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Model Context Protocol

MCP server for generating and editing architecture diagrams from natural language or code, supporting formats like Terraform, docker-compose, Kubernetes, SQL, Mermaid, and PlantUML.

A TypeScript MCP server for Minecraft survival gameplay inspired by Figure AI's Helix architecture. Shifts execution burden from the LLM to the server by providing high-level transactional tools for movement, mining, building, crafting, inventory management, and world exploration. Includes pathfinding, timeout handling, a web-based bot viewer with HUD overlay, Docker deployment support, and screenshot capture for AI vision tasks. Designed so the LLM focuses on strategy while the server handles coordinate math and block-level operations.

Retired 2026-09-21. Perch Data has closed; this listing serves nothing.

MCP server that queries Perplexity Pro via WebUI session token, providing model-specific tools for search and deep research.

Semantic prompt cache deduplicator calculating Jaccard token overlap to prevent redundant LLM cost

MCP server for auditing infrastructure-as-code attack paths, finding multi-hop chains from public internet to sensitive resources.

AgentEval.jl solves Julia's "Time to First X" (TTFX) problem for AI agents by providing persistent code evaluation through MCP STDIO transport. Unlike HTTP-based alternatives, it uses STDIO for security (no network ports), auto-spawns when needed, and maintains a persistent Julia session where variables, functions, and loaded packages survive across calls. The implementation provides tools for code execution, session reset, metadata access, and package management, making it ideal for iterative development workflows.

Precision astronomical ephemeris and planetary positions via the Swiss Ephemeris.

Turn Reddit thread context into genuinely helpful comments that build trust and can convert to profile/link clicks.

Local-first MCP server for safely searching and editing Apple Contacts on macOS via AppleScript automation, with dry-run writes and explicit confirmation.

Enables news search and headline retrieval using NewsAPI. Supports getting top headlines by country and category, and searching articles across thousands of sources.

Enables LLMs to interact with Obsidian vaults via the Local REST API plugin for comprehensive note management, file operations, and vault navigation. It supports creating and editing notes, executing Obsidian commands, and performing advanced searches using Dataview queries.

A zero-dependency mock MCP server for testing MCP clients and harnesses, with configurable tools and canned responses.

This MCP server implementation provides a file finding functionality within the filesystem. It offers a tool to search for files based on a path fragment, returning detailed information such as file name, full path, size, and creation date. The server is built using Python and leverages the os module for filesystem operations, making it suitable for use cases requiring file discovery and metadata retrieval in local or networked environments.

Autonomous inbox triage email dispatcher & smart responder (AI Email Agent)

Fetches RSS feeds from tech blogs and news sites and returns AI-generated summaries via Claude.

MCP server for CubeCobra that enables fetching cube lists, CSV, JSON, plaintext, and record data. It supports optional authentication for private endpoints and configurable base URL.

A Spring Boot AI-powered Model Context Protocol Server for interacting with Confluence Cloud

AI skill module: genpark-content-quality-auditor-skill