Dynamically manages and transforms context metadata across distributed systems, enabling seamless information exchange and semantic interoperability.
Graph-powered code intelligence engine that indexes codebases into a knowledge graph and exposes it via MCP tools. Provides blast radius analysis, dead code detection, execution flow tracing, and git coupling analysis for AI agents.
Local desktop sandbox for AI agents with full GUI support, providing MCP protocol-compatible cloud-style sandbox capabilities on your local machine with both shell and graphical interface.
MCP server for VocoType, a privacy-focused offline voice input tool that converts speech to text locally without uploading any data, supporting MCP voice-to-text and AI text optimization.
MCP server for Xiaohongshu (Little Red Book) automation using Playwright. Supports auto-login, keyword search, note content retrieval, comment fetching, and intelligent comment publishing with multiple comment types including promotional, engagement, consulting, and professional modes.
MCP server for seamless integration with Instagram's Graph API, enabling profile info retrieval, media post management, engagement insights, image/video publishing, DM conversations, and webhook support for Instagram Business accounts.
Universal AI personality layer MCP server that applies consistent, scientifically-backed Big Five personality traits to any AI across Claude Desktop, Cursor, Windsurf, VS Code, and other MCP-compatible platforms, with preset and custom personality configurations.
AI-driven semantic code search MCP tool powered by Windsurf's reverse-engineered SWE-grep protocol. Enables natural language queries to find relevant code files and line ranges across codebases, with bundled ripgrep and cross-platform support for macOS, Windows, and Linux.
Geospatial analysis MCP server with epistemic reasoning that requires AI agents to justify methodological choices. Provides GDAL-powered raster and vector analysis with a reflection middleware system and 75% cache hit rate.
MCP server providing autonomous context awareness for development workflows. Continuously learns from codebase patterns and conversations using keyword analysis and relationship graphs to deliver relevant context when needed.
MCP server that lets LLMs interact with an Obsidian vault through the Local REST API community plugin. Provides comprehensive tools for reading, writing, and patching notes, executing Obsidian commands, managing periodic notes, searching vault content, and working with properties and tags.
An MCP server and CLI tool that intelligently analyzes YouTube videos by processing subtitles server-side, reducing token usage from thousands down to 200-500 tokens sent to the LLM.
An MCP server for creating and querying specialized knowledge bases using LightRAG, enabling AI assistants to consult domain-specific knowledge during reasoning via CLI and MCP interfaces.
A persistent memory system for AI coding agents that stores decisions, lessons, and context across sessions, available as an MCP server.
An MCP server that lets AI assistants use the Yandex Search API for web search, featuring AI-generated answers via Yandex Yazeka model and real-time web search with sources.
An MCP server that enables Claude Desktop to control and interact with the Godot game engine editor, featuring Meshy API integration for generating dynamic 3D scenes.
Agent Collaboration MCP Server enabling multiple AI agents (Claude Code and Gemini) to collaborate by launching, controlling, and communicating across tmux sessions.
Local-first memory MCP server using Voronoi partitioning to manage context and prevent hallucinations from stale data. Provides persistent temporal memory for Claude and Codex.
An MCP server that triangulates customer support tickets and feature requests to help product managers decide what to build next by analyzing and prioritizing user feedback.