Python-based integration enabling Semantic Kernel agents to expose tools with streaming SSE and stdio interfaces for flexible orchestration.

Netlify-based Hacker News toolkit delivering top/new/best/Ask/Show stories, item and user lookups via a FastAPI client and test tooling.

Kotlin-based Spring Boot AI agent unifying OpenAI with diverse tool integrations and real-time streaming.

Exposes Kachaka's state, maps, and sensors to Claude, GPT-4, and local LLMs via gRPC with a rich resource, tool, and prompt framework.

Memory-graph driven thinking assistant that records traces, auto-branches at low confidence, and backtracks to explore alternatives.

Two concurrent tools: Sequential Thinking for structured problem-solving with adjustable steps and Leave Manager for HR leave workflows, accessible via Claude Desktop.

Minimal MCP server for Salesforce access via jsforce, optimized for fast setup, local testing, and seamless MCP workflows.

Swift 6 implementation enabling WebSocket-based context transport with resources, prompts, and tools for desktop Claude-like workflows.

Enables LLM-driven creation, modification, and monitoring of n8n workflows and nodes using local node discovery and integrated execution tracking.

A userscript that imports MCP tools into Google AI Studio, enabling automatic tool calls and results submission from any MCP server.

A scalable integration exposing Haloscan SEO API to Claude Desktop and N8N, with ready prompts and keyword/site explorer toolkit.

Lightweight bridge to Scaladex enabling LLM-ready queries of the Scala library catalog.

Unified image processing toolkit enabling bulk resize, format conversion, compression, and metadata retrieval via prompts.

Unofficial gateway enabling AI-powered control and data retrieval for Percona Everest database clusters through a standard protocol.

Natural language interface to cancer pharmacogenomics analysis with multi-dataset, multi-project support and R-integrated data workflows.

Automates monthly Workday update timing by computing regional last working days for Israel and global teams.

Installs a standard JSON manifest and HTML header to make your endpoint discoverable by AI agents, with ready FastAPI and Express middleware.

Open protocol enabling LLMs to access data sources and tools through standardized connectors.

Delivers Eve Online data via SDE/ESI to AI tools, enabling live routing, system insights, and recent activity for simulations.

Python-based Sahha integration enabling context-aware prompts via CLI with Swagger-backed APIs.

Model context protocol Project

Java-based MCP server specification exposed as a Spring Bean, with HTTP SSE transport and pluggable tool definitions to model context interactions.

Minimalist Go framework with zero external dependencies, enabling ultra-fast, lightweight model context deployments in a single binary.

A learning-oriented prompt-driven system that auto-converts YAML prompts into tools, supports multiple transports, and offers code-focused templates.