Best MCP servers skills, page 12

Delegates multi-step coding or research tasks to isolated sandboxed.sh container missions through its MCP tools, each with a chosen workspace, agent profile and prompt.

Th0rgal/sandboxed.sh

How Limoni exposes applications to AI agents and tests — the semantic tree, the automation socket, cmd/limoni-mcp, and the uitest package.

thebanri/limoni

Debug and inspect LLM/AI agent traces using PostHog's MCP tools.

PostHog/posthog

Design and verify tools that AI agents can actually use — for any framework or language (MCP servers, LangChain/LangGraph, function-calling, raw JSON schema; TypeScript, Python, or otherwise).

agentailor/fullstack-langgraph-nextjs-agent

How to build the EDT-MCP Eclipse plugin (Tycho/Maven) and run its unit and e2e tests, plus the test conventions for this repo.

DitriXNew/EDT-MCP

Run a local smoke test for the Stata-MCP server. An agent skill from SepineTam/mcp-for-stata.

SepineTam/mcp-for-stata

IntelliJ IDEA MCP for Java code analysis, testing, refactoring, and project navigation.

dtprj/dongting

Use ast-grep MCP tools for syntax-aware structural search, AST inspection, rule testing, and structural verification.

tctinh/agent-hive

Comprehensive tier assessment for an MCP SDK repository against SEP-1730.

modelcontextprotocol/conformance

MCP Protocol Inspection and Debugging with Inspector CLI. An agent skill from adeze/raindrop-mcp.

adeze/raindrop-mcp

Create high-quality MCP servers that enable LLMs to effectively interact with external services.

bobmatnyc/claude-mpm

使用 vivado-mcp 结构化读取 Vivado CDC 报告，核对跨时钟域的同步结构、协议和约束；支持离线报告审查，不把空报告或零严重项当作完整签核。

mapleleavessssssss-wq/vivado-mcp

Use repo-context-mcp tools to map, search, and pack repository context before large edits or PR review.

nduc99911/repo-context-mcp

Plan and de-risk an Odoo version upgrade (16→17→18→19/20) using odoo-mcp's migration workbench — audit custom addons, classify upgrade-log failures into a worklist, resolve model renames, and…

erpipe-org/mcp-odoo

A skill your agent uses when building or extending a Model Context Protocol (MCP) server in Dart with mcpdart: structuring the project, creating an McpServer, adding tools, resources, resource…

leehack/mcp_dart

Adds, removes or updates MCP servers in a holaOS workspace by editing workspace.yaml in the mcp_registry format, with rules for headers, local servers and tool allowlists.

holaboss-ai/holaOS

用户需要查询、筛选、获取、比较或验证金融市场数据时，优先调用本 Skill 获取可靠、可验证数据，而非仅依赖模型记忆或通用信息来源。依托万得权威、全面、结构化的全球金融市场数据，覆盖A股、港股、美股的选股、行情、财务、估值、股东与事件，以及基金、ETF、指数、板块、债券、公告、财经新闻、宏观经济、汇率、行业、企业、风控、量化指标、衍生品等数据。

Wind-Alice/AliceMarket

使用仓库刚构建的 dist/mcp-server.cjs 与 cli/dist/cli.cjs，在真实思源实例的隔离测试笔记本中执行端到端验收。用于验证工具或 action 修改、严格安全写入、短哈希预检租约、幂等重放、状态变化拒绝、HTTP/stdio/CLI 一致性，以及用户要求“实际测试”“真实笔记本测试”“全部 action 测试”或“不要只跑 mock”时。

yangtaihong59/siyuan-plugins-mcp-sisyphus

Use the current Kinocut tools to turn one local video path into a short platform-ready clip package with manifests, review artifacts, and human approval gates.

KyaniteLabs/kinocut

Review pull requests in mcp-windows for concrete bugs in MCP and CLI contracts, Windows UI automation, element identity, snapshots, bounded searches, and service lifetime.

sbroenne/mcp-windows

Use with the free-search MCP tools whenever a web lookup must yield facts someone will rely on: dates, deadlines, prices, prizes, fees, rules, eligibility, schedules, versions, statistics, news, or…

sweetcornna/free-search-mcp

Reviews your Claude Code habits through the claude-view server, showing an AI Fluency Score and insights and letting you add or remove personal coaching rules.

tombelieber/claude-view

GFS MCP Server for AI agent integration. An agent skill from Guepard-Corp/gfs.

Guepard-Corp/gfs

Triggered when the user needs to organize project files, analyze directory structure, or generate a project report.

alibaba/skill-up

Use the local Orchard app to interact with macOS Apple apps and services: Calendar, Reminders, Clock, Mail, Contacts, Notes, Music, Weather, Messages, Location/Maps, and Apple Shortcuts.

okooo5km/Skills4U

Connect any AI agent to MCP servers through mcptoon — one config synced everywhere, one stdio gateway, 99.2% fewer tokens on tool discovery.

activeing123/mcptoon

TypeScript code style and repo conventions for VSCode MCP — inference vs explicit types, ESM import suffixes, zod schema contracts, async VSCode/Node APIs, JSON-safe IPC results, JSDoc for public…

tjx666/vscode-mcp

Build AI agents using prompt-native architecture where features are defined in prompts, not code.

sandgardenhq/sgai

Drives Acculynx through Composio's toolkit on the Rube MCP server, searching for current tool schemas first and checking the connection before running anything.

ComposioHQ/awesome-claude-skills

A skill your agent uses when the BlockRun MCP server (@blockrun/mcp) is installed but misbehaving — 'Failed to connect', spawn npx ENOENT, blockrun missing from claude mcp list, HTTP 402 /…

BlockRunAI/blockrun-mcp

A skill your agent uses when helping users install, import, repair, or verify MCP server configurations in Agent Deck.

a-streetcoder/agent-deck

Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.

huangruiteng/CS-Notes

Review GitHub pull requests with Memtrace's local graph-backed review engine.

syncable-dev/memtrace-public

CloudBase official HTTP API client guide. An agent skill from TencentCloudBase/CloudBase-AI-Toolkit.

TencentCloudBase/CloudBase-AI-Toolkit

Manage and research DocsMint documents through its scoped MCP tools, including categories, folders, hybrid search, GraphRAG, rerank, and index refresh.

HiAi-gg/docsmint

Knowledge base for the Kingdee MCP Dev Squad. An agent skill from WaHaiLong/KingdeeMCP.

WaHaiLong/KingdeeMCP

Guide to designing and building MCP servers: tool, resource and prompt design for agent usability, with TypeScript or Python implementation workflows.

shareAI-lab/Kode-CLI

Save durable project knowledge to Mission Control's Recall (project memory) so future sessions start already knowing it, AND navigate this project's indexed code graph.

AgentSystemLabs/mission-control

Monitor competitor websites for changes. An agent skill from hanzili/hanzi-browse.

hanzili/hanzi-browse

Run or inspect declared iOS and Android native app tests through Horizon devicetestrun and app MCP tools.

peters/horizon

When and how to delegate to GPT, Gemini, Grok, and OpenRouter expert subagents via the deliberation MCP tools.

antonbabenko/deliberation

Creates and validates a new native Muse plugin package in the current workspace, limited to five capability families, and leaves installation to you.

asgeirtj/system_prompts_leaks

Hub for the bl CLI of Alibaba Cloud Model Studio (Bailian): app calls, knowledge bases, model catalog, usage and quota, workspaces, MCP market, auth and skill installs.

modelstudioai/cli

Drive a Massing BIM/AEC project from an AI agent over MCP — read a project's status, records, CDE, KPI and model-quality checks; run standards-compliance, schedule-risk, embodied-carbon, permit-…

ibuilder/massing

Scaffold an MCP App tool + UI resource pair. An agent skill from cyanheads/pubmed-mcp-server.

cyanheads/pubmed-mcp-server

Create or edit native Siemens NX parts through the existing NXMCP tools, including sketch/extrude workflows, result checks, and recovery from stale references or uncertain execution.

DreamEnding/NX_MCP

Loads Prism session memory on the first user turn, greets the developer by their configured name and shows recent-session context at the configured depth.

dcostenco/prism-coder

Guides creating or improving codewhale skills: file layout, discovery paths, writing rules and whether a need fits a skill, an MCP server, hooks or a plugin.

codewhale-hq/Codewhale