Extensible bridge enabling HTTP and TCP JSON mesh operations for MeshLab, blending FastAPI with pymeshlab.

AI-powered regulatory checks for financial marketing across SG, HK, AE, and IN with smart disclaimers and audit trails.

Python-based MCP server enabling direct EA diagram creation via COM with multi-diagram support and lifeline tooling.

A focused tool coordinates process control, development task automation, and browser log capture for faster debugging.

Build modular tools by integrating Django models with FastMCP. This approach blends Django ORM, authentication, and configuration to expose data-centric endpoints. It emphasizes minimal boilerplate, async access, and per-endpoint security, enabling rapid prototyping of cross-application utilities within a familiar Django workflow. Multiple MCP endpoints can be run from a single project.

An interface enabling Lucene-based log queries, sequence diagrams, and robust user analytics with strong data validation for Coralogix logs.

Spring-based demo illustrating natural-language tool use to manage hospital data with an Ollama-backed LLM, featuring a realistic schema, REST endpoints, and Docker-based quickstart.

Local LLaMA 2-based assistant with MCP-backed Gmail, Drive, and Weather integrations for private, extensible productivity.

Exposes FastAPI endpoints as discoverable tools and demonstrates a LangChain agent connecting via SSE for interactive tool usage.

Unofficial, Python-based integration enabling cross-namespace searches, object management, and Cursor IDE-ready transport for DevRev data.

A lightweight, local solution enabling fast CFPB complaint lookups via API, designed for stdio-based Claude Desktop integrations.

CLI-driven tool to manage Google Calendar events via OAuth, enabling list, add, update, and delete with simple setup.

Streamlit-based chatbot leveraging Ollama and MCP to dynamically call weather, math, and dataset tools for interactive queries.

OAuth 2.0 gateway integrating Okta for dynamic client registration, token issuance, and secure backend proxying.

Secure TypeScript bridge enabling AI models to trade, view portfolios, and manage positions on Zerodha.

Modular toolkit exposing Claude's CLI utilities with per-tool virtual environments, cross-platform support, and automated tool registration.

Python-powered platform that automates contract creation and management by bridging structured and unstructured data sources.

Auto-converts code directories into Postman collections with endpoint detection and auto-configured authentication.

Automates multi-type document tasks with context-driven routing, modular memory, classification, extraction, and summarization via REST API and React UI.

Unified toolset delivering diagram generation, Slack messaging, RESTful DB access, and persistent memories for AI assistants.

Chat-based SQL querying with real-time PostgreSQL results and code-formatted responses.

Lightweight CLI to orchestrate multiple LLM providers and MCP-enabled tools using the official MCP SDK, with multi-modal support and flexible config.

Bridge MCP and Moleculer.js by auto-exposing actions as MCP tools; configurable exposure via wildcards, with ready HTTP endpoints and Docker support.

VS Code–driven, AI-assisted workflow showcasing real-time file operations, context-aware commits, and auto-generated documentation through Docker-backed integration.