Developer Tools & Repos MCP Servers for DeepSeek Harness

MCP server for Google Play Developer API - deploy apps, manage releases, reviews, and more

MCP server for Supermodel API - code graph generation for AI agents

AI code impact analysis MCP server — dependency graphs, cascade detection, and a mandatory build gate for AI coding agents

Spine — repository architecture with file-level proof: graph, paths, traces, and impact.

Keyless MCP server for Open VSX: VS Code extensions, versions, descriptions, download stats.

Find, install and enable MCP servers mid-session on any host, with consent and tool pinning

Committed, machine-readable codebase context and code map that tells agents where to look.

Aggregate local contract snapshot changes without exposing schema contents. Tools include...

Structured git operations (status, log, diff, branch, show) as typed JSON.

Summarize local dependency manifest and lockfile drift without returning package names,...

Inline review comments for markdown specs. Built-in MCP server hands feedback directly to your AI agent.

Search Stack Exchange questions, fetch Q&A threads as markdown, look up tag FAQs and user profiles.

Arduino MCP server for CLI setup, board detection, compile/upload, serial monitoring, and pin refs.

Codebase memory for AI agents: an AST index plus agent-written notes that self-stale.

Repository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.

Transactional refactoring extension with 11 evidence-backed tools, previews, and rollback.

86-tool MCP server for Bostrom blockchain: read chain state and sign transactions

An MCP server supporting LLM requests for CodeQL development tools and resources.

Multi-AI Rules MCP Server - One source of truth for AI coding rules across all AI assistants

AI-driven semantic code search via reverse-engineered Windsurf protocol (Node.js)

Homebrew formula details from the official API. No key required.