agentsclimarketplace
Sign in

Context & AI engineering

26,304 rows, by stacks then stars

1,865 of these skill files have been read, by 1,328 distinct authors, and what they tell an agent counted. What Context & AI engineering authors agree on, and what they forbid

  • Datawrapper

    palewire/datawrapper-mcp/io.github.palewire/datawrapper-mcp MCP server

    48★ repo

    A Model Context Protocol (MCP) server and app for creating Datawrapper charts using AI assistants

  • Web Researcher MCP

    zoharbabin/web-researcher-mcp/io.github.zoharbabin/web-researcher-mcp MCP server

    48★ repo

    Your AI research assistant that cites real sources and stays honest

  • Make goal

    majiayu000/awesome-goal-prompts/skills/make-goal Skill

    47★ repo

    114 source-backed /goal contracts for coding agents, plus 200 separated seed patterns.

  • Perseus Vault (formerly Mimir/Mneme), persistent memory engine for AI agents

    Perseus-Computing-LLC/perseus-vault/io.github.Perseus-Computing-LLC/perseus-vault MCP server

    47★ repo

    Persistent, deterministic memory for AI agents. Local-first: SQLite, FTS5, AES-256-GCM, 55+ tools.

  • Perplexity comet mcp

    RapierCraft/perplexity-comet-mcp/io.github.RapierCraft/perplexity-comet-mcp MCP server

    47★ repo

    Bridge Claude Code with Perplexity Comet for autonomous browsing and tab management

  • lean-memory

    Wuesteon/lean-memory/io.github.Wuesteon/lean-memory MCP server

    47★ repo

    Embedded, local-first agent memory: one SQLite file per namespace, no server, no cloud.

  • Code memory

    kapillamba4/code-memory/io.github.kapillamba4/code-memory MCP server

    47★ repo

    Local semantic code search with Git history. Works offline, no API key needed.

  • Autotask

    wyre-technology/autotask-mcp/io.github.wyre-technology/autotask-mcp MCP server

    47★ repo

    MCP server for Kaseya Autotask PSA — companies, tickets, projects, time entries, and more.

  • Mcp

    prisma/mcp/io.prisma/mcp MCP server

    no license47★ repo

    MCP server for managing Prisma Postgres.

  • Reseed

    nattergabriel/reseed/skills/reseed Skill

    46★ repo

    A CLI tool for managing and distributing agent skills across projects

  • MikroMCP

    AliKarami/MikroMCP/io.github.AliKarami/mikromcp MCP server

    46★ repo

    MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and rollback.

  • Agentic Mermaid

    adewale/agentic-mermaid/io.github.adewale/agentic-mermaid MCP server

    46★ repo

    Render, verify, describe, and safely edit Mermaid diagrams through MCP.

  • Huly MCP

    dearlordylord/huly-mcp/io.github.dearlordylord/huly-mcp MCP server

    46★ repo

    Huly MCP: feature-complete MCP server for Huly integration

  • Help Scout MCP Server

    drewburchfield/help-scout-mcp-server/io.github.drewburchfield/help-scout-mcp MCP server

    46★ repo

    Search Help Scout conversations, customers, organizations, threads, and inboxes with AI assistants

  • Asc mcp

    erayendes/app-store-connect-mcp/io.github.erayendes/asc-mcp MCP server

    46★ repo

    App Store Connect + StoreKit 2 from any AI client. 982 tools from Apple's OpenAPI spec.

  • Microsoft MCP Server for Enterprise

    microsoft/EnterpriseMCP/io.github.microsoft/EnterpriseMCP MCP server

    46★ repo

    Official Microsoft MCP Server to query Microsoft Entra data using natural language

  • Cloud finops

    OptimNow/cloud-finops-skills/skills/cloud-finops Skill

    no license45★ repo

    Open-source, FinOps Foundation aligned FinOps knowledge skill and mcp for AI coding assistants. 28 reference files spanning cloud cost (AWS/Azure/GCP/OCI), AI inference economics, Kubernetes, data platforms, allocation, chargeback, anomaly management, waste detection, GreenOps. Installs into 11 AI tools. Refreshed monthly. Built by OptimNow

  • Research proof

    tonyblu331/research-proof/plugins/research-proof-plugin/skills/research-proof Skill

    45★ repo

    Pressure-test research claims with falsifiable evidence plans, adversarial checks, frozen verifiers, and proof ledgers.

  • Xinkuang china stock mcp

    xinkuang/china-stock-mcp/ai.smithery/xinkuang-china-stock-mcp MCP server

    45★ repo

    Access real-time and historical market data for China A-shares and Hong Kong stocks, along with ne…

  • Git courer

    Alejandro-M-P/git-courer/io.github.Alejandro-M-P/git-courer MCP server

    45★ repo

    Full git MCP server for LLM agents — 17 tools, AST annotator, auto-backups, real plumbing.

  • MCP Gateway

    MikkoParkkola/mcp-gateway/io.github.MikkoParkkola/mcp-gateway MCP server

    no license45★ repo

    Universal MCP gateway with Meta-MCP discovery, routing, and REST API capabilities.

  • OmniClip RAG

    msjsc001/OmniClip-RAG/io.github.msjsc001/omniclip-rag-mcp MCP server

    45★ repo

    Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.

  • Orionbelt analytics

    ralfbecher/orionbelt-analytics/io.github.ralfbecher/orionbelt-analytics MCP server

    no license45★ repo

    Ontology-based MCP server for database schema analysis and RDF/OWL ontology generation

  • Agentforge openclaw

    AlekseiUL/agentforge-openclaw Skill

    44★

    Create production-ready skills and agents for OpenClaw. 4-level memory, auto-improvement, 22 battle-tested pitfalls.

  • Martin Loop

    Keesan12/martin-loop/io.github.Keesan12/martin-loop MCP server

    44★ repo

    Governed MCP server for AI coding agents with budgets, verifier gates, and inspectable runs.

  • Wayback Machine

    Mearman/mcp-wayback-machine/io.github.Mearman/mcp-wayback-machine MCP server

    no license44★ repo

    MCP server and CLI tool for interacting with the Wayback Machine without API keys

  • Kiln

    codeofaxel/Kiln/io.github.codeofaxel/kiln MCP server

    44★ repo

    Kiln MCP server for agents: design, slice, print, monitor, and recover physical objects safely.

  • Obsidian sync mcp

    es617/obsidian-sync-mcp/io.github.es617/obsidian-sync-mcp MCP server

    44★ repo

    Give AI agents access to your Obsidian vault via local files or Self-hosted LiveSync.

  • Mcp console automation

    ooples/mcp-console-automation/io.github.ooples/mcp-console-automation MCP server

    44★ repo

    MCP server for AI-driven console application automation and monitoring

  • Claude code eyes

    fcavalcantirj/claude-code-eyes Skill

    43★

    Give Claude Code eyes 👁️ — a camera skill so it can SEE real hardware, displays and wiring: verify a rendered panel, check wiring before power-on, and catch bugs that live on the glass, not the logs.

  • Qiaomu model cli

    joeseesun/qiaomu-model-cli Skill

    43★

    并发调用本机 Grok 4.5、Kimi K3 与 Claude Code，带实时心跳和独立日志 | Concurrent local model CLI orchestration with live progress and isolated logs.

  • Blockscout mcp server

    blockscout/mcp-server/ai.smithery/blockscout-mcp-server MCP server

    no license43★ repo

    Provide AI agents and automation tools with contextual access to blockchain data including balance…

  • Mcp dashboards

    KyuRish/mcp-dashboards/io.github.KyuRish/mcp-dashboards MCP server

    no license43★ repo

    45+ interactive charts, dashboards, flowcharts, and KPIs inside any AI conversation

  • Scrivener mcp

    writerslogic/scrivener-mcp/io.github.writerslogic/scrivener-mcp MCP server

    43★ repo

    MCP server for Scrivener: read, write, analyze, and search your manuscripts with AI assistants.

  • 46 orchestrate

    scdenney/open-science-skills/codex/46-orchestrate Skill

    no license42★ repo

    Agentic skills for Claude Code and Codex, built from published social-science methods sources. Covers experimental design, computational text analysis, manuscript QA, and transparent reporting.

  • Claude code tasks

    sequenzia/agent-alchemy/claude/claude-tools/skills/claude-code-tasks Skill

    42★ repo

    Agent Alchemy is a curated collection of plugins, apps, and extensions designed to elevate your agentic engineering workflows. Built for Claude Code and other AI coding agents, these tools help developers work smarter and ship faster.

  • Dev agent

    KevinKE93/Dev_Agent_OPC/dev-agent/native/skills/dev-agent Skill

    no license42★ repo

    A automatic dev agent from idea → spec → design → plan → build → test → review → ship and included many roly and responsibility. Add many feature and modified for OPC or small business team. Based on @addyosmani agent-skills

  • Prompt polish

    mfarzanansari/prompt-polish Skill

    42★

    Agent skill that rewrites rough prompts into polished, model-specific prompts — grounded in the official Anthropic prompting guides

  • Agentic code review

    DominikTobureto/awesome-grok-build/.grok/skills/agentic-code-review Skill

    42★ repo

    Grok Build resources, reusable .grok/skills, AGENTS.md templates, hooks, prompts, and starter workflows.

  • SmartBear MCP

    SmartBear/smartbear-mcp/com.smartbear/smartbear-mcp MCP server

    42★ repo

    MCP server for AI access to SmartBear tools, including BugSnag, Reflect, Swagger, PactFlow, QTM4J.

  • Roslyn CodeLens

    MarcelRoozekrans/roslyn-codelens-mcp/io.github.MarcelRoozekrans/roslyn-codelens MCP server

    42★ repo

    Roslyn MCP server: semantic .NET/C# intelligence - analysis, refactoring, tests, IL inspection.

  • KonQuest Meta Ads MCP

    brandu-mos/konquest-meta-ads-mcp/io.github.brandu-mos/konquest-meta-ads-mcp MCP server

    42★ repo

    Supervised Meta Ads operating system for Claude Code with 57 campaign management tools.

  • Audio File MCP App

    counterpoint-studio/audio-file-mcp-app/io.github.counterpoint-studio/audio-file-mcp-app MCP server

    42★ repo

    Inspect local audio files — playback, metadata, loudness, spectrogram.

  • build123d MCP

    pzfreo/build123d-mcp/io.github.pzfreo/build123d-mcp MCP server

    42★ repo

    AI-driven 3D CAD via build123d: execute, render, measure, and export geometry interactively.

  • Agent builder

    keysersoose/claude-agent-builder/agent-builder Skill

    41★ repo

    Build production-ready AI agents in Claude Code from natural language. Analyzes your problem, researches best practices, and generates subagents, skills, hooks, commands & MCP configs.

  • Agents md manager

    tdimino/claude-code-minoan/skills/core-development/agents-md-manager Skill

    41★ repo

    A curated ~/.claude/ configuration for professional development workflows — 90+ skills, 46 hooks, and CLI tools

  • Mcp suno

    AceDataCloud/SunoMCP/io.github.AceDataCloud/mcp-suno MCP server

    41★ repo

    MCP server for Suno AI music generation, lyrics, and covers

  • Containerization Assist

    Azure/containerization-assist/io.github.Azure/containerization-assist MCP server

    41★ repo

    TypeScript MCP server for AI-powered containerization workflows with Docker and Kubernetes support

  • Open notebook

    Epochal-dev/open-notebook-mcp/io.github.Epochal-dev/open-notebook MCP server

    41★ repo

    MCP server that wraps the Open Notebook API

  • Ai memory

    alphaonedev/ai-memory-mcp/io.github.alphaonedev/ai-memory MCP server

    41★ repo

    Persistent memory for any AI — zero token cost until recall

  • Wpf dev pack mcp

    christian289/dotnet-with-claudecode/io.github.christian289/wpf-dev-pack-mcp MCP server

    41★ repo

    Serves WPF Dev Pack knowledge topics to AI agents from a local repo clone.

  • Parallel Browser MCP

    etairl/parallel-browser-mcp/io.github.etairl/parallel-browser-mcp MCP server

    41★ repo

    MCP server for parallel browser automation across multiple providers.

  • Test coverage mcp

    goldbergyoni/test-coverage-mcp/io.github.goldbergyoni/test-coverage-mcp MCP server

    no license41★ repo

    Analyze test coverage from LCOV files - makes AI agents coverage-aware without wasting tokens

  • Agent MCP Gateway

    roddutra/agent-mcp-gateway/io.github.roddutra/agent-mcp-gateway MCP server

    41★ repo

    On-demand tool discovery for all your MCPs and per-subagent MCP controls to preserve context window.

  • CICADA

    wende/cicada/io.github.wende/cicada MCP server

    41★ repo

    Code intelligence MCP server for 17+ programming languages.

  • Conflict patterns

    KnowledgeXLab/skill-git/skills/conflict-patterns Skill

    40★ repo

    Supercharge your AI agents by versioning, tracking, and merging overlapping skills.

  • Agent doctor

    AlekseiUL/openclaw-superagent/skills/agent-doctor Skill

    40★ repo

    Complete AI Agent System for OpenClaw — memory, self-healing, self-improvement, voice, automation

  • Mobile Device MCP

    srmorete/mobile-device-mcp/io.github.srmorete/mobile-device-mcp MCP server

    40★ repo

    Control iOS and Android devices with multi-device and seamless Native/WebView support.

  • Flowbite mcp

    themesberg/flowbite-mcp/io.github.themesberg/flowbite-mcp MCP server

    40★ repo

    MCP server to convert Figma designs to Flowbite UI components in Tailwind CSS

  • Xiaohongshu skill

    DeliciousBuding/xiaohongshu-skill Skill

    39★

    小红书Skill — 基于 Python Playwright 的搜索、帖子详情、用户主页提取工具