Repository
Arenukvern/mcp_flutter agent skills
- skills
- 23
- GitHub stars
- 386
GitHub description: “MCP Toolkit for Flutter AI Agent Driven Development (MCP/CLI + custom client side tools) - via closed feedback loop (visual & semantic snapshot) and high client side customization adaptable for any Flutter app. Nowadays it is often called as agentic harness.”
- Stars
- 386 (46 forks)
- Licence
- MIT
- Last push
- Oct 2026
- Created
- Mar 2025
- Homepage
- docs.page/arenukvern/mcp_flutter
- dart
- flutter
- mcp
- mcp-server
- ai
- dynamic-tools
- mcp-client
- mcp-toolkit
- mcp-tools
- harness-engineering
- harness-framework
- cli-tools
- harness
Install all skills
npx skills add Arenukvern/mcp_flutterAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in Arenukvern/mcp_flutter, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Design, implement, and integrate generalized validation harnesses across a producer-consumer boundary after a local harness contract exists. | Arenukvern/ | 386 | — | ~1.6k | Automated safety check: Pass | MIT | 5 days ago |
| 2 | Run a Mixture of Experts (MoE) audit on any topic, plan, codebase, evidence archive, or process. | Arenukvern/ | 386 | — | ~2.3k | Automated safety check: Pass | MIT | 5 days ago |
| 3 | Plan and document handoffs, parent lane contracts, and parallel batch contracts between specialized AI agents (foreman, workers, reviewers). | Arenukvern/ | 386 | — | ~2.7k | Automated safety check: Pass | MIT | 5 days ago |
| 4 | Designs public or private Agent Skill and plugin marketplaces for Cursor, Claude Code, Codex, Zed, Open Plugin, and npx skills—manifest layout, install matrix, and Skill Steward vs product boundaries. | Arenukvern/ | 386 | — | ~2.9k | Automated safety check: Pass | MIT | 5 days ago |
| 5 | Chooses ecosystem-native release and changelog tooling (Changesets, Melos, release-plz) plus binary distribution (GitHub Release tarballs, install.sh) when the product is an executable. | Arenukvern/ | 386 | — | ~2.6k | Automated safety check: Pass | MIT | 5 days ago |
| 6 | Master orchestration for repository governance, North Star impact, sub-Star boundaries, and repair-first or evidence-first drift checks. | Arenukvern/ | 386 | — | ~1.5k | Automated safety check: Pass | MIT | 5 days ago |
| 7 | Scaffold and formally review a new Agent Skill in this marketplace repo. | Arenukvern/ | 386 | — | ~1.5k | Automated safety check: Pass | MIT | 5 days ago |
| 8 | Improves Agent Skills via validate → rule-based eval cases → plugin-eval → prompt evals → bounded edits with held-out gates. | Arenukvern/ | 386 | — | ~2.4k | Automated safety check: Pass | MIT | 5 days ago |
| 9 | Requires durable citations when authoring or researching Agent Skills—maintain references/sources.md per skill, link external research, and record provenance in PRs. | Arenukvern/ | 386 | — | ~640 | Automated safety check: Pass | MIT | 5 days ago |
| 10 | 10.Flutter MCP A skill your agent uses whenever inspecting, interacting with, or live-editing a running Flutter app via the Flutter MCP toolkit server (mcpServers key flutter-mcp-toolkit, or legacy… | Arenukvern/ | 386 | — | ~1.3k | Automated safety check: Pass | MIT | 5 days ago |
| 11 | Generic contract/schema boundary audit across authoring, discovery, validation, and execute—detecting split-brain between listings and invoke paths, gateway divergence, and permissive placeholders. | Arenukvern/ | 386 | — | ~3k | Automated safety check: Pass | MIT | 5 days ago |
| 12 | A skill your agent uses when writing or running repeatable E2E scenarios for Flutter apps as checked-in Dart with the fluttermcpharness package (packages/harness) — build/launch the app, attach to… | Arenukvern/ | 386 | — | ~2.2k | Automated safety check: Pass | MIT | 5 days ago |
| 13 | Drive a running Flutter app — tap, scroll, type, fill forms, hot-reload, navigate. | Arenukvern/ | 386 | — | ~3.9k | Automated safety check: Pass | MIT | 5 days ago |
| 14 | A skill your agent uses when the agent exposes app-specific surfaces by registering custom MCP tools and resources inside the Flutter app (mcptoolkit dynamic registry — AgentCallEntry, addEntries). | Arenukvern/ | 386 | — | ~1.9k | Automated safety check: Pass | MIT | 5 days ago |
| 15 | Diagnose problems in a running Flutter app — read logs, evaluate Dart expressions, interpret error envelopes. | Arenukvern/ | 386 | — | ~4.7k | Automated safety check: Pass | MIT | 5 days ago |
| 16 | Runs and records showcase/fluttertestapp dogfood iterations (toolqualityrubric, rundogfoodeval.sh, dogfoodwebeval.yaml). | Arenukvern/ | 386 | — | ~919 | Automated safety check: Pass | MIT | 5 days ago |
| 17 | Read state from a running Flutter app — semantic snapshot, view details, errors, screenshots, VM info. | Arenukvern/ | 386 | — | ~2.6k | Automated safety check: Pass | MIT | 5 days ago |
| 18 | Migrate Flutter app code from removed MCPCallEntry to AgentCallEntry after the hard cut. | Arenukvern/ | 386 | — | ~1.1k | Automated safety check: Pass | MIT | 5 days ago |
| 19 | Maintains showcase/fluttertestapp macOS showcase, native intentcall hooks (codegen, applinks invoke), and VM MCP validation. | Arenukvern/ | 386 | — | ~665 | Automated safety check: Pass | MIT | 5 days ago |
| 20 | Maintains showcase/fluttertestapp and intentcall web targets (Chrome, web codegen, WebMCP bootstrap, web-showcase, webmcp verify, Chrome DevTools MCP). | Arenukvern/ | 386 | — | ~1.6k | Automated safety check: Pass | MIT | 5 days ago |
| 21 | Maintain mcpflutter releases, CHANGELOG, version pins, docs, and CI. | Arenukvern/ | 386 | — | ~3.7k | Automated safety check: Pass | MIT | 5 days ago |
| 22 | Run Flutter MCP runtime validation from CLI in two steps (launch app, then run validate-runtime), including toolkit-extension gating, screenshot/layout capture, app error collection, optional reload… | Arenukvern/ | 386 | — | ~1.3k | Automated safety check: Pass | MIT | 5 days ago |
| 23 | Entry point for inspecting or driving a running Flutter app from your AI assistant — routes to the right task skill (inspect / control / debug / custom app surfaces) and runs preflight. | Arenukvern/ | 386 | — | ~1.3k | Automated safety check: Pass | MIT | 5 days ago |
Questions, answered from the data.
What is the best skill in Arenukvern/mcp_flutter?
Harness Engineering Lifecycle from Arenukvern/mcp_flutter ranks first of the 23 skills in Arenukvern/mcp_flutter listed here, with the highest score: its repository has 386 GitHub stars, its SKILL.md loads about 1.6k tokens and it passes the automated safety check with no findings. Next come Mixture Of Experts and Multi Agent Handoff.
Are the skills in Arenukvern/mcp_flutter official?
None yet. All 23 skills in Arenukvern/mcp_flutter listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from Arenukvern/mcp_flutter?
Run npx skills add Arenukvern/mcp_flutter in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.