Developer Tools MCP servers

Run Lighthouse audits, check SSL certificates, detect tech stacks, query WHOIS and DNS records

BM25 search + tree navigation over markdown docs for AI agents. No embeddings, no LLM calls.

API Schema Drift Monitor — detect breaking changes in OpenAPI specs

Codebase observatory with 56+ scanners for git health, architecture, and documentation.

Productivity framework for DevOps engineers using AI assistance (Claude Code) while working on PoCs

Unified app publishing MCP Server for Google Play, App Store, and 10+ Chinese stores

GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools, LSP, DAP, screenshots.

Translate design tokens between Tailwind, Figma, CSS, Material 3, and SwiftUI

An LLM-based code review MCP server with AST-powered smart context extraction

MCP server that converts OpenAPI specs into tools which can query API endpoints

Sophisticated bash command MCP server that runs and manages shell execution.

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

MCP server for querying logs from observability platforms with unified search and tracing

MCP server for real interactive terminal sessions — REPLs, SSH, databases, Docker

MCP server for Fabrx - Build APIs from documents in your IDE

MCP server for HarmonyOS development - interact with projects, devices, and applications

Execute Python code on Google Colab GPU runtimes (T4/L4) from any MCP client

Event-sourced knowledge graph memory for AI coding agents with semantic search

AI E2E testing bridge — give AI eyes and hands inside any app. 8 platforms, 40+ tools.

Pare Search ג€” Structured code search operations (ripgrep + fd) as typed JSON.

Codebase indexing and search via WASM tree-sitter. Works on ARM64 and x86_64.

Atomic multi-file find-and-replace by Essential AI Solutions (essentialai.uk)

Database-driven FP enforcement and project management for AI-maintained codebases

Connect AI assistants to Roblox Studio — manipulate the DataModel with 14 tools

Design system MCP with 9 tools for component discovery, rendering, and a11y auditing

Code intelligence MCP server: impact analysis, dependency graphs, dead code detection.

BugHerd API v2 integration — 37 tools for projects, tasks, comments, and webhooks.

50+ pay-per-call APIs for AI agents — images, LLM, code, crypto, travel & more via x402