MCP servers that give coding agents real developer tooling: linters, package registries, test runners, language docs and local build commands. 13,961 servers in this category.
Allows AI agents to build, test, and interact with native iOS apps on a cloud-based Mac mini using an iOS simulator.
$claude mcp add macbox-agent -- npx -y macbox
Enables multiple AI models to engage in blind proposals, debates, and multi-layered reviews to refine complex project plans and software engineering designs.
$claude mcp add the-high-council-mcp -- npx -y the-high-council
Controls the Bambu Lab CyberBrick desktop app to manage device connections, author firmware configurations, and flash hardware.
$claude mcp add cyberbrick-mcp -- npx -y cyberbrick-mcp
Generates live, typed, and versioned HTTPS APIs from plain English descriptions to provide backend logic for coding agents.
$claude mcp add init -- npx -y @init-computer/mcp
Enables a fleet of coding agents to work in parallel by enforcing decision alignment through a comparison-based verification gate.
$claude mcp add concord-engine -- npx -y concord-engine
Provides real-time data access to crypto, prediction markets, B2B enrichment, KYB, cybersecurity, and scientific R&D via 40 Apify actors.
$claude mcp add gmpsignal-mcp-n8n-starter-kit -- npx -y @gmpsignal/mcp-server
Connects stdio MCP clients to the Delx Protocol to enable session continuity, recovery from failure, and handoffs between runtimes.
$claude mcp add delx-mcp-server -- npx -y delx-mcp-server
Provides a deliberately faulty MCP server to test how AI agent clients handle tool errors, timeouts, and connection disconnects.
$claude mcp add mcp-failure-lab -- docker run -i --rm ghcr.io/cloudlabworks/mcp-failure-lab:0.1.2
Validates locale files for broken placeholders, missing keys, and incorrect plurals, with optional semantic meaning checks using an LLM.
$claude mcp add shipi18n -- npx -y @shipi18n/mcp
Upload Android builds to generate browser-runnable links and test them on cloud Android devices via an AI assistant.
$claude mcp add taptry-cli -- npx -y taptry
Extracts text from local PDF files using embedded text extraction or English and German OCR fallback for scanned pages.
$claude mcp add pdf-text-extractor-mcp -- npx -y pdf-text-extractor-mcp
Discover and query over 15,000 subgraphs on The Graph Network to prepare GraphQL starter queries for AI agents.
$claude mcp add subgraph-registry -- npx -y subgraph-registry-mcp
Generates realistic fake, mock, and synthetic datasets in CSV, JSON, or SQL formats using local configuration files.
$claude mcp add tdcv2-agents -- npx -y tdcv2-mcp
Connects AI to databases through a private, read-only interface that only exposes approved views and schemas instead of raw SQL access.
$claude mcp add the-nothing -- npx -y the-nothing-mcp
Provides AI agents with disposable microVM sandboxes to run code, manage files, execute git commands, and expose web services.
$claude mcp add tenki-mcp-59fc3c -- npx -y @tenkicloud/mcpProvides AI agents with disposable microVM sandboxes to run code, manage files, execute git operations, and expose web services.
$claude mcp add tenki-mcp -- npx -y @luxorai/mcp
Connects AI agents to the TraeCN desktop app on macOS to delegate coding tasks, manage work queues, and monitor implementation progress.
$claude mcp add traecnclaw-mcp-skill -- npx -y @luckycat133/traecnclaw
Validates, renders SVG/PNG charts, and describes chart specifications via a headless API and data tables.
$claude mcp add west-coast-charts-agent -- npx -y west-coast-charts-agent
Inspect and preview Rive files directly within VS Code or via an MCP client to manage artboards, animations, and state machines.
$claude mcp add rive-vscode-mcp -- npx -y rive-vscode-mcp-serverLets an AI agent inspect, debug, and replay captured webhooks from providers like Stripe, GitHub, and Shopify directly to a local handler.
$claude mcp add slinghook-cli -- npx -y slinghook