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Hello World

Provides a basic Model Context Protocol server example with simple methods.

C++ Builder

Enables building C++ DLLs with custom export settings and analyzing their exports.

Clarion Builder

Automates Clarion IDE operations, project compilation, and build management.

Rebrandly

Generates short URLs using the Rebrandly API via a simple MCP server.

Excel

Automates Microsoft Excel operations, enabling AI agents to programmatically interact with workbooks, worksheets, cells, and data.

Jina AI

Integrates Jina AI's Reader, Embeddings, and Reranker APIs to offer a comprehensive suite of web content extraction, search, and AI-powered information processing tools.

Llama 4 Maverick

Integrates local Llama models with Claude Desktop, enabling private, custom, and cost-effective AI operations through the Model Context Protocol.

Presentation

Provides slides and materials for a workshop on deploying applications to Kubernetes.

LightRAG

Provides a tool-based interface to a locally running LightRAG HTTP API, enabling programmatic interaction with its capabilities.

Py

Simplifies the creation of Model Context Protocol (MCP) servers using the Server-Sent Events (SSE) protocol.

Agent

Transforms documentation into intelligent, searchable knowledge bases using advanced vector embeddings and Retrieval-Augmented Generation.

JsonTool

Enables large language models to efficiently edit I18Next and other JSON files using natural language commands.

Test

Exposes an API as tools to large language model clients using the Model Context Protocol (MCP).

Strava Activity

Exposes Strava athlete activity data to language-model tooling via a Model Context Protocol (MCP) server.

Masaq

Provides a secure and sandboxed gateway for AI agents to introspect and perform actions on local UNIX and GNU/Linux systems.

Aurora

Integrates multi-source bioinformatics data for LLM-driven queries on plant-compound-mitochondrial relationships, focusing on potential mitochondrial Complex I inhibitors.

Everlight

Deploys a remote Model Context Protocol (MCP) server on Cloudflare Workers, enabling AI agents to access custom tools without authentication.

Auto News

Automates Indonesian stock market news analysis by scraping articles, indexing them with semantic search, and enabling AI assistant queries.

GetMailer

Enables AI assistants to send and manage transactional emails via the GetMailer platform.

Rabel

Equips AI assistants with local-first, persistent memory, semantic search, and knowledge graph capabilities.

Correios Rastreamento

Provides a server for tracking Correios (Brazilian Post) parcels, featuring an integrated, high-accuracy CRNN CAPTCHA solver.

FitCheck

Provides AI-powered outfit recommendations by integrating real-time weather with a personal wardrobe database.

Carrier Accounting

Automates the full insurance carrier statement lifecycle from ingestion and reconciliation to posting transactions to Applied Epic.

Gcloud

Manages and monitors Google Cloud Build, Cloud Run, Artifact Registry, and Secret Manager resources programmatically.

MiniZinc

Exposes MiniZinc constraint solving capabilities to AI agents through the Model Context Protocol.

Radiomcp

Provides an MCP server, HTTP API, and CLI for searching and playing internet radio stations.

MeshDB

Provides a distributed full-text search and key-value database with semantic queries, vector embeddings, and LLM conversation indexing across multiple servers.

VSCode Terminal

Executes commands in visible VSCode terminal tabs with full output capture for enhanced real-time interaction.

Loopsense

Provides AI coding agents with real-time visibility into CI results, deployments, test outcomes, and file system changes.

Shared Memory

Establishes a persistent shared memory and coordination system for multiple AI coding agents working on software projects.