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JSON-driven E2E test runner with parallel Chrome pool execution and 16 MCP tools.
Borrow a tab from your own logged-in Chrome, hand it back; 2FA and CAPTCHA stay yours. 69 tools.
Keyless local MCP server for QA: standards retrieval, effort estimation, doc review, test analysis.
Turn an unfamiliar codebase into validated architecture, contracts, and a reimplementation spec.
Accessibility-tree browser for AI agents: read pages, log in, extract data, run tasks.
DigiKey and Mouser MCP server for component research, BOM analysis, and sourcing.
45 judges that evaluate AI-generated code for security, cost, and quality with built-in AST.
MCP tools for UVM/cocotb logs, coverage, regressions, and waveform triage.
Memory for AI coding agents — markdown in your own git, not a vendor database. Apache-2.0.
Transform project ideas into paint-by-numbers development plans with phases, tasks, and subtasks.
MCP server for CTFd v3: list challenges, submit flags, and query scoreboards via AI agents.
AI tech lead for coding agents with validation and impact analysis
Turn any OpenAPI spec into an executable agent interface using graphs and semantic search.
Shared memory & coordination for AI coding agents — a blackboard, not an orchestrator.
Inspect, author, validate, and run high-content microscopy workflows.
MCP Server for analyzing technical debt across multiple programming languages
PlatformIO for AI agents: build, flash, serial monitor, tests, crash decoding, size reports.
Background Windows desktop for AI agents: native GUI automation, screenshots and app testing.
Search, retrieve, and diff the full output of past terminal commands recorded locally by backscroll.
Boot and test ESP32 firmware in a local emulator: UART asserts, buttons, virtual WiFi, screenshots.
Run YAML-defined shell command stacks as MCP tools
Rust release tooling — drop-in GoReleaser parity + Rust extras.
Pre-computed atlas of your codebase for Claude Code: LSP + ADRs + git. 45-72% token reduction.
Fast local source code searching using Zoekt trigram-based indexing
GitLab MCP server (MCP 2026-07-28): projects, MRs, pipelines, CI/CD, issues; writes or read-only
Create and continue apps and websites with your own VULK plan and credits.
Track which AI agent wrote which lines in a shared Git checkout; each commits only its own lines.
Zero-LLM structural code retrieval for AI coding agents, served over MCP.
Queue parallel-agent worktree branches, test together, serialize and recover Git pushes.
GitHub engineering acceleration signals for venture deal flow across 15 sectors.
Static code map generator: MAP.md + map.json for any repo, plus a Claude Code /map plugin
Search, compare, and get docs for 210+ APIs ranked by CLI and agent relevance.
React Native and Expo health check: upgrade blockers, store rules, crash risks, security findings
Checks whether your idea already exists before your agent builds it. Searches GitHub, npm, Python.
Discover and install Aura UI Blade components for Laravel, Livewire and Tailwind CSS 4.
PRD verification and host-driven generation with multi-judge consensus across 17 MCP tools.
Architecture docs from a repo: overview, modules, API surface, routes, dependency graph, diffs.
A browser your AI agent remembers. Learn a site once, replay it in one call, zero model calls.
Let agents drive vim, htop, lazygit: send keys, wait on screen state, read the rendered cell grid.
Talk while using your app — your coding agent gets each sentence aligned to the frame. Fully local.
MCP server for querying Codecov coverage data with configurable URL support
Bitbucket Cloud MCP in Go: complete API auto-generated from spec, customizable prompts.
MCP server for creating, running, inspecting, and scheduling Figranium browser automations.
AST call graph and code map for AI coding agents: PHP, JS, TS, Vue, Rust, Swift, Python, Go.
MCP server for Blacksmith CI - query runs, analyze test failures, detect flaky tests.
Knowledge graph CLI for managing features, ADRs, and test criteria as MCP-discoverable artifacts.
A visible desktop browser for coding agents, with a separate workspace for each project.
