MCP servers for Claude Desktop

Find out what breaks before you touch a file. Dependency graph + impact analysis + MCP server for AI coding tools.

Don't build it alone: what exists, who won, what nobody has, a merge plan, and who else works on it.

MCP server for Apple App Store Connect API: apps, releases, TestFlight, reviews, provisioning, users, reports, and generic API access.

Architecture diagram with concurrency capacity and bottleneck estimates from any codebase.

npx launcher for World Bank + FRED Macro Data MCP — hosted on Cloudflare Workers. Macro-economic indicators: World Bank, FRED (St Louis

World stock market analysis: fundamentals, technicals, DCF, peer comparison, forecast

MCP server for text readability analysis and AI content detection with ML-based scoring

MCP server that gives AI agents wallet tools for x402 payment flows on Base (Sepolia testnet + mainnet).

A Model Context Protocol server and CLI for Bazel-based iOS build and test workflows.

Local MCP server for XenonFlare API

NASA CDAWeb data access for heliophysics — browse observatories, inspect parameters, fetch CDF data

Google/Yandex organic results, Wordstat keywords and demand history using your XMLRiver account.

Lean Yandex Tracker MCP: 9 tools, ~1.2k tokens of tool definitions, compact answers.

Read-only MCP server for ROS2 and DDS: topics, participants, QoS mismatches, bags.

YouTube search and download MCP server using yt-dlp and FastMCP 2.0

MCP server for downloading YouTube transcripts using Supadata API

MCP Server to extract transcript from a YouTube video

MCP Server for Lark/Feishu OpenAPI

Knowledge graph MCP for student learning with spaced repetition and mastery tracking

Goal-oriented conversations and next-question selection through the Zelinqa API.

Filesystem server published as Zenith-MCP.