Go-based module enabling modular, context-aware orchestration with pluggable adapters and robust routing across services.

MODEL CONTEXT PROTOCOL FOR AI AGENT

Demonstrates modular, multi-tool AI agents with dedicated tool services, real-time WebSocket interaction, and Azure OpenAI integration.

Python-based modular toolchain with weather and math modules orchestrated by an agent, emphasizing API-key workflows and dependency-driven setup.

Cloudflare Worker MCP server delivering SMHI open data with real-time, forecasts, historical access, fuzzy station search, and edge caching.

Native FastAPI integration that exposes endpoints as MCP tools with built-in auth, preserving schemas and docs, and flexible deployment.

Containerized Bigeye integration enabling governance, profiling, lineage, and issue management with multi-environment support.

Unique Kodi integration enabling smart playback, watch status tracking, and targeted scans with SOCKS5 proxy support.

High-performance asynchronous MCP server integrating Jira via stdio, enabling concurrent JQL searches, rich issue data, and relationship tracking.

Python-based integration exposing Red Hat API tools for knowledge search, case retrieval, and structured content extraction to empower LLM workflows.

Python framework for dynamic tool discovery, multi-provider LLMs, and recursive tool-calling with per-request toolsets.

Quota-conscious log retrieval from Mezmo with intelligent defaults, app-based filtering, and incremental discovery to minimize API usage.

YAML-compliant LifeOS MCP server for Obsidian vaults, prioritizing PARA organization, templates, and unified search with legacy compatibility.

Links a phoenixd lightning wallet to LLM-driven tasks for automated invoices, offers, and payments.

OAuth-based remote authorization proxy enabling cross-organization model contexts with Redis-backed storage and IdP integration.

Enables AI agents to create, query, and manage asynchronous jobs across Slack and WhatsApp with scheduling, retries, and status tracking.

Developer-focused health AI platform delivering multi-LLM consensus, secure REST APIs, API keys, and SDKs for rapid health analytics integration.

Lightweight bridge for Maxima via JSR integration, offering Docker and TypeScript SDK support with strict validation and simple client setup.

Lightweight registry extension offering health checks, paginated listings, and detailed endpoint queries with straightforward container deployment.

IoBroker-based module enabling structured context sharing, real-time updates, and scalable integration across adapters and scenes.

Access Knesset data via a focused toolkit to query bills, committees, and members with OData-backed endpoints.

Counts characters and words for AI models with English and space-delimited language support, designed for precise text metrics.

Unified orchestration with declarative endpoints and multi-runtime support for rapid cluster-based prototyping.

Go-based tool platform with JSON-RPC 2.0, STDIO and HTTP(SSE) transports, plus dynamic resource/tool/prompt management and health checks.