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.

MCP-driven astronomy assistant integrating NASA data, SIMBAD, exoplanet catalogs, and real-time space data with multi-LLM support.

Lightweight filesystem demo with metadata-rich operations like listing, reading, writing, and symlink creation using a Model Context Protocol toolkit.

Lightweight agent framework seamlessly accessing diverse tools via MCP servers for real-time data and domain-specific processing.

Learn to auto-expose FastAPI endpoints as MCP tools with zero-config, preserving schema and docs for seamless agent integration.

Scalable OpenAPI endpoint discovery using in-memory semantic search and instant endpoint docs for Claude integration.

Modular bridge linking LLMs with business systems, enabling natural-language operations and tool-driven actions with real-time monitoring.

YAML-configurable memory context that supports Mem0 memory ops, STDIO and HTTP transports, with user-specific memories and Docker deployment.

Java-based LangChain4j client enabling SSE and STDIO transports, private LLM access, and dynamic tool provisioning for Spring Boot integrations.

Real-time Pump.fun tokens and market analytics with discovery, holders, and trading insights on Solana.

Lightweight starting point connecting LLMs to real-world tools via an open protocol, with a minimal client and example agents.

Real-time Jupyter integration enabling live code execution, image extraction, and notebook management with strong security and robust error handling.