MCP servers that give coding agents real developer tooling: linters, package registries, test runners, language docs and local build commands. 13,954 servers in this category.
Turns coding agent sessions into achievement cards with route maps, climb profiles, and headline statistics based on transcript analysis.
$claude mcp add agentrava -- npx -y agentrava
Provides a shared, append-only context store for AI agents to checkpoint work, record failures, and hand off tasks across different MCP clients.
$claude mcp add common-context-mcp -- npx -y common-context-mcp
Enables AI clients to perform growth marketing calculations, SEO analysis, and AI visibility checks using 29 specialized tools.
$claude mcp add --transport http upgrowth-growth-toolkit https://upgrowth.in/connected-app/mcp
Provides live App Store and Google Play data including keyword demand, rankings, top charts, and user reviews across 100+ countries.
$claude mcp add --transport http appmanai-mcp https://appmanai.com/api/mcp
Performs local-first AI visibility audits, GEO/AEO readiness checks, and llms.txt validation for websites.
$claude mcp add maxaeo-ai-visibility-mcp -- npx -y maxaeo-ai-visibility-mcp
Allows AI clients to control Android phones by reading the screen, tapping, typing, and running ADB commands for app testing and automation.
$claude mcp add codedroid-mcp -- npx -y @codedroid/mcp
Enables AI agents to create validated GSAP and CSS web animations and audit existing websites for motion accessibility compliance.
$claude mcp add motionspec -- npx -y motionspec
Audits deployed AI model artifacts by generating local static evidence for serialized graphs, tensors, quantization, and memory without uploading model bytes.
$claude mcp add deepbom -- npx -y deepbom
Search, audit, and install security-graded AI agent skills and MCP servers directly from your AI client.
$claude mcp add agentskillshub-mcp -- npx -y @agentskillshub/mcp
Provides an AI assistant with local tools for PDF manipulation, image metadata stripping, data conversion, and text processing without uploading files.
$claude mcp add freethetools -- npx -y freethetools
Verifies AI grounding and evidence accuracy using deterministic, logic-based scoring instead of LLM judges.
$claude mcp add opengate -- npx -y @pharmatools/opengate-mcp
Helps coding agents select the right libraries and avoid unmaintained or unstable dependencies using a curated index of npm and PyPI packages.
$claude mcp add should-i-use -- npx -y should-i-use-mcp
Connects AI assistants to the iceDQ Data Reliability Platform to manage data quality, profiling, and validation rules using natural language.
$claude mcp add mcp-server -- npx -y @icedq/mcp-server
Enables Claude Code, Codex CLI, and Antigravity to exchange messages and land them directly into each other's open sessions via live push.
$claude mcp add agent-intercom -- npx -y agent-intercom
Allows AI agents to audit websites for AI-readiness and UX compatibility by reporting pass rates and agent surface detection.
$claude mcp add verifux-mcp -- npx -y @verifux/mcp
Enables an AI client to manage remote hosts through file transfers, SSH shell execution, and MySQL queries over SSH.
$claude mcp add ftp-ssh-mcp -- npx -y ftp-ssh-mcp
Inspects AI agents and MCP configurations for security risks, permissions, and tool access through static analysis.
$claude mcp add agentverify -- npx -y agentverify
Provides AI agents with a persistent map of project structures, dependencies, and bugs to enable impact analysis and codebase tracking.
$claude mcp add umtri-mcp -- npx -y umtri-mcp
Manage blockchain RPC keys, networks, usage, and prepaid billing through a scoped management token.
$claude mcp add agent-toolkit -- npx -y @solidrpc/agent
Lets an AI client retrieve native coin and token balances across seven EVM chains, Solana, and Tron using a single request.
$claude mcp add multichain-balances -- npx -y devx-multichain-balances