Developer Tools & Repos MCP Servers for DeepSeek Harness

Structural codebase indexer with 17 query tools. 87% token reduction. Zero dependencies.

Generate visual AI automation workflows from any MCP client. No API key required.

Portolan: an MCP server that charts codebases - Chart store, Harbor expeditions, Chart Room.

MCP server that combines Read+Edit operations into single tool calls — 80-95% fewer tool calls for multi-file refactoring

Markdown to styled HTML, PDF, DOCX, and slides with themes, diagrams, and math.

Analyze and verify Verilog, SystemVerilog, and VHDL projects from AI agents over MCP.

Enables AI assistants to interact with Demo Time and helps build presentations and demos.

Shell and coding agent for Claude and other mcp clients

MCP Server for Claude Code: delegate coding tasks to Kimi K2.6 agent, reduce AI cost by 60–70% without sacrificing quality

Regression-test AI models on real Snapdragon and Jetson hardware, with signed evidence for CI.

Model Context Protocol server for VKontakte VK API

MCP server for Minecraft mod development - provides decompiled code access, symbol search, and runtime interaction via DebugBridge

CLI for MCP Router - connect to an MCP HTTP server

MCP server for mobile app debugging (Android + iOS), with focus on security and reliability

MCP Server for Claude Code, Cursor, Cline, Copilot, Github Copilot, Windsurf - Visual AI Agent Plan Execution, Approval Workflow, Plan

CLI for Paparats MCP - semantic code search with AST chunking, symbol graph, and vector search for AI coding assistants

StarUML is a sophisticated modeler for agile and concise modeling. StarUML MCP Server enables you to create

Multi-platform UI/mobile automation for AI agents — MCP server + shipped skills.

Unified Model Context Protocol server for multiple AI clients (Cursor Agent, Droid, Gemini) with smart workflows and OpenSpec integration

Veris — Behavioral Verification Infrastructure. MCP-native verification intelligence layer for autonomous coding agents.

Xrm/Power Platform/Dataverse MCP for devs, Azure CLI auth, Web API and multi-environment support