Best MCP servers skills, page 15

Queries historical A-share, Hong Kong stock, ETF and index data through an MCP server: daily K-lines, financial statements, market indicators and screening.

Yourdaylight/stock_datasource

A skill your agent uses when asked to create heatmaps, visualize patterns over time, show activity grids, or display aggregated data in a matrix format.

SCStelz/security-investigator

A skill your agent uses when the user wants to interact with Apple Notes on macOS - creating, searching, reading, updating, deleting, organizing, or formatting notes and folders.

sweetrb/apple-notes-mcp

Configure AWS MCP servers for documentation search and API access.

zxkane/aws-skills

Run the full ZizkaDB test suite across all layers — lint, Python unit tests, SDK tests, MCP tests, TypeScript tests, and dashboard build verification.

ZIZKA-AI-SL/ZizkaDB

Load this FIRST whenever working with PyTorch CI data (any pytorch/ org repo), the torchci/HUD codebase, or the PyTorch HUD ClickHouse database.

pytorch/test-infra

Use ChemGraph Python and CLI workflows, agent-written batch scripts, and attached chemistry MCP tools.

argonne-lcf/ChemGraph

Ingest a coding session JSONL into AKB as structured notes — session report + parallel-drafted TIL / task / idea / decision sub-notes.

dnotitia/akb

Write regression tests for FastMCP changes using its pytest fixtures, in-memory clients, and protocol boundaries.

PrefectHQ/fastmcp

Guide for reading a codebase and building a high-quality, persistent architecture knowledge graph via the Excalidraw Architect MCP kg tools.

BV-Venky/excalidraw-architect-mcp

Answer questions about the owner's services and domain using the approved DuckBug knowledge base through configured MCP tools.

duckbugio/flock

Searches past agent sessions on a project by keyword through the TMA1 MCP server and reads back a chosen session so answers can quote it directly.

tma1-ai/tma1

Retrieves Twenty CRM records through the connected MCP server and presents them as readable summaries or tables with working record links instead of raw API output.

twentyhq/twenty

This project uses flow for automation. An agent skill from flowexec/flow.

flowexec/flow

P4 changelist workflows — create, list, submit, shelve, unshelve, and manage changelists and shelved files via P4 MCP tools.

perforce/p4mcp-server

Create, debug, test, and publish MCP (Model Context Protocol) servers in C using the official ModelContextProtocol SDK — tools/prompts/resources, stdio vs HTTP transport, MapMcp hosting.

atherio-danp/cde-dotnetcc

Drive the PostHog wizard headlessly against a throwaway app through wizard-ci MCP tools, inspect decisions, and capture the real TUI.

PostHog/wizard

Guides through adding new features, MCP tools, analyzers, and extending the patent creator system.

RobThePCGuy/Claude-Patent-Creator

Cross-platform token audit and optimization for AI coding agents (Cursor, Codex, Claude Code, Hermes, Windsurf, Cline, OpenClaw, Gemini CLI, Aider).

HHU3637kr/skills

A skill your agent uses when adding or changing a ctl-api MCP tool (RegisterMCPTools, mcp.go handlers).

nuonco/nuon

Queries and edits Jira issues and Confluence pages through an MCP server, covering JQL and CQL queries, server setup, authentication and sprint or backlog workflows.

Jeffallan/claude-skills

Library management workflow for KiCAD — creating symbols, footprints, and managing libraries via MCP tools.

mixelpixx/Konnect

Build MCP servers for Copilot Chat using the OpenAI Apps SDK or MCP Apps SDK widget rendering support (any language).

microsoft/work-iq

Run the Minecraft Creator Tools command line (mct, the @minecraft/creator-tools npm package) for Minecraft Bedrock Edition add-ons.

Mojang/minecraft-creator-tools

Master C/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications.

wshobson/agents

A skill your agent uses when building Model Context Protocol (MCP) servers in .NET, configuring tools, transports (SSE/stdio), JSON serialization for AOT, or testing MCP endpoints

SebastienDegodez/copilot-instructions

SAP dependency security and MCP executable trust policy with secure upgrades, cooldowns, staged rollout, and supply-chain protection.

secondsky/sap-skills

Conforming, relinking, and finishing prep in the DaVinci Resolve MCP.

samuelgursky/davinci-resolve-mcp

Pixeval MCP 维护指南。仅当修订 MCP 功能相关时需要读取并遵守。

Pixeval/Pixeval

Edit files in Eclipse projects using MCP tools. An agent skill from gradusnikov/eclipse-chatgpt-plugin.

gradusnikov/eclipse-chatgpt-plugin

Builds a self-contained HTML digest of AI and agent news pulled from chosen X accounts through the official X MCP server, grouped into categories like Coding Agents and Agent Research.

dair-ai/dair-academy-plugins

Decide which AI agent behaviors are worth an eval case, then write those cases — harness-, framework-, and language-agnostic.

agentailor/fullstack-langgraph-nextjs-agent

Inspect, edit, verify, and export an open Adobe Premiere Pro project through the local Premiere MCP Bridge.

hetpatel-11/Adobe_Premiere_Pro_MCP

Patsnap TRIZ Concept Solution Engine MCP for AI agents. An agent skill from patsnap/mcp.

patsnap/mcp

Builds new holaOS apps with @holaboss/app-builder-sdk, either as integration-only MCP modules or as dashboard apps with a shadcn UI under src/client/.

holaboss-ai/holaOS

Deploy test resources and run Azure SDK tests in live, record, or playback mode.

Azure/azure-sdk-tools

Invoke any MCP (Model Context Protocol) server directly from the CLI via stdio JSON-RPC, with no Claude Code / harness dependency.

mobius-system/mobius

Activate this skill for querying DataJunction (DJ) — finding nodes, generating SQL, fetching metric data, exploring lineage, visualizing results — via the DJ UI, MCP tools, or REST/GraphQL APIs.

DataJunction/dj

Configure, repair, and verify MCP servers and MCP Apps in Claude Desktop on macOS.

yangtaihong59/siyuan-plugins-mcp-sisyphus

A skill your agent uses when generating an MCP server from an OpenAPI spec with Speakeasy.

trycompai/comp

Checks the state of an Ouroboros execution session and measures how far it has drifted from its original seed goal, using the Ouroboros MCP tools.

Q00/ouroboros

Rules for using the bundled LinkedIn MCP server for profile, company, job, post, feed and inbox work, with explicit authorization required for messages and connection requests.

stickerdaniel/linkedin-mcp-server

Drives the live Open Screenshot Generator editor tool by tool over MCP, using osg mcp to expose the design tools (artboards, elements, backgrounds, fonts, the asset libraries, templates, App Preview…

dotnetdreamer/open-screenshot-generator

Instructions for adding new features (tools, prompts, etc.) to the dartmcpserver package.

dart-lang/ai

Inspect screenshots, photos, diagrams, image paths, and image URLs when the task depends on visible content.

kairyou/agent-tools

Add Opik tracing to an existing app and verify a real trace lands.

comet-ml/opik-mcp

Quick reference for the Breeze RMM AI Agent system architecture, MCP tools, streaming chat, cost tracking, guardrails, and MCP server.

LanternOps/breeze

Systematic troubleshooting for the PEEKS workshop platform — EKS clusters, Terraform state, ingress, load balancers, MCP tool failures, YAML validation.

aws-samples/appmod-blueprints