Best MCP servers skills, page 4

Build production-ready AI agent backends using the CloudBase Agent Python SDK — create agents with LangGraph/CrewAI/LlamaIndex, serve them via FastAPI with AG-UI protocol streaming +…

TencentCloudBase/CloudBase-AI-Toolkit

A skill your agent uses when the user asks for: price of any asset, ticker, order book, candles, OHLCV, funding rate, open interest, OI change scanner, market screener (top movers, high-volume…

dex-original/okx-agent-trade-kit

A skill your agent uses for RAW photo culling, Lightroom Classic or Camera Raw editing, reference-style matching, closed-loop Lightroom MCP adjustments, lighting-cluster preset creation, XMP…

Automaat/lightroom-mcp

Sequences parts-mcp tool calls for finding, pricing and checking availability of electronic components, including BOM processing and datasheet navigation.

andrewyng/context-hub

Install, verify, inspect, edit, and export local Adobe Premiere Pro projects through the Premiere MCP Bridge.

hetpatel-11/Adobe_Premiere_Pro_MCP

Use Xquik to fetch X (Twitter) data or act through a connected account: search, profiles, followers, replies, threads, timelines, media downloads, bulk exports, trends, monitors, signed webhooks…

Xquik-dev/x-twitter-scraper

Inspect a ChatGPT Apps MCP server codebase and generate chatgpt-app-submission.json with app info suggestions, tool hint justifications, test cases, and negative test cases, then report review-check…

nteract/semiotic

Saves the decisions, facts, failures and architecture notes from a conversation into Atlas's shared memory so other agents and later sessions can reuse them.

pacifio/atlas

A skill your agent uses when writing or modifying UE C++ (classes, actors, components, subsystems, interfaces, function libraries) with Rider MCP available.

JasonMa0012/MooaToon

Load the official MCP Apps builder skills (create-mcp-app, migrate-oai-app, add-app-to-server, convert-web-app) from github.com/modelcontextprotocol/ext-apps.

awslabs/cli-agent-orchestrator

Search and record failure-recovery lessons from real engineering sessions; submit and verify debugging lessons across the MisakaNet network.

Ikalus1988/MisakaNet

Search places, resolve addresses, compare routes, inspect neighborhoods, and retrieve geographic or environmental facts through the standalone @cablate/mcp-google-map CLI.

cablate/mcp-google-map

Persistent compounding memory for AI agents. An agent skill from Goldentrii/AgentRecall-X.

Goldentrii/AgentRecall-X

The contract every new or modified API endpoint must follow so it is correct for the public OpenAPI spec, the MCP server (npm @trycompai/mcp-server), the ValidationPipe, and the docs.

trycompai/comp

Add a new Azure Functions sample/quickstart to the Template Manifest.

Azure/azure-functions-templates

Connect to NextCRM MCP server to manage CRM data — accounts, contacts, leads, opportunities, targets, products, contracts, activities, documents, target lists, enrichment, email accounts, campaigns…

pdovhomilja/nextcrm-app

Use SwarmVault when the user needs a local-first knowledge vault that writes durable markdown, graph, search, dashboard, review, chat-session, context-pack, task-ledger, static AI export, retrieval…

swarmclawai/swarmvault

Run, test, and debug the photofield server locally. An agent skill from SmilyOrg/photofield.

SmilyOrg/photofield

Guide developers through creating and updating MCP Apps. An agent skill from alpic-ai/skybridge.

alpic-ai/skybridge

A skill your agent uses when you need to store, retrieve, search, or manage documents in a local knowledge base with semantic search and hybrid (vector + full-text) retrieval.

andrea9293/mcp-documentation-server

Design the domain model for the Stitch SDK. An agent skill from google-labs-code/stitch-sdk.

google-labs-code/stitch-sdk

Scaffold production-ready Python MCP servers using FastMCP. An agent skill from timothywarner-org/claude-code.

timothywarner-org/claude-code

Browses and searches the LangBot Space marketplaces for plugins, MCP servers and skills through its read-only MCP server, authenticated with a personal access token.

langbot-app/LangBot

Play or validate Slay the Spire 2 through the local sts2-ai-agent MCP tools, including access to live game metadata from the Mod API (cards/relics/monsters/etc.) for richer decision-making.

CharTyr/STS2-Agent

Build, modify, audit, repair, optimize, debug, and deploy agents with Agentforce Agent Script.

SalesforceAIResearch/agentforce-adlc

This skill should be used when the user asks about "codebase-memory-mcp tools", "graph query syntax", "Cypher query examples", "edge types", "how to use searchgraph", "querygraph examples", or needs…

DmNote-App/DmNote

Design review and validation workflow for KiCAD projects via MCP tools.

mixelpixx/Konnect

Searches, compares and fills baskets across supermarkets in several countries, with delivery slots, checkout and nutrition data, as a CLI, MCP server or skill.

abracadabra50/open-supermarkets

Externalize working memory and logical state into the lemmalog Datalog engine (MCP).

JordyZomer/lemmalog

Troubleshoot and configure Semantix capabilities: Skills (project/custom/global/builtin priority, discovery dirs), Commands (override order, /dir:file naming), Hooks (11 events, automatic project…

Gnosil/semantix

Lets an agent view, create, update and transition Jira issues in natural language, automatically choosing between the jira CLI and Atlassian MCP tools.

jjmartres/opencode

A skill your agent uses when the user asks how to build with OpenAI products or APIs, asks about Codex itself or choosing Codex surfaces, needs up-to-date official documentation with citations, help…

lingxling/awesome-skills-cn

Embedded hardware debugging workflow for probe-rs targets using embedded-debugger-mcp.

Adancurusul/embedded-debugger-mcp

Looks up official Claude Code documentation stored as reference files instead of guessing about CLI commands, configuration, or plugin APIs.

obra/superpowers-developing-for-claude-code

Debug and trace ColecoVision and Super Game Module games using the Gearcoleco emulator MCP server.

drhelius/Gearcoleco

A skill your agent uses when validating code-index-mcp language strategies, tree-sitter symbol extraction, calledby or import baselines, or sample projects under test/sample-projects after parser…

johnhuang316/code-index-mcp

A skill your agent uses when user asks to 'lint agent configs', 'validate skills', 'check CLAUDE.md', 'validate hooks', 'lint MCP'.

agent-sh/agnix

Persistent memory enhancement for AI agents. An agent skill from sopaco/cortex-mem.

sopaco/cortex-mem

Work with Domscribe — the pixel-to-code bridge. An agent skill from patchorbit/domscribe.

patchorbit/domscribe

Runtime debugging and live project inspection via godot-mcp.

RandallLiuXin/GodotMaker

Primary/default skill for UI design, product design, web design, landing pages, dashboards, product screens, redesigns, visual polish, frontend/CSS styling, design systems, components, responsive…

referodesign/refero_skill

Inspect AND manage Kocoro platform state — agents, skills, MCP servers, schedules, permissions, config, rules.

Kocoro-lab/Kocoro

Turns a GitHub course repository into an interactive tutor for the MCP Associate certification, making the learner explain and defend each step.

rohitg00/ai-engineering-from-scratch

Find official portals, APIs, and download paths for authoritative primary data sources (governments, international organizations, research institutions, etc.).

MLT-OSS/FirstData

Local-first long-term memory for AI agents via MCP — zero LLM calls at write time, typed retrieval at read time.

chunxiaoxx/nautilus-compass

How to build production MCP servers with MCP Fusion using the MVA (Model-View-Agent) pattern.

vinkius-labs/mcpfusion

A skill your agent uses when adding or changing Archestra backend routes, models, services, API request/response schemas, endpoint permissions, or OpenAPI/codegen for the generated API client.

archestra-ai/archestra

Installs, configures, and repairs AutoRAG's search model, approved folders, indexes, and datasources, and registers its Lite MCP server.

Marker-Inc-Korea/AutoRAG