Secure, configurable terminal command execution with whitelisting, async processing, and robust logging for safe AI-driven interactions.

Weather data tooling featuring a stdio protocol, strong type safety, Zod validation, NWS integration, and TTL caching.

Gmail access with OAuth2, message search/read, attachment download with runtime password, and SSE-powered LLM integration for RAG and document collaboration.

Type-safe GitHub resource management suite delivering repos, issues, PRs, branches and releases with robust validation and multi-token support.

Comprehensive API-driven tooling to manage GitHub Actions workflows and runs across repositories with creation, inspection, triggering, and usage insights.

Hybrid architecture enabling Anthropic-compatible context protocol with Ollama Gemma for on-prem inference, persistent history, and Docker-ready deployment.

A compact logging tool for structured JSONL logs, daily rotation, and quick tool integration for AI-assisted debugging and audit trails.

Solana-focused MCP server delivering token, balance, yields, and sentiment data with Claude-ready MCP SDK.

Guides building a protocol that lets AI models call external tools with structured definitions and secure, scalable execution.

Windows-focused bootstrap to rapidly enable MCP integration with Claude Desktop, including filesystem and GitHub access.

Fully hosted MCP server enabling AI agents to access 250+ tools with built-in authentication and real-time status.

Klerk-based plugin exposing app models via a standardized API with filtering, pagination, and command execution.

Proof-of-concept integration that combines Grafana monitoring with a containerized stack, sample metrics, and ready-made dashboards for rapid experimentation.

Secure protocol layer enabling LLMs to interact with blockchain via Encryptum, featuring encrypted context, verifiable storage, and wallet-backed signing.

Graph-driven in-memory store for entities and relationships, enabling rapid context and relational reasoning across AI agents.

Wraps National Weather Service data into forecast and alerts tools with streaming and SSE options.

MuleSoft-based demo delivering Salesforce data through an agent-facing SSE-driven tool platform with real-time sessions.

A fast documentation bridge that scrapes HelloMoon docs, enabling smart search, datastream insights, setup guidance, and caching for rapid, accurate responses.

Lightweight Python implementation enabling modular model context sharing, secure token routing, and pluggable storage with flexible adapters.

Blueprint for AI-integrated JHipster applications enabling automatic context generation, intelligent prompts, and customizable workflows with pluggable AI backends.

Next-gen client enabling parallel tool execution with intelligent scheduling and real-time progress, distinguishing itself through non-blocking concurrency and robust fault isolation.

Minimal Go example showing typed tool definitions and JSON-RPC over stdin/stdout for quick tool integration.

Automates context-aware ALT text generation using a WAI-ARIA-guided decision tree with explicit reasoning and confidence scoring.

A multi-LLM astronomy assistant leveraging protocol-based integration with NASA APIs, SIMBAD, and exoplanet archives, delivering real-time data and intelligent tool orchestration for researchers and educators.