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Let your AI watch and hear a video: key frames, transcript and contact sheet, processed locally.
CodingLocal
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Let your AI watch and hear a video: key frames, transcript and contact sheet, processed locally.
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Isolated macOS app tests, MCP images, OCR/ASCII frames, accessibility and evidence reports.
Inspect n8n, Dify, Trigger.dev and Activepieces automation exports before deployment.
Open eval leaderboard + CI gate for autonomous coding agents (solve, score, trace).
Drive a live Godot 4 editor: edit scenes and scripts, run and test the game, record GIFs.
Expose trusted GNU Make targets as governed MCP tools without a generic shell.
AI-powered browser automation MCP — 6 tools for web interaction, extraction, and validation.
Governed self-managed GitLab + Gitea CI/CD ops: pipelines, runners, artifacts, RCA. 28 tools.
Local-first dev utilities: hash, base64, JWT, UUID, cron, URL codec. No network or telemetry.
Measures how a webpage actually renders and prints it as compact text for AI coding agents.
AI-powered HS customs code classifier. Product description to 6-digit HS code.
Compiler-backed Angular template answers, component contracts and version facts for AI agents
Check, diff and history of MCP tool definitions, from a public signed log of 88k+ servers.
Find Lumi Studio iOS apps by task across all 50 Apple locales, with direct App Store links.
Check npm/PyPI packages exist and that a function or method exists in an exact package version.
Finds the Git commits that explain why code is the way it is: semantic and full-text history search.
Finds Angular Reactive Forms and returns verified Signal Forms recipes. Never edits code.
MCP server that fronts any OpenAPI service: discover operations from its spec and call them
Make and reshape shared web apps (abstracts) with your own agent.
MCP server with derived GitHub issue tools: normalized fetch, new-issue watch, claim status.
Fast Chrome and Electron automation for agents: an accessibility tree with refs, one call per step.
A .NET architecture checker that enforces one C# spec and renders the same rules for coding agents.
Exclusive, crash-safe leases on a pool of test accounts for parallel agent QA runs.
Betterleaks Cloud - GitHub Secret Scanner + Validator
Let coding agents on one machine message and wake each other. Run `harness-summit install` first.
Local, token-budgeted code context with file:line provenance and selection receipts.
APIFreaks MCP: live APIs for agents. Enable modules with ENABLE_MODULES; discover via list_modules.
APITier utility APIs as MCP tools: validation, UK/India address lookup, barcode/QR, data conversion.
Cursor CLI delegation for verified bulk reads and reference-driven code generation.
Repo-bound memory and self-improving harness for AI coding agents — zero API keys.
Featherweight Linux desktops for AI agents: read the screen as text, click, type, run any app.
Build and update complete applications in Apper through AI assistants using MCP.
Create, update, review, and resolve visual tests with Applitools Eyes across any supported SDK.
Production Java Maven scaffolder (CLI + Claude Code plugin) for AI coding agents
Self-hosted search over your documentation, with citations, for AI assistants and apps
Evidence-backed deprecation and end-of-life checks for dependencies, runtimes, and Actions.
Anonymous read and search over the published nowyourlink developer documentation.
Direct YC GraphQL MCP: live editable fields, typed updates, concurrency checks and verified saves.
Native MCP server for controlling AMD/Xilinx Vivado on Windows and Linux via persistent Tcl.
Database-driven FP enforcement and project management for AI-maintained codebases
Debug PWAs in your real browser via MCP: service-worker, cache, installability & framework state.
Claude Code / MCP skills for the dev pipeline: discover, spec, design, build, ship, operate.
Load & create VibeMap product specs from your coding agent; sync build progress.
Design, simulate, fit and sanity-check thin-film solar cells with SCAPS-1D on your own installation.
Visual tech-stack inventory of any codebase: languages, frameworks, databases, AI SDKs, infra.
Architecture diagram with concurrency capacity and bottleneck estimates from any codebase.
Check whether a CLI command name is already taken across npm, PyPI, crates.io, Go, Debian and more
Verifies AI agent work end to end: real artifacts and outcomes checked, not self-reported success.
