Lightweight, read-only observability for Redis, surfacing queue depths, client counts, and keyspace stats for rapid health checks.

Wraps atlasopenmagic to enable LLMs to discover and retrieve ATLAS Open Data metadata and files.

Granular, AI-assisted vault access with restricted read folders and a single inbox for agent-created notes, plus daily-note integration and annotated agent entries.

Node.js and TypeScript tool enabling LLM-driven codebase exploration with AST parsing, file navigation, and local tooling for contextual analysis.

Gate for integrating external context providers with Brave Search using a standard protocol, delivering scalable, privacy-conscious, context-aware results with modular backends.

Zero-config integration enabling universal tool execution, batch and parallel pipelines, plus edge deployments via Cloudflare Workers for IcePanel API.

Go-based integration delivering Enedis Linky data via Conso API with dual transports, dashboard, and Claude-friendly access.

Unified Oracle DB and APEX integration with multi-database support, auto TNS discovery, and read-only APEX metadata access.

Transactional Mind/Body architecture for Minecraft; offloads pathfinding, mining, and building to a capable Body for higher-level agent reasoning.

Built a LeaveManagement using mcp server

Comprehensive music analysis across four interfaces, enabling AI collaboration, web APIs, automation, and embeddable Python access.

AI-powered bridge between KiCad and external agents enabling natural-language control of schematic and board design, with dynamic symbol loading, intelligent wiring, real-time UI synchronization, and rich tool/state access. Built around MCP 2025-06-18 standards, it supports JLCPCB catalogs, local symbol libraries, and cross-platform operation for automated PCB workflows.

Automates Kiwoom API usage by cataloging endpoints and PDF specs, enabling automatic mapping and safe, testable invocations.

CLI tool delivering deep person and company enrichment with powerful search and seamless integration for AI workflow developers

Transform secure Alice recordings into a searchable knowledge base with natural-language queries, full transcripts, and automated workflows across major AI clients.

Async, stateful integration across MoveIt2 enabling robust planning, execution, dynamic scene management, and real-time state queries with versatile transports for scalable robotics workflows.

Fetch YouTube transcripts locally with Whisper, no API key required, supports search, multiple formats, and MCP server integration.

Connects AI assistants to OCI Log Analytics via natural language querying, visualization, onboarding, and secure, per-user learning.

VK-focused context bridge enabling AI assistants to read, post, and analyze VK content securely.

Unified Cresium integration enabling automated transactions, payments, invoices, and balance management via Partner API v3 for AI-driven workflows.

Exposes full Gorgias helpdesk REST API to AI assistants with 112 tools, smart workflows, and role-based access for seamless automation.

Comprehensive Polarion integration enabling end-to-end test case/run management, REST + SOAP fallback, JUnit import, and CI/CD-friendly workflows.

Deterministic data middleware shielding AI agents with a strict 3-layer parsing pipeline using Model Context Protocol.

Pathology-focused toolkit enabling real-time clinical variant interpretation, structured coding lookups, staging calculations, and evidence synthesis.