AI & ML

SourceSage is an MCP (Model Context Protocol) server that efficiently memorizes key aspects of a codebase—logic, style, and standards—while allowing dynamic updates and fast retrieval. It's designed to be language-agnostic, leveraging the LLM's understanding of code across multiple languages.

An MCP server that enables AI models to search the web using OpenAI's 4o-mini Search model, allowing access to up-to-date information for just a few cents per search.

Enables communication and coordination between different LLM agents across multiple systems, allowing specialized agents to collaborate on tasks, share context, and coordinate work through a unified platform.

Connects a Bitcoin Lightning wallet to your LLM using Nostr Wallet Connect, enabling payment functionalities within language models like Claude.

A comprehensive memory management system for Cursor IDE that allows AI assistants to remember, recall, and manage information across conversations through a user-friendly interface.

A Model Context Protocol server for Unity game development that enables users to manage projects, edit scenes, create prefabs, and generate scripts through natural language integration with Smithery.ai.

A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases, allowing them to query collections, inspect schemas, and manage data seamlessly through natural language.

Opens a browser to monitor and retrieve console logs and network requests, providing structured data about web page behavior to LLMs.

A Model Context Protocol server that enables users to create, check status, and get details of projects on Loveable.dev, a platform for quickly creating applications.

A foundation for creating custom Model Context Protocol servers that can integrate with AI systems, providing a simple BMI calculator tool as an example implementation.

A multi-functional computing platform server designed to integrate with large language models like Qwen, providing file access, database connections, API integration, and vector database functionality.

An MCP server enabling AI assistants to search and analyze pharmaceutical data through Cortellis. Features comprehensive drug search, ontology exploration, and real-time clinical trial data access.

Extracts components from Figma designs and transforms them into standardized JSON format for easy consumption by AI models and tools for interface reconstruction.

Comprehensive Model Context Protocol server that enables AI agents to interact with 30+ Ethereum-compatible blockchain networks, supporting token transfers, smart contract interactions, and ENS name resolution through a unified interface.

Unified Narrative Operator, seamlessly enrish and expand text, 5-in-1 Agentic design.

A Model Context Protocol server that provides AI-powered features for the Transcripter project, including tools for searching and summarizing transcriptions and resources for accessing transcription and analysis data.

Helps corporate HR teams airdrop Solana tokens to employees with support for role-based allocation and automated email notifications.

A server that enables AI assistants to execute JavaScript code with persistent context through stateful REPL sessions, file operations, and package management features.

A tool that helps easily register Anthropic's Model Context Protocol (MCP) in Claude Desktop and Cursor, providing RAG functionality, Dify integration, and web search capabilities.

A TypeScript application that allows Claude to safely execute bash commands with security safeguards including whitelisted commands, directories, and comprehensive logging.

Enables AI-powered applications to access and manipulate Airtable data directly from your IDE, supporting operations like querying, creating, updating, and deleting records through natural language commands.

An MCP server for interacting with Google's Chronicle Security Operations suite, enabling users to search security events, get alerts, look up entities, list security rules, and retrieve IoC matches.

An MCP server that enables AI assistants like Claude to help users manage their GitHub notifications through natural language commands.

A Model Context Protocol (MCP) server that interacts with system APIs, allowing users to check connections, search employees, register breakfast, and update chemical information by shifts.

A long-term memory storage system for LLMs that helps them remember context across multiple sessions using semantic search with embeddings to provide relevant historical information from past interactions and development decisions.

A server implementing the Model Context Protocol (MCP) to support Agent8 SDK development by providing system prompts and code example search capabilities through stdio and SSE transports.

A utility that helps diagnose and fix GitHub Actions workflow failures by analyzing run logs, identifying common failure patterns, and suggesting specific fixes through a structured decision tree.

An MCP-based messaging system that allows AI systems to interact with various messaging platforms through standardized tools for sending text, images, documents, buttons, and alerts.

A Model Context Protocol server implementation that wraps Harvest's REST API, enabling seamless interaction with Harvest's time tracking, client, project, and reporting features through MCP clients.

An MCP server that enables LLMs to search YouTube, retrieve video information, and access video transcripts through standardized tools.