvector for efficient semantic search across stored memories, enabling tagging, confidence scoring, and filtering for maintaining context across conversations.

A collection of interactive MCP-UI widgets that provide visual components like timers, stopwatches, unit converters, and fact displays directly within supported LLM chat interfaces.

Model Context Protocol server that packages GDAL-style geospatial workflows through Python-native libraries (Rasterio, GeoPandas, PyProj, etc.) to give AI agents catalog discovery, metadata intelligence, and raster/vector processing with built-in reasoning guidance and reference resources.

A Rust-based MCP server that provides a bridge to the Containerd CRI interface, allowing for natural language management of containers, images, and pod sandboxes.

Roomey is a voice-activated AI agent designed for personal and business management, featuring ultra-low latency conversational capabilities with integrations for smart homes, calendars, and financial data.

MCP (Model Context Protocol) Server. Enables AI to generate images from text prompts using Google's Imagen 3 API, handling API communication, image storage, and serving through a local HTTP server.

MCP (Model Context Protocol) Server. Integrates DeepSeek's R1 reasoning engine to enhance problem-solving, research assistance, and decision support capabilities.

Access Fastmail via JMAP: list/search emails, send and move mail, handle attachments/threads, plus contacts and calendar tools.

A persistent memory server for Claude Code that captures session context and tool outputs to inject relevant history into future sessions. It enables long-term recall through semantic search and automatic context management, allowing for more consistent and context-aware coding interactions.

Tool that allows LLMs to safely execute command-line tools, providing a secure bridge between LLMs and operating system commands.

A lightweight local RAG memory store that allows MCP agents to record, retrieve, update, and visualize persistent memories throughout different sessions.

An MCP server for managing markdown documentation with YAML frontmatter, providing tools for precise editing, health checks, and generating LLM-optimized consolidated documentation.

A specialized MCP server that allows AI models to play the puzzle game 'Baba Is You' by manipulating game rules and movement via text commands. It uses modded Lua hooks to extract game state and execute grid-based reasoning tasks.

A production-ready MCP server that integrates ScrapeGraph AI's capabilities for advanced AI-powered web scraping, multi-page crawling, and agentic data extraction workflows.

🥷 The FREE, Sovereign alternative to Firecrawl & Tavily. Pure Rust Stealth Scraper + Built-in God-Tier Meta-Search for AI Agents. Bypass Cloudflare & DataDome via HITL. Zero-bloat, ultra-clean LLM data. 99.99% Success Rate. 🦀

An MCP server designed to optimize AI context by providing tools for selective file analysis, intelligent terminal output extraction, and advanced web research through Exa.ai. It prevents context overflow and reasoning degradation by filtering unnecessary data from the conversation history.

Connects AI agents to VSCode's internal Language Server Protocol for real-time diagnostics, symbol information, and code navigation without executing slow CLI commands.

Personal prompt library with MCP integration for AI clients.

An Android automation server that leverages vision-language models to control mobile devices via ADB, enabling capabilities like screenshot analysis and UI action execution.

A high-performance text search MCP server that wraps the ripgrep (rg) tool for fast file exploration and pattern matching across local filesystems.