MCP Servers & Skills Directory

Google Analytics MCP

Inspect GA4 properties and run traffic, funnel, and realtime reports through Google’s experimental Analytics MCP server.

googleanalytics · ★ 3,452 (2026-10-14)

Google Ads MCP

Query advertising accounts with Google’s own Google Ads MCP server and inspect API resource metadata before writing reporting queries.

googleads · ★ 1,038 (2026-10-14)

Google Cloud gcloud MCP

Give an MCP client access to gcloud commands through Google’s official Cloud SDK integration.

googleapis · ★ 922 (2026-10-14)

Brave Search MCP (Brave)

Use Brave’s maintained server for web, news, image, video, local-place, and LLM-context searches.

brave · ★ 1,497 (2026-10-14)

Burp Suite MCP (PortSwigger)

Connect your AI client to a running Burp Suite instance through PortSwigger’s MCP extension and packaged stdio proxy.

PortSwigger · ★ 1,234 (2026-10-14)

Hex-Rays IDA MCP

Use Hex-Rays’ official MCP integration for IDA GUI and headless analysis sessions.

HexRaysSA · ★ 1,125 (2026-10-14)

Mapbox MCP

Combine geocoding, route planning, map rendering, and geospatial calculations through Mapbox’s hosted MCP server.

mapbox · ★ 360 (2026-10-14)

Render MCP

Inspect Render services, deployment events, logs, metrics, and Postgres resources from your AI client.

render-oss · ★ 180 (2026-10-14)

BrowserStack MCP

Discover and use BrowserStack testing capabilities for browser, mobile, accessibility, test management, and load-testing workflows.

browserstack · ★ 155 (2026-10-14)

Contentful MCP

Manage Contentful entries, assets, content models, and publishing workflows with the vendor’s MCP server.

contentful · ★ 61 (2026-10-14)

Confluent MCP

Inspect Kafka, Flink SQL, Schema Registry, and connectors across Confluent Cloud and self-managed deployments.

confluentinc · ★ 167 (2026-10-14)

Fastly MCP

Discover Fastly API methods, inspect their documentation, and execute focused API tasks through a compact MCP tool surface.

fastly · ★ 39 (2026-10-14)

Auth0 MCP

Inspect applications, users, logs, and Actions in an Auth0 tenant through the vendor’s MCP integration.

auth0 · ★ 122 (2026-10-14)

GitKraken MCP

Connect an assistant to local Git operations, Git hosting, Jira, and GitKraken work-item workflows.

gitkraken · ★ 461 (2026-10-14)

Turso MCP

Manage Turso organizations, databases, groups, and SQL through a hosted MCP service with browser sign-in.

tursodatabase · ★ 6 (2026-10-14)

Svelte MCP

Fetch current Svelte documentation, inspect generated components, and create runnable playground links with the official Svelte MCP server.

sveltejs · ★ 333 (2026-10-14)

Aiven MCP

Connect an assistant to Aiven projects, PostgreSQL, Kafka, and service integrations using the vendor-hosted MCP endpoint.

Aiven-Open · ★ 28 (2026-10-14)

LaunchDarkly Local MCP

Use LaunchDarkly’s self-managed MCP server for flag, environment, audit-log, and AI Config workflows, including EU and Federal instances.

launchdarkly · ★ 27 (2026-10-14)

Couchbase MCP

Explore Capella or self-managed Couchbase clusters, inspect document schemas, and run SQL++ queries with Couchbase’s own MCP server.

couchbase · ★ 35 (2026-10-14)

Teradata MCP

Connect AI clients to Teradata for data exploration, profiling, semantic layers, analytics, and database administration.

Teradata · ★ 57 (2026-10-14)

GreptimeDB MCP

Analyze metrics, logs and traces in GreptimeDB with SQL, PromQL-compatible TQL, and time-window aggregation tools.

GreptimeTeam · ★ 29 (2026-10-14)

StarRocks MCP

Explore StarRocks databases, run SQL, inspect query performance, and turn analytical query results into charts.

StarRocks · ★ 195 (2026-10-14)

Apache Doris MCP

Expose read-only Apache Doris capabilities through a server with domain discovery, explicit authorization, and bounded query results.

apache · ★ 350 (2026-10-14)

Apache IoTDB MCP

Query Apache IoTDB time-series data using Tree Model or Table Model SQL and inspect the permission requirements for database actions.

apache · ★ 39 (2026-10-14)

Milvus MCP

Connect an MCP client to Milvus for vector search, collection inspection, and vector-database operations.

zilliztech · ★ 244 (2026-10-14)

Xata MCP

Connect directly to Xata’s hosted MCP endpoint from an MCP client without running a local server.

xataio · ★ 0 (2026-10-14)

IBM Instana MCP

Investigate IBM Instana infrastructure, applications and events through a locally run MCP server with selectable tool categories.

instana · ★ 28 (2026-10-14)

VictoriaMetrics MCP

Query VictoriaMetrics metrics and time series, inspect alerts and cardinality, and search the embedded product documentation.

VictoriaMetrics · ★ 238 (2026-10-14)

Square MCP

Connect to Square’s hosted OAuth MCP server for Square API workflows; the official repository also documents a local sandbox configuration.

square · ★ 108 (2026-10-14)

Adyen MCP

Use Adyen’s alpha MCP server to inspect payment methods and sessions, create payment links, and work with merchant webhook configuration.

Adyen · ★ 27 (2026-10-14)

Razorpay MCP

Inspect Razorpay payments, orders and settlements, and manage payment links through Razorpay’s official remote MCP service.

razorpay · ★ 231 (2026-10-14)

Webflow MCP

Connect AI clients to Webflow’s Data API for site and CMS workflows using the official hosted MCP server or a local token-based server.

webflow · ★ 141 (2026-10-14)

Icons8 MCP

Find Icons8 assets from your coding agent, browse icon styles and categories, and retrieve PNG or plan-dependent SVG results.

icons8 · ★ 16 (2026-10-14)

Lucid MCP

Search, summarize, create and edit Lucid diagrams through Lucid’s hosted MCP connection with OAuth sign-in.

lucidsoftware · ★ 3 (2026-10-14)

Whimsical MCP

Build editable Whimsical flowcharts, wireframes and docs, or search and update existing workspace content through the official hosted server.

WhimsicalCode · ★ 10 (2026-10-14)

Trello MCP

Connect directly to Trello’s official cloud MCP server to search boards and cards, manage checklists, and organize workspace tasks.

atlassian · ★ 68 (2026-10-14)

Alibaba Cloud DevOps MCP

Connect to Alibaba Cloud Yunxiao for repository, merge-request, work-item, pipeline and organization workflows.

aliyun · ★ 175 (2026-10-14)

Hostinger MCP

Use Hostinger’s official remote MCP endpoint to discover hosting operations and manage account resources through an authorized session.

hostinger · ★ 161 (2026-10-14)

Docker Hub MCP

Search Docker Hub images and inspect repositories and tags with Docker’s own MCP integration.

docker · ★ 170 (2026-10-14)

ConfigCat MCP

Inspect and manage ConfigCat feature flags, environments, products and permissions, with SDK documentation available in the same MCP connection.

configcat · ★ 17 (2026-10-14)

Gitee MCP

Inspect Gitee repositories, issues, pull requests and notifications through the official hosted MCP endpoint or local server.

oschina · ★ 66 (2026-10-14)

Laravel Boost MCP

Give a coding agent Laravel application context, database inspection and ecosystem documentation through Laravel’s official Boost development tools.

laravel · ★ 3,649 (2026-10-14)

MDN MCP

Search MDN web-platform documentation and browser compatibility information through Mozilla’s experimental remote MCP server.

mdn · ★ 192 (2026-10-14)

Hugging Face MCP

Connect to Hugging Face Hub tools and selected Spaces through the official hosted MCP endpoint, with account-specific tool configuration.

huggingface · ★ 305 (2026-10-14)

Docling MCP

Convert documents to structured Docling formats, build new documents, and reuse cached document results through Docling’s MCP service.

docling-project · ★ 771 (2026-10-14)

ZenML MCP

Inspect ZenML pipeline runs, artifacts, stacks and model-registry resources through a server with compact resource tools and configurable write policy.

zenml-io · ★ 49 (2026-10-14)

Mailtrap MCP

Connect to Mailtrap for email sandbox testing, transactional and bulk delivery, and account email workflows.

mailtrap · ★ 65 (2026-10-14)

Infobip MCP

Connect to Infobip’s remote MCP services for messaging, delivery reporting, authentication and customer-data workflows.

infobip · ★ 37 (2026-10-14)

Lara Translate MCP

Translate with Lara using language detection, contextual guidance, translation memories and glossaries from the official Translated MCP server.

translated · ★ 99 (2026-10-14)

Globalping MCP

Run distributed network measurements through Globalping’s official hosted MCP service and compare connectivity across locations.

jsdelivr · ★ 64 (2026-10-14)

SerpApi MCP

Query search-engine results through SerpApi’s official remote MCP endpoint, with engine-specific parameters and structured responses.

serpapi · ★ 180 (2026-10-14)

Parallel Search MCP

Search the web and fetch pages through Parallel’s hosted MCP server, with a keyless connection documented for coding agents.

parallel-web · ★ 23 (2026-10-14)

You.com MCP

Connect to You.com’s hosted search and content tools through its official stdio bridge, with keyless and API-key profiles documented separately.

youdotcom-oss · ★ 24 (2026-10-14)

Firefox DevTools MCP

Use Mozilla’s MCP server to browse with Firefox and inspect page snapshots, network requests, console messages, and developer tooling.

Mozilla · ★ 493 (2026-10-15)

DigitalOcean MCP

Manage DigitalOcean infrastructure through service-specific hosted MCP endpoints or the vendor’s local server.

digitalocean-labs · ★ 138 (2026-10-18)

Google Kubernetes Engine MCP

Inspect GKE clusters, Kubernetes workloads, logs, and upgrade risks using Google Cloud’s MCP server.

GoogleCloudPlatform · ★ 169 (2026-10-18)

Paddle Billing MCP

Work with Paddle Billing products, prices, customers, subscriptions, transactions, and reports through its official MCP server.

PaddleHQ · ★ 49 (2026-10-18)

Permit.io Access Request MCP

Expose Permit.io access requests, operation approvals, and resource instances to an MCP-enabled assistant.

permitio · ★ 3 (2026-10-18)

SigNoz MCP

Query SigNoz logs, traces, metrics, alerts, dashboards, and service telemetry through its official MCP server.

SigNoz · ★ 128 (2026-10-18)

Socket Security MCP

Inspect dependency risk and package metadata using Socket’s hosted or local MCP server.

SocketDev · ★ 139 (2026-10-18)

commercetools Commerce MCP

Connect an MCP client to commercetools products, carts, orders, customers, and payment information.

commercetools · ★ 4 (2026-10-18)

CrowdStrike Falcon MCP

Investigate Falcon detections, hosts, threat intelligence, and other security data through CrowdStrike’s MCP server.

CrowdStrike · ★ 270 (2026-10-18)

Firebase MCP

Connect a coding assistant to Firebase projects, Authentication, Firestore, security rules, and other Firebase development tools.

firebase · ★ 4,475 (2026-10-18)

HashiCorp Consul MCP

Connect MCP clients to Consul service discovery, health checks, key-value data, service mesh, and ACL operations.

hashicorp · ★ 5 (2026-10-18)

HashiCorp Vault MCP

Use HashiCorp’s MCP server to manage Vault mounts, key-value secrets, and PKI workflows.

hashicorp · ★ 64 (2026-10-18)

Heroku Platform MCP

Inspect and manage Heroku applications, dynos, add-ons, pipelines, logs, and PostgreSQL resources through MCP.

heroku · ★ 82 (2026-10-18)

Miro AI MCP

Bring Miro board context, diagrams, documents, and implementation workflows into MCP-enabled coding assistants.

miroapp · ★ 163 (2026-10-18)

Prefect MCP

Inspect Prefect flows, runs, deployments, logs, work pools, and automations using its experimental MCP server.

PrefectHQ · ★ 54 (2026-10-18)

Rootly MCP

Connect an assistant to Rootly incident response, on-call schedules, alerts, and incident analysis workflows.

rootlyhq · ★ 45 (2026-10-18)

Snyk Studio MCP

Bring Snyk code, dependency, container, infrastructure, and related security scans into a local MCP workflow.

snyk · ★ 58 (2026-10-18)

SumUp MCP

Connect AI payment workflows to SumUp using its MCP server and supporting AI toolkit.

sumup · ★ 14 (2026-10-18)

Pull up-to-date, version-specific library docs into any coding agent — no more hallucinated APIs.

Semantic code retrieval + symbolic editing for your agent — like giving Claude a real IDE with language servers for 40+ languages.

Give Claude a real terminal — file ops, code edits, processes, and shell across your whole filesystem with permission gates.

Official Python SDK for the Model Context Protocol — build servers and clients in 30 lines, ships with FastMCP-compatible decorators.

Sandbox tool outputs and compact-safe session memory — cut 98% of tool-call tokens across 12 coding platforms.

Remote MCP for any public GitHub repo — feed up-to-date repo docs/code into Claude, stop hallucinating.

Go SDK for building MCP servers — minimal boilerplate, type-safe tool definitions, used by half the production-grade Go MCPs in the wild.

Browser + API automation MCP built on Playwright — drive real Chromium/Firefox/WebKit sessions and hit REST endpoints from one tool.

Computer-use MCP for Windows — let Claude click, type, screenshot and drive any desktop app via UIA.

Platform-agnostic mobile automation — iOS, Android, simulators, real devices via one MCP interface.

Wrap any MCP server as a standard OpenAPI service — instant /docs, JSON Schema, OAuth, no protocol mismatch with non-MCP clients.

Spec-driven development — Requirements → Design → Tasks workflow with live dashboard and approval gates.

Isolated, parallel containerized environments for coding agents.

Build, run, and evaluate MCP-aware agents in Python — first-class Skills, MCP, and ACP, with a great DX.

Enterprise MCP control plane — registry + gateway + orchestrator + guardrails. Run dozens of MCP servers behind one auditable endpoint.

Drive the Godot game engine from Claude — launch the editor, run scenes, capture debug output, iterate on gameplay without leaving the chat.

MCP server plus CLI tool that indexes local code into a graph database to provide context to AI assistants.

Microsoft's curated catalog of official MCP servers — Azure, Dataverse, Fabric, Learn, Playwright, and more, all in one index.

Grafana's official MCP server — query Prometheus/Loki, list dashboards, fetch alerts, all from Claude.

Next-gen agentic proxy for AI agents and MCP servers — auth, observability, rate limits in front of any MCP fleet.

All-in-one protocol/file analysis toolkit exposed via MCP — packets, binaries, logs, archives, all from Claude.

Snyk's official security scanner for AI agents, MCP servers, and agent skills — surface prompt-injection and supply-chain risk.

Microsoft's official Skills, MCP servers, Custom Agents, and Agents.md for coding agent grounding across their SDKs.

One endpoint to rule them all — MetaMCP aggregates multiple MCP servers behind a single gateway with auth, rate-limits, and namespacing.

Official catalog and lookup service for MCP servers — discover, publish, and verify production MCPs from one canonical source.

Official spec + SDK for MCP Apps — a standard for UIs embedded inside AI chatbots.

AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tool

Turn any MCP, OpenAPI, or GraphQL server into a CLI — at runtime, with zero codegen.

🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Servers and APIs into MCP servers with zero code chang

Drive the iOS Simulator from Claude — list devices, boot, install apps, tap, screenshot, record video — for UI testing and bug repro.

Postman for MCP — debug, chat with, inspect, and evaluate any MCP server (and ChatGPT apps) in a local UI.

ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.

Microsoft's official MCP for Azure DevOps — work items, repos, pipelines, boards, all from Claude.

Minimal MCP coding agent for Claude Desktop — read/write/run, nothing else.

The most-starred GitLab MCP — issues, MRs, pipelines, and the GraphQL API surface, with self-hosted instance support.

Official Terraform MCP Server providing seamless integration with Terraform ecosystem for IaC automation.

Run all your MCP servers behind one endpoint — lightweight Go aggregator, single binary, zero deps.

Scan MCP servers for prompt-injection and tool-poisoning vulnerabilities — Cisco AI Defense's first-party scanner.

Published in CNCF Landscape: A MCP server for Kubernetes.

The best way to create, deploy, and share MCP Servers

Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telem

MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repo

Build MCP servers directly inside your Laravel app — expose routes, models, and Artisan commands as MCP tools.

Smithery's official CLI — install, manage, and develop MCP servers and skills with one command.

Sentry provides a hosted MCP endpoint for developer debugging workflows. Connect over HTTP and complete OAuth in a compatible client; self-hosted Sentry uses a separate local setup.

📄 Production-ready MCP server for PDF processing - 5-10x faster with parallel processing and 94%+ test coverage

Centralize many MCP servers behind one gateway — auth, observability, and a registry UI for enterprise rollouts.

Easily spin up an MCP Server on Next.js, Nuxt, Svelte, and more — first-class MCP tooling from Vercel.

Vercel’s adapter for building MCP servers on Next.js, Nuxt, and SvelteKit with edge functions.

Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.

Fast and accurate code search for agents — uses ~98% fewer tokens than grep+read. Local embeddings, sub-second queries.

A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build s

SonarSource provides an MCP server for SonarQube Cloud and Server. The official manual setup uses the sonarsource/sonarqube-mcp container image.

Home Assistant MCP server agent. Enable Claude Code, Cursor, VS Code or any MCP-enabled IDE to help you vibe-code and manage Home Assistant:

A VSCode extension that lets you find and install Agent Skills and MCP Apps to use with GitHub Copilot, Claude Code, and Codex CLI.

Run commands on remote Linux/Windows servers over SSH from any MCP-compatible AI client.

Browser automation through Puppeteer — interact with new instances or existing Chrome windows.

One MCP to rule them all — aggregate dozens of MCP servers into a single endpoint with shared auth, naming, and rate limits.

🌋 Build AI agents that seamlessly combine LLM reasoning with real-world actions via MCP tools — in just a few lines of TypeScript.

Generic GraphQL MCP — schema introspection + query execution against any GraphQL API.

A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents.

Build MCP servers and clients in C#/.NET — attribute-based API, Microsoft.Extensions.AI + Semantic Kernel integration.

🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environ

Self-evolving daemon that compresses repos into refined context — 70-95% fewer tokens, "Haiku as Opus" performance.

Self-hosted multi-agent AI runtime with MCP server support. Build, orchestrate, and run autonomous agents with memory, skills, schedules, an

Give your AI agent a real debugger — breakpoints, stepping, variable inspection in VS Code. Stop reading logs, start stepping through.

Syntax-aware code analysis via Tree-sitter — get ASTs, find symbols, slice functions instead of grepping strings.

🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi, Exa), AI tools (Kagi Fast

Secure WebAssembly sandbox for AI agents - run untrusted Python or JavaScript without trusting it.

Official Apollo MCP — expose GraphQL operations as MCP tools with guided workflows.

Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor, GitHub Copilot, Gemini,

Universal MCP for GraphQL & REST APIs — point it at a spec or endpoint, get introspected tools with zero per-API config.

Turns OpenAPI specs into MCP resources — clean TypeScript implementation, popular for wrapping internal services as agent tools.

Turn AI into a persistent, memory-powered collaborator. Universal MCP Server (supports HTTP, STDIO, and WebSocket) enabling cross-platform A

Vurb.ts - The TypeScript Framework for MCP Servers. Type-safe tools, structured AI perception, and built-in security. Deploy once — every AI

Postman's official MCP server — connect AI tools to workspaces, collections, environments, and APIs.

Speakeasy's control plane for building, securing, and monitoring agents, MCPs, and skills.

AI-powered n8n workflow automation through natural language. MCP server enabling Claude AI & Cursor IDE to create, manage, and monitor workf

IntelliJ plugin that exposes the IDE's code index over MCP so coding agents can leverage IDE intelligence.

Authentication, analytics, and prompt visibility for MCP servers with zero code changes. Supports OAuth2.1, DCR, real-time logs, and client

K8s-mcp-server is a Model Context Protocol (MCP) server that enables AI assistants like Claude to securely execute Kubernetes commands. It p

An MCP (Model Context Protocol) server enabling LLMs and AI agents to interact with Git repositories. Provides tools for comprehensive Git o

Unified MCP for querying OpenTelemetry traces across Jaeger, Tempo, Datadog, and other backends.

Dockerized MCP server that turns any OpenAPI/Swagger spec into callable tools — useful for shimming legacy REST APIs into Claude.

Unity MCP server with 268 tools — scene mgmt, GameObjects, builds, profiling, Shader Graph, NavMesh, MPPM multiplayer.

Manage Docker, Kubernetes, and Swarm via Portainer through MCP.

MCP wrapper for Swagger / OpenAPI definitions — generate MCP tools from any REST spec.

MCP server for the Postman API — list workspaces and collections, run requests, manage envs, and pull mocked responses.

MCP server for Datadog — query metrics, logs, monitors, dashboards from AI assistants.

Dynatrace observability data in Claude — DQL queries, incident investigation, Kubernetes events, security insights.

Cloudflare-powered MCP server to search and query your GitHub starred repositories in natural language.

Official MCP server for CircleCI — let AI agents read pipelines and fix build failures.

PagerDuty's official local MCP server — incidents, services, schedules, on-calls.

MCP server that interacts with the official Datadog API — monitors, metrics, logs, dashboards.

Kubernetes MCP from Stacklok — native API client, not a kubectl wrapper.

Harness platform MCP — 11 consolidated tools and 169 resource types for CI/CD and feature flags.

Multi-repo semantic code search MCP in Rust — hybrid vector + BM25, tree-sitter AST chunking, offline.

Official MCP server for Buildkite — exposes pipelines, builds, jobs, and test data to AI tools.

MCP server that fetches GitHub trending repos and developers.

Expose YepCode processes (serverless Node/Python jobs) as Claude tools.

Run untrusted JS in a V8 isolate — persistent heap, S3-backed snapshots.

Netlify’s official MCP server — create projects, deploy, manage env vars in natural language.

Official Datadog MCP server — observability tools, logs, metrics, traces, incidents.

Dependency graph context for AI-assisted refactoring.

MCP server for code reviews — inline feedback, compliance checks, clean-code insights.

MCP for code reviews using OpenAI + Google models inside Claude Code.

Playwright MCP with Page Object Model architecture for web + mobile testing.

Reference server that exercises every part of the MCP spec.

GitHub provides hosted and local MCP servers. The remote endpoint supports PAT authentication; OAuth requires support from the host application. Local Docker remains an option.

Sentry provides a hosted MCP endpoint for developer debugging workflows. Connect over HTTP and complete OAuth in a compatible client; self-hosted Sentry uses a separate local setup.

Sentry-built MCP for Xcode build, test, simulator control.

The Pythonic framework for building MCP servers.

Expose any FastAPI app as an MCP server with one decorator.

Read git status, log, blame, and diff for a local repository.

Python framework to wire multiple MCP servers into one LangChain agent.

IBM's enterprise MCP gateway, registry, and proxy for fleets of servers.

Official .NET SDK for building MCP servers and clients (co-maintained with Microsoft).

Official JetBrains MCP — inspect and refactor code inside IntelliJ, PyCharm, Rider.

SonarSource provides an MCP server for SonarQube Cloud and Server. The official manual setup uses the sonarsource/sonarqube-mcp container image.

ArgoProj Labs MCP — inspect, diff, and sync ArgoCD applications.

Unity MCP acts as a bridge, allowing AI assistants (like Claude, Cursor) to interact directly with your Unity Editor via a local MCP (Model

Multi-LLM orchestration MCP — let Claude consult Gemini, OpenAI o3, Grok, OpenRouter, or Ollama mid-task and merge their answers.

TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code) and Figma, allowing Agentic AI to communicate with Figma for reading des

Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser

Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.

A Model Context Protocol server for converting almost anything to Markdown

Use NotebookLM's grounded RAG from Claude — query a notebook, get cited answers, generate audio overviews.

Official MCP server for the Perplexity API — real-time web search, reasoning, research via Sonar.

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite

A Unified MCP Server Management App (MCP Manager).

Development platform to debug, chat, inspect, and evaluate MCP servers, MCP apps, and ChatGPT apps.

Real-time crypto & stock screening, advanced technical indicators, Bollinger Bands intelligence, candlestick patterns + native Claude Deskto

Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy. By combining R

An MCP client for Neovim that seamlessly integrates MCP servers into your editing workflow with an intuitive interface for managing, testing

Search and read official Microsoft Learn content (Azure, .NET, M365, Windows) directly from Claude — always current, no scraping.

Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf and other IDEs

Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI assistant access to profiles, companies, jobs, and messages.

The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch logic.

Plugin-based multi-agent system for in-editor academic writing — review, edit, citation-check directly inside your LaTeX/Overleaf paper.

국가법령정보MCP | 법제처 41개 API → 15개 MCP 도구. 법령·판례·조례·조약을 AI로 검색·조회·분석 | 41 Korean legal APIs → 15 MCP tools

Official ElevenLabs MCP server for Text-to-Speech and audio processing APIs.

MCP Server para 41 APIs públicas brasileiras

MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, Swift/Objective-C APIs & code examples in C

Connect AI models like Claude & GPT with robots using MCP and ROS.

Multi-AI MCP server — connect ChatGPT, Claude, Gemini & Perplexity to coding tools without API keys.

A middleware to provide an openAI compatible endpoint that can call MCP tools

Remote memory bank for multi-project agent memory — Cline Memory Bank compatible, path-traversal safe.

📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins.

A minimalistic MCP client with a good feature set.

Sub-millisecond RAG memory for AI agents — Metal-optimized for Apple Silicon, exposed via MCP.

Google Search Console Insights with Claude AI for SEOs

Persistent memory layer for AI agents — episodes + facts storage via a tiny Go binary.

An MCP proxy server that aggregates and serves multiple MCP resource servers through a single HTTP server.

It's a plugin extension in Zotero. Zotero MCP Plugin enables integration between AI assistants and Zotero through MCP. Zotero MCP Plugin 是一

MCP Server for SearXNG

A text-based user interface (TUI) client for interacting with MCP servers using Ollama. Features include agent mode, multi-server, model swi

A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, resources, and prompts.

Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server that visually maps out the exe

Clean, LLM-optimized Reddit MCP server. Browse posts, search content, analyze users. No fluff, just Reddit data.

Reduce AI coding costs by 99% — MCP Server + Shell Hook for Cursor, Claude Code, Copilot, Windsurf, Gemini CLI & 24 tools. Single Rust binar

MeiGen-AI-Design-MCP — Turn Claude Code / OpenClaw into your local Lovart. Local ComfyUI, 1,400+ prompt library, multi-direction parallel ge

MCP-NixOS - Model Context Protocol Server for NixOS resources

A Model Context Protocol (MCP) that allows Claude Desktop and other AI tools (Claude Code, Cursor, Antigravity, etc.) to read, analyze, and

An MCP tool that connects Google Ads with Claude AI/Cursor and others, allowing you to analyze your advertising data through natural languag

AI assistant integration for n8n workflow automation through Model Context Protocol (MCP). Connect Claude Desktop, ChatGPT, and other AI ass

Enable any LLM (e.g. Claude) to interactively debug any language for you via MCP and a VS Code Extension

BioMCP: Biomedical Model Context Protocol

MaverickMCP - Personal Stock Analysis MCP Server

🚀 Universal SDK for building next-gen MCP servers

Cross-agent memory layer over MCP — share context between Claude Code, Cursor, Codex, Windsurf, Gemini CLI without re-explaining yourself.

A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interface

Plugin suite + bundled MCP servers for Claude Code. Full delivery lifecycle: Agile pipeline with multi-model AI review, project bootstrap, d

Token-efficient MCP adapter for Pi coding agent

MCP server for searching and retrieving Claude Agent Skills using vector search.

A MCP server that supports mainstream eBook formats including EPUB, PDF and more. Simplify your eBook user experience with LLM.

MCP server for Coolify — 38 optimized tools for managing self-hosted PaaS through AI assistants

An MCP server for Massive.com Financial Market Data

Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like

Deterministic execution engine for AI agents - 412 modules across browser, file, Docker, and more, MCP-native.

MCP server for retrieving and processing documentation through vector search - drop-in RAG for any docs.

A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience wit

A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities.

Dashboard to manage Claude Code memories, configs, and MCP servers — security scanner for tool poisoning, context token budget tracker, dupl

MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your Lo

A Model Context Protocol (MCP) server that enables AI assistants to securely interact with Odoo ERP systems through standardized resources a

A lightweight Model Context Protocol (MCP) server that enables AI assistants like Claude to retrieve and interpret real-time weather data. D

MCP server for Google Ads, Meta Ads & GA4 — works with ChatGPT, Claude, Cursor, n8n, Windsurf & more. 250+ tools for campaign management, an

A Model Context Protocol (MCP) server that retrieves information from Wikipedia to provide context to LLMs.

The MCP Engine is a Power BI tool that lets AI assistants like Claude interact with your Power BI models programmatically: read your model s

Let your agent discover and install Claude skills at runtime — REST + MCP server for autonomous skill lookup.

162 MCP tools for AI-powered Godot 4 development. Scene, animation, 3D, physics, particles, audio, shader, input simulation, runtime analysi

Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero set

Local RAG MCP — hybrid semantic + BM25 search, cross-encoder reranking, 13 tools, 20 format parsers, no API keys.

Inspired by Karpathy's LLM Wiki. Local-first RAG knowledge base compiler with MCP server (Claude Code, Codex, OpenCode, OpenClaw). Turn raw

Search your Claude Code history — find past solutions, prior errors, and reusable plans across ~/.claude/conversations/.

⚡ The Complete X/Twitter Automation Toolkit — Scrapers, MCP server for AI agents (Claude/GPT), CLI, browser scripts. No API fees. Open sourc

Manage Langfuse LLM-observability prompts from your agent.

Token-efficient documentation MCP — structured section indexing for big API docs, no flooding the context window.

AI-powered security operations for Wazuh SIEM—use any MCP-compatible client to ask security questions in plain English. Faster threat detect

Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE workspaces, documents, databases, and collaboration APIs over stdi

MCP for Langfuse — query traces, inspect generations, debug exceptions from your agent.

Multi-provider TTS MCP — say (macOS), ElevenLabs, Google Gemini TTS, OpenAI TTS.

Multi-agent research MCP server with consensus-backed ensemble swarm and on-the-fly pglite indexes.

Advanced MCP tool for Perplexity and OpenRouter API integration with configurable models.

Generate images, video, music, and audio through Fal.ai models.

Real-time voice assistant using Whisper STT + ElevenLabs TTS — conversational AI with memory.

Persistent knowledge graph the AI can read and write across sessions.

Structured step-by-step reasoning scratchpad.

Orchestrator / Router / Evaluator patterns for multi-agent MCP workflows.

Official MathWorks MATLAB MCP — run scripts and toolboxes from AI agents.

Official Jina MCP — Reader, Search, and Embeddings APIs for AI agents.

Search, download, and summarize arXiv papers with citation enrichment.

MCP for xiaohongshu.com

Largest community-maintained list of MCP servers — categorized by domain, language, and maturity, refreshed weekly.

HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools

AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

The original Ableton Live MCP server — control tracks, clips, transport, and devices from AI.

87 tools to control Home Assistant — devices, automations, dashboards, scenes, energy, history — all from natural language.

A bridge between Streamable HTTP and stdio MCP transports

A unified hub for centrally managing and dynamically orchestrating multiple MCP servers/APIs into separate endpoints with flexible routing s

Plugin for JADX to integrate MCP server

A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.

mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.

Model Context Protocol for WinDBG

文颜 MCP Server 可以让 AI 自动将 Markdown 文章排版后发布至微信公众号。

Game Boy / Game Boy Color / Super Game Boy emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.

Helping coding agents never make mistakes working with public or private libraries without wasting the context window.

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

MCP server and CLI tool for searching and downloading documents from Anna's Archive

Codebase intelligence for AI. Detects patterns & conventions + remembers decisions across sessions. MCP server for any IDE. Offline CLI.

MCP server for reverse engineering tasks in Ghidra 👩‍💻

A local Apple Documentation crawler and MCP server. Written in Swift.

MCP configuration to connect AI agent to a Linux machine.

🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides recommendations for which MCP tools would b

An MCP extension for Ghidra

Home Assistant MCP — natural language control over smart home devices.

TDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or use it as MCP Server.

Download transcripts of YouTube videos directly from chat — handy for summaries, citations, and quote-pulling.

Connect Cursor, Copilot & Claude AI directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis us

MCP Server for interacting with Android Devices.

❤️ Generate mermaid diagram and chart with AI MCP dynamically.

A growing collection of MCP servers bringing offensive security tools to AI assistants. Nmap, Ghidra, Nuclei, SQLMap, Hashcat and more.

A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine through the native C++ Automation Br

Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for c

The only browser automation that bypasses anti-bot systems. AI writes network hooks, clones UIs pixel-perfect via simple chat.

MCP server that execute applescript giving you full control of your Mac

🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases

A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.

MCP server for JADX-AI Plugin

An MCP server enabling AI assistants to interact with Anytype - your encrypted, local and collaborative wiki - to organize objects, lists, a

MCP server retrieving transcripts of YouTube videos

Create agentic AI workflows in ROBLOX Studio

Lightweight MCP server for Spotify — search, queue, play, control playback.

Model Context Protocol server for DeepSeek's advanced language models

12306 MCP Server​​ 是一个基于 ​​Model Context Protocol (MCP)​​ 的高性能火车票查询后端系统。它通过标准化接口提供官方 12306 的实时数据服务，包括余票查询、车站信息、列车经停站、中转换乘方案等核心功能。

Lightweight Home Assistant MCP — query state, run automations, control devices.

An advanced sequential thinking process using a Multi-Agent System (MAS) built with the Agno framework and served via MCP.

MCP server and MCP Toolkit for Flutter and Dart VM - supports dynamic tooling

Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and the MCP server for the mod.

This is a Model Context Protocol (MCP) server that provides comprehensive financial data from Yahoo Finance. It allows you to retrieve detai

MCP server that connects AI assistants to HackerOne for bug bounty hunting

MCP servers for the UniFi suite of applications, Network, Protect, Access, and Drive

pctx is the execution layer for agentic tool calls. It auto-converts agent tools and MCP servers into code that runs in secure sandboxes for

MCP server for Shopify API — products, orders, customers — usable on Claude and Cursor.

Ableton Live MCP server — MIDI clip authoring, note editing, audio import via AI assistants.

Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts, projects, traces, and

PC Engine / TurboGrafx-16 / SuperGrafx / PCE CD-ROM² emulator, debugger, and embedded MCP server for macOS, Windows, Linux, BSD and RetroArc

Minimal MCP server for querying PubMed medical research papers.

Security testing toolkit for Claude Code: curated SecLists wordlists, injection payloads, and expert agents for authorized pentesting, CTFs,

Kitchen-sink MCP exposing multi-provider LLM delegation, browser automation, doc processing, vector ops, and cognitive memory.

This is a Model Context Protocol (MCP) server that gets answers from your Perfetto Traces. It turns natural‑language prompts into focused Pe

PubMed MCP — search, access, and analyze biomedical articles through Claude.

Healthcare data MCP — FDA drug info, PubMed, medRxiv, NCBI, clinical trials, ICD-10, DICOM, medical calculator.

Home Assistant MCP — 40 tools, 5 endpoints, 13 guided workflows for automation.

Medical info MCP — queries FDA, WHO, PubMed, Google Scholar, RxNorm.

NASA APIs MCP — APOD, NeoWs, DONKI, Earth imagery, EPIC, and more.

Weather MCP using the Open-Meteo API — forecasts, archives, air quality.

MCP server providing hourly weather forecasts using the AccuWeather API.

Complete Claude skills toolkit for professional malware analysis. 5 specialized skills covering triage, dynamic analysis, detection engineer

Timezone conversions and current time across regions.

Geocoding, directions, and place search via Google Maps.

Build, edit, and query a Webiny CMS project from inside Claude — pages, models, content entries, all via MCP.

Drive Confluence + Jira from Claude — search pages, file tickets, transition issues, comment, all via one MCP.

MCP server that interacts with Obsidian via the Obsidian REST API community plugin.

Secure persistent personal agent server in Rust — sandboxed execution, multi-provider LLMs, memory, voice, and chat.

Chat with your Zotero library — search collections, pull citations, extract notes from PDFs in your research vault.

Full natural-language control over Gmail, Drive, Calendar, Docs, Sheets, Slides, Forms, Tasks, and Chat — one OAuth, 12 services.

Read, edit, and create real .docx files from Claude — paragraphs, tables, headings, comments, and track-changes-grade output.

Search Google Flights from Claude — round-trip, multi-city, price filters, no API key — uses the same internal endpoints flights.google.com does.

Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural

Build .pptx decks from Claude — slides, layouts, charts, images, speaker notes, and template-aware insertions.

Official WordPress MCP adapter — bridges Abilities API to MCP for plugin/theme/core tools.

Manage Google Calendar events, find availability, and schedule meetings from any MCP client.

Natural two-way voice conversations with Claude Code — speak prompts, hear responses, stay in flow.

Read and write MS Excel data - list sheets, read ranges with pagination, write cells, no Excel install needed.

Community MCP server for Notion — pages, databases, blocks. Long-standing alternative to the official server.

Drive Obsidian from Claude — semantic search, Templater prompts, file CRUD — runs as an Obsidian plugin, not a separate server.

A simple MCP server for Obsidian — list, read, search, create, and edit notes.

Microsoft 365 + Graph API as MCP — Outlook, Calendar, OneDrive, Teams, SharePoint, Excel.

Official remote MCP server that securely connects Jira and Confluence with your LLM, IDE, or agent platform.

Comprehensive MCP for Google Docs, Sheets, Drive, Gmail, and Calendar — full Workspace access for Claude Desktop.

Official Todoist MCP server — let agents use Todoist on a user's behalf.

Official Doist toolkit that connects Todoist to AI agents — MCP support, OAuth, full API coverage.

Read, write, search, and manage an Obsidian vault from any MCP client via the Local REST API plugin.

Official MCP Server for interacting with Salesforce instances — read, manage, operate orgs securely.

Official Monday.com MCP — let agents read boards, create items, update statuses, and pull dashboards from natural language.

MCP server for Todoist — natural-language task creation, project management, and bulk ops from Claude.

MCP server that provides tools for interacting with Trello boards — cards, lists, members, attachments.

Official Zapier MCP — connect your AI to 9000+ apps and 40000+ actions via MCP.

MCP server for reading from Google Drive and editing Google Sheets.

Todoist MCP server with bulk operations and Sync API support — power-user features for task automation.

One-click Markdown → interactive mind map — zoom, collapse, export PNG/JPG/SVG, open in browser.

Plane's official MCP — 55+ tools across projects, work items, cycles, modules, initiatives, intake, and custom properties.

MCP Salesforce connector — SOQL queries, record CRUD, metadata operations.

Salesforce MCP Server — describe objects, run SOQL, manage records via natural language.

Production-ready MCP implementation for the Notion API — pages, databases, blocks.

Official Taskade MCP + OpenAPI→MCP codegen for any API.

MCP server for Google Drive, Docs, Sheets, Slides, and Calendar — manage files and events from Claude.

Asana MCP server with broad task/project coverage — search, create, update, comment, and bulk-mutate tasks across workspaces.

Manage Linear from Claude — issues, projects, teams, comments, status updates via natural language.

HubSpot CRM MCP with built-in vector storage and caching to work around HubSpot API limits — read/write contacts, deals, companies.

MCP server enabling AI assistants to interact with HubSpot CRM — vector storage, caching, API speedups.

Native macOS integration with Apple Reminders and Calendar via EventKit.

Edit Overleaf LaTeX projects from Claude — read sections, push edits via Git. Stop copy-pasting into the web editor.

MCP server to manage a WordPress CMS — posts, featured images, SEO-aware structure.

Zendesk MCP that exposes tickets, users, organizations, and help-center articles to Claude over the standard Zendesk REST API.

MCP server exposing WordPress data and functionality as MCP tools.

MCP servers for Atlassian Data Center editions — Bitbucket, Confluence, JIRA.

Efficient Google Drive MCP — files, folders, permissions, search.

Full implementation of Todoist REST API plus Sync API support via MCP.

Email MCP server with full IMAP + SMTP support — read, search, send, manage email from any AI assistant.

Minimal, powerful MCP server for Microsoft Graph API — Outlook, Calendar, OneDrive.

TS companion MCP server for the Drupal MCP module — STDIO transport.

High-performance ClickUp MCP — tasks, checklists, sprints, comments, tags, spaces, docs, time.

Query and update Fibery work-management entities through MCP.

Official Linear MCP — issues, projects, cycles, comments.

Official Notion MCP — read pages, create blocks, query databases.

Build, validate, and deploy n8n workflows from an AI agent.

Official monday.com MCP — boards, items, groups, and updates.

Open source MCP server for databases — Postgres, MySQL, Spanner, BigQuery, AlloyDB, and more.

Google's open-source MCP server fronting Postgres, MySQL, BigQuery, Spanner, AlloyDB and more — one config, every database.

Query 40+ apps (GitHub, Notion, Slack, ...) with SQL via MCP.

MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consol

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 66 langua

Microsoft's official tool — auto-generate REST + GraphQL + MCP endpoints over Azure SQL, Cosmos DB, Postgres, MySQL with one config file.

Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic mig

Connect ClickHouse columnar database to AI assistants — query analytical workloads through MCP.

Official Elastic MCP server for Elasticsearch — search, aggregations, index inspection from your AI client.

Official Neon serverless-Postgres MCP — branch databases, run migrations, query, and manage roles from natural language.

MCP server for Chroma — embeddings, vector search, document storage, and full-text search.

Universal MCP server for databases — auto-generates APIs from PostgreSQL, MySQL, ClickHouse, Snowflake, BigQuery schemas.

Local MCP server for DuckDB and MotherDuck — query CSV/Parquet/S3 with the DuckDB SQL engine.

Official Oracle MCP suite — tools for managing and interacting with Oracle products.

A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.

Free, open-source SQL Server performance monitoring — 32 collectors, real-time alerts, graphical plan viewer, MCP server for AI analysis. Su

Official Snowflake MCP — query warehouses, prompt Cortex agents, manage objects, and consume semantic views from any MCP client.

Talk to MongoDB from Claude — query, aggregate, inspect schemas. Read-only flag for safe production exploration.

MCP server providing Elasticsearch and OpenSearch interaction — queries, mappings, cluster ops.

An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze

Pasal.id - The first open, AI-native Indonesian legal platform. MCP server + REST API + web app giving AI grounded access Indonesian laws.

Powerful PostgreSQL MCP — 14 consolidated database management tools for AI assistants.

Spin up a local DuckDB and let Claude run SQL, inspect schemas, and analyse parquet/CSV files — perfect for ad-hoc analytics on laptops.

MCP server for Weaviate — query collections as a knowledge base and chat memory store.

MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health mo

A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to s

MCP server for your self-hosted Supabase — query DB, manage auth, run edge functions.

MCP server for Google BigQuery — list datasets, inspect schemas, run SQL, and fetch result rows directly from the chat client.

High-performance Go MCP server for the Trino distributed SQL engine.

Connect your Pinecone projects to Cursor, Claude, and other AI assistants.

PostgreSQL MCP — HTTP + Stdio transports for direct database interaction.

Read-only Postgres queries with schema introspection.

Query and explore a local SQLite database.

Official Supabase MCP — manage projects, run SQL, deploy edge functions.

Official Neon Postgres MCP — branch, query, manage serverless DBs.

Official Qdrant MCP — vector memory for AI agents.

Official MongoDB MCP — connect to MongoDB clusters and Atlas.

Official Redis MCP — natural-language interface to Redis data structures.

Neo4j Labs MCP servers — Cypher queries and graph schema management.

Bytebase's zero-dependency multi-DB MCP — Postgres, MySQL, SQL Server, SQLite.

Chrome extension MCP — uses your already-logged-in Chrome for automation, content analysis, semantic search.

Allow LLMs to control a cloud browser with Browserbase and Stagehand for automation, scraping, and end-to-end testing.

Production-ready web search + extract + crawl for your agent — Tavily's optimized-for-LLMs search API as MCP tools.

An MCP server that autonomously evaluates web applications.

Multi-engine web search MCP — Google, Bing, DuckDuckGo, Brave, with local daemon mode and CLI.

Expose 3,000+ Apify Actors to AI agents — scrape social media, search engines, maps, and e-commerce sites.

Fast, local-first web content extraction — Rust-powered scraping and structured extraction for LLMs.

MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.

No-API-key web search via DuckDuckGo + URL content fetcher — instant search grounding for any agent.

Calendar sync tool & universal calendar MCP server. Aggregate, sync and control calendars on Google, Outlook, Office 365, iCloud, CalDAV or

Locally-hosted Web Search MCP server for use with local LLMs — no API key required.

browser-use packaged as an MCP server with SSE transport and Docker chromium support.

This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets.

This is a 12306 ticket search server based on the Model Context Protocol (MCP).

YouTube MCP — video management, Shorts creation, analytics queries.

A Model Context Protocol server for YouTube — uses yt-dlp to fetch subtitles and feed them to Claude.

Fully functional MCP server automating YouTube operations - uploads, playlist management, and analytics.

MCP server that provides tools for fetching and analyzing Reddit content — posts, comments, subreddits.

Browser extension + MCP server that lets AI agents drive your real Firefox browser with DOM access.

Bilibili video search MCP - query China's largest video community by keyword, filter, and category.

TikTok integration MCP — analyze videos, fetch metadata, surface virality signals.

A Model Context Protocol (MCP) server that provides authenticated access to Google Workspace APIs, offering integrated Authentication, Gmail

MCP server that provides tools for fetching and creating Reddit content.

MCP server providing comprehensive access to LinkedIn data and management via the Anysite API.

Official Browserbase MCP servers — cloud browser sessions for Claude/Cursor agents with live debugging.

Puppeteer MCP with vision — capture screenshots and let Claude reason about pages visually.

Fetch a URL and convert to clean Markdown.

Microsoft Playwright MCP runs a local browser through MCP tools. The official setup requires Node.js 18 or newer and uses @playwright/mcp@latest.

Official Chrome DevTools MCP — inspect, profile, debug pages.

Official Firecrawl MCP — high-quality web scraping and extraction.

Official Exa MCP — neural web search built for AI agents.

Privacy-respecting web search with citations.

Headless Chrome automation — navigate, screenshot, extract.

Read live console logs, network errors, DOM, and screenshots from your Chrome.

Official Apify MCP — run 3000+ Actors for web scraping and social data.

Official Vercel MCP — inspect Next.js routing, rendering, and hydration.

Official Bright Data MCP — web search, scraping, and unblocker in one.

Drive Blender from Claude — model 3D scenes, run Python ops, fetch PolyHaven HDRIs and Hyper3D rodin assets, all from chat.

Generate beautiful React components inline — like v0, but inside your editor.

Official draw.io MCP — generate, edit, and validate diagrams as XML, and embed them in your docs.

Give Claude live shadcn/ui component info — current source, demo, install command, dependencies — for React/Vue/Svelte/React Native.

Extract any website's full design system as DTCG tokens — colors, type, spacing, components — and emit SwiftUI / Compose / Tailwind / Figma-ready output.

Your design system as an API — connect AI to Figma for extraction, creation, and debugging.

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video gener

Official Figma guide and reference for using the Figma Dev Mode MCP server with AI clients.

蓝湖 (Lanhu) MCP — pull design specs and slices into Claude for AI-driven 切图 + 前端代码 workflows.

Generate short videos for TikTok/Reels/Shorts via MCP + REST API.

Move AI-generated UI from Google Stitch into your codebase — Claude reads the Stitch design and emits real component code.

MCP server integration for DaVinci Resolve

Adobe Creative Suite MCP — Photoshop, Premiere, InDesign, Illustrator, After Effects in one server.

Generate math animations with Manim from a chat prompt — Claude writes the scene, Manim renders the video.

MCP Server for Adobe After Effects. Enables remote control (compositions, text, shapes, solids, properties) via the Model Context Protocol u

Drive a local ComfyUI from chat — image/audio/video generation, job queue, workflow execution, asset publishing.

Drive TouchDesigner from your agent — 12 tools for node creation, Python exec, parameter updates, and error inspection.

Official Magic UI MCP — discover and install animated design components (fade, marquee, aurora) straight from chat.

Embed Claude Code inside ComfyUI — describe a workflow in words, Pilot builds the node graph, downloads models, and installs custom nodes.

Generate Excalidraw architecture diagrams with auto-layout from a prompt — boxes, arrows, swimlanes, no manual fiddling.

Open Models MCP for Blender using Ollama - drive 3D modeling from local LLMs through a single MCP.

Gemini-powered image gen + edit with auto prompt optimization — 4K, flexible aspect ratios, character consistency.

Control CesiumJS 3D globes from chat — 58 tools across camera, entities, layers, 3D tiles, terrain, animation, heatmaps.

Generate media with Midjourney/Flux/Kling/LumaLabs/Udio/Trellis directly from Claude.

MCP server for Adobe Photoshop automation — 50+ tools for design, image editing, workflows.

MCP server for reading, manipulating, and exporting Adobe Illustrator design data — 63 tools.

Generate FlyonUI (Tailwind + DaisyUI) components and blocks from a prompt.

Pull Figma layouts and design tokens into your AI coding agent.

Generate images via EverArt's API.

Microsoft's MarkItDown as MCP — convert PDF, DOCX, PPTX, XLSX, audio, and HTML to clean Markdown for Claude to read.

Polyglot document intelligence — extract text, metadata, tables from 97+ formats (PDF, Office, images) via MCP.

Persistent memory for Claude / LangGraph / CrewAI / AutoGen — REST API + knowledge graph + autonomous consolidation.

70 Brazilian public-data APIs in one MCP — IBGE, ViaCEP, BCB exchange rates, Receita Federal CNPJ lookups, ANATEL, INPI patents — all official sources, no key.

Search Turkish legal databases (Yargıtay, Danıştay, AYM, UYAP) from Claude — read-only, public-data only.

Official Microsoft Power BI semantic modeling MCP — bring BI modeling to your AI agents.

Open-source agentic data engineering harness for dbt, SQL, 10 warehouses — 100+ tools.

Official Astronomer AI agent tooling — Airflow MCP + CLI + skills for data engineering workflows.

Tableau's official MCP server — let agents query datasources, read workbook content, and fetch view images via PAT auth.

Generate Apache ECharts visualizations with AI — 15+ chart tools, export PNG/SVG/option, optional MinIO storage.

Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with the Model Context Protocol (MCP) to expose ERPNext functional

Interact with Meilisearch via MCP — full-text and semantic search for AI agents.

MCP server for Apache Airflow — list DAGs, trigger runs, query task status from natural language.

Drive Stata from Claude — run regressions, read .dta files, get causal advice. Move from reg-monkey to causal thinker.

MCP server for natural language interaction with Power BI datasets.

Discogs music database — search releases, manage collection, lookup pricing.

Query and write to any FHIR-compliant healthcare server via MCP.

Airtable integration for AI-powered applications via Anthropic's Model Context Protocol.

High-performance Metabase MCP — response optimization, robust error handling, full data access.

Comprehensive Metabase MCP with 70+ tools for dashboards, cards, SQL, schema.

Search anime, manga, and characters via the AniList GraphQL API.

MCP server for Magento 2 — query product info from Claude and other MCP clients.

Cognition's Metabase MCP — analytics integration for Claude and other MCP clients.

Databricks MCP — run SQL queries, list jobs, get job status.

Control Apache Airflow with natural language via MCP — 43+ tools for Airflow 2.x and 3.0+.

Parse, chunk, and embed any document with Unstructured's pipeline.

Read huge PDFs without blowing context — chunked reads, hybrid search, OCR for scans, table/image extraction, SQLite cache.

Official dbt Labs MCP — inspect models, lineage, tests, and runs.

Generate 25+ chart types (line, bar, funnel, sankey) via Ant Group's @antv.

Official French government open-data MCP — search and query datasets.

The most-starred awesome list of MCP servers — 87k+ stars, organized by category.

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET,

MCP 资源精选， MCP指南，Claude MCP，MCP Servers, MCP Clients

Curated list of MCP servers with category tags and quality notes.

Curated list of MCP servers focused on DevOps tools — cloud infra, CLI ops, version control, and security scanning.

Comprehensive curated catalog of Model Context Protocol servers organized into 30+ categories — finance/crypto, comms, IDE tools, more.

Decentralized MCP network listing — SSE proxies, TEE/blockchain security primitives.

Pipedream’s curated index of MCP servers — over 2,500 listings.

Curated index of SAP-related MCP servers and Claude skills — useful when integrating S/4HANA, BTP, or RAP into agent workflows.

Weekly-updated ranked list of MCP servers scored by stars, commits, and activity — quick way to spot what's actually maintained.

Curated list of Medical MCP servers — healthcare standards, literature, bioinformatics, EHR platforms.

Curated list of hosted/managed MCP servers reachable via a simple URL endpoint.

Curated index of Solana MCP servers — trading, DeFi, on-chain analytics.

Awesome list of MCP servers for interacting with hardware and the physical world.

Curated list of Blockchain & Crypto MCP servers — on-chain data, on-chain actions, DeFi.

MCP integration platform — hosted, OAuth-managed, production-ready MCP servers for 50+ apps behind one gateway.

Cloudflare's official MCP server - manage Workers, KV, R2, D1, DNS, and Zones from natural language.

MCP for Kubernetes + OpenShift — list/get/apply/delete via your kubeconfig, with proper RBAC respected.

MCP Server for kubernetes management commands — kubectl, helm, logs, exec.

CloudBase MCP — connect Tencent CloudBase to your AI Agent. Go from AI prompt to live app.

Lightweight cross-platform Mini Kubernetes AI Dashboard with built-in MCP server and multi-cluster management.

Reverse proxy and lifecycle manager for fleets of MCP servers on Kubernetes.

Run existing stdio MCP servers inside AWS Lambda functions with the official AWS Labs wrapper.

AWS official MCP proxy server - bridge local clients to remote AWS-managed MCP servers with IAM auth.

AWS-official sample implementations of AI Agents and MCP Servers on serverless compute.

Simple MCP tool server on AWS Lambda with streaming HTTP.

MCP server for Google Cloud Platform — natural language querying and management of GCP resources.

Serverless AI agent using LangChain.js and Model Context Protocol (MCP) integration to order burgers from a burger restaurant

Deployable serverless MCP server blueprint — AWS Lambda + CDK Python + full CI/CD pipeline.

MCP server that generates infrastructure diagrams for AWS, Azure, GCP, Kubernetes and more.

Bridge between AI assistants and Kubernetes clusters - kubectl, helm, and istioctl from natural language.

Unified storage MCP via Apache OpenDAL — read across S3, GCS, Azure Blob, and more.

Official AWS MCP servers — interact with S3, Lambda, CloudFormation.

Official Cloudflare MCP — manage Workers, KV, R2, D1.

Official Google MCP — deploy and manage Cloud Run services from an agent.

Official Cloudflare API MCP — DNS, Zones, Analytics, firewall rules.

Microsoft's APIM-based AI Gateway patterns for MCP/LLM traffic routing.

MCP server for the Financial Datasets stock market API — income statements, prices, news.

Stripe’s official AI monorepo — Stripe MCP, Agent Toolkit, and ready-to-use payment tools for AI agents.

Query SEC EDGAR — 10-K/10-Q/8-K filings, XBRL financials, insider trading — with exact numeric precision.

MCP server enabling AI LLMs to trade on the MetaTrader 5 platform.

Intuit’s official QuickBooks Online MCP — query and manipulate QBO data through MCP tools.

Official PayPal MCP — invoices, payments, subscriptions, refunds.

OKX trading MCP server — connect AI agents to spot, swap, futures, options & grid bots via the Model Context Protocol.

Onchain Solana tools for Claude — 60+ DeFi actions via the Solana Agent Kit.

Yahoo Finance MCP — quote prices, fundamentals, historical OHLC, options chains, news for any ticker.

One MCP to rule all chains — Solana, Ethereum, THORChain, XRP, TON, Cardano, UTXO.

WooCommerce MCP server — manage products, orders, customers, taxes, discounts via WordPress REST API.

CCXT MCP server — standardized MCP interface to dozens of cryptocurrency exchanges.

Official Alchemy MCP server — let AI agents interact with Alchemy's blockchain APIs across EVM chains.

MCP server providing financial data from Bloomberg blpapi — requires Bloomberg Terminal.

Real-time Binance crypto market data MCP — prices, klines, depth, trades.

Real-time DEX and DeFi data across all blockchains — pools, tokens, trades, OHLCV. Free, no API key.

Community Alpaca trading MCP — manage stock/crypto portfolios, place trades, market data.

Official Stripe MCP — query customers, charges, create test invoices.

Official Alpaca MCP — trade stocks, ETFs, crypto, options (paper or live).

WhatsApp MCP — search personal messages and contacts, send to individuals or groups.

Mail-style coordination for coding agents — identities, inboxes, threads, and file leases so multiple Claudes don't step on each other.

Most powerful community Slack MCP — read channels, post messages, search history, all without admin scopes.

Read Telegram chats, manage groups, send messages — all from Claude, via the MTProto API.

Connect your LLM with Spotify — playback, playlists, search via MCP.

Make your meetings accessible to AI agents - inject a bot into Zoom, Teams, and Google Meet via browser.

Resend's official MCP — send transactional emails, manage audiences, and trigger broadcasts from Claude.

Sega Master System / Game Gear / SG-1000 emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.

Manage Telegram dialogs, drafts, read statuses, and messages from any MCP client.

Telegram MCP server using MTProto — read/send messages on real user accounts (not just bot API), search dialogs, browse channels.

Monorepo with OpenAPI→MCP generator that exposes all Twilio APIs — SMS, voice, phone numbers.

Community Discord MCP — let Claude read channels, send messages, manage threads.

Streamable MCP for Spotify API in TypeScript, Node, and Hono.dev.

Official Slack MCP plugin — configuration for adding Slack MCP to MCP clients.

WhatsApp MCP server — connect Claude to WhatsApp for reading and sending messages.

MCP server for Freshdesk — tickets, contacts, agents, and automation.

MCP for Apple Music — manage playlists, control playback, browse library.

Official MCP server for Mailgun — send email, manage domains, webhooks, and read delivery metrics.

Telegram user console + archiver MCP — query dialogs, history, contacts.

Official LINE MCP — send messages and flex bubbles via the Messaging API.

Inditex's Teams MCP — read channels, post messages, @-mention on-call engineers.

A Model Context Protocol server for Excel file manipulation

MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis a

MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-powered semantic search •

Read, write, and search files in a sandboxed directory.

Google Agent Skills

Google’s product-specific skills help agents follow documented Cloud, AI, and developer workflows.

google · ★ 21,262 (2026-10-14)

Android Skills

Android’s modular instructions help coding agents handle workflows grounded in official Android development guidance.

android · ★ 7,790 (2026-10-14)

.NET Agent Skills

The .NET team’s portable skills and agent plugins cover .NET development, testing, diagnostics, packages, builds, and upgrades.

dotnet · ★ 5,622 (2026-10-14)

GSAP AI Skills

GSAP’s official skills teach coding agents timelines, ScrollTrigger, plugins, framework integration, and animation performance.

greensock · ★ 16,344 (2026-10-14)

Gemini API Skills

Google’s Gemini skills guide API, SDK, model, function-calling, and realtime interaction workflows.

google-gemini · ★ 4,272 (2026-10-14)

Browserbase Skills

Browserbase’s skill bundle guides browser automation, traces, UI testing, and hosted browser functions using its browse CLI.

browserbase · ★ 3,732 (2026-10-14)

NVIDIA Agent Skills

NVIDIA’s product skills guide optimization, physical-AI, data, and model workflows with product-specific instructions.

NVIDIA · ★ 3,588 (2026-10-14)

Google DeepMind Science Skills

Google DeepMind’s structured skills support genomics, structural biology, cheminformatics, and literature-research workflows.

google-deepmind · ★ 3,253 (2026-10-14)

Builder.io Agent Skills

Builder.io’s composable agent skills support visual plans, local app editing, review workflows, and agent-native tools.

BuilderIO · ★ 4,573 (2026-10-14)

Elastic Agent Skills

Elastic’s skills guide Elasticsearch APIs, Kibana content, observability, security, and Agent Builder workflows.

elastic · ★ 593 (2026-10-14)

Algolia Skills

Algolia’s skills connect search implementation guidance with MCP analytics, CLI operations, InstantSearch, and Crawler workflows.

algolia · ★ 12 (2026-10-14)

WordPress Agent Skills

WordPress contributor-reviewed skills guide block, theme, plugin, REST API, performance, and local-development workflows.

WordPress · ★ 2,236 (2026-10-14)

Prisma Skills

Prisma’s skills guide ORM setup, client queries, migrations, driver adapters, upgrades, and Compute deployment.

prisma · ★ 69 (2026-10-14)

MongoDB Agent Skills

Use MongoDB’s official skills for query writing, schema design, query optimization, Atlas Search, and Vector Search.

MongoDB · ★ 189 (2026-10-15)

Redis Agent Skills

Apply Redis’s own guidance to data structures, connection handling, search, semantic caching, clustering, security, and observability.

Redis · ★ 167 (2026-10-15)

dbt Agent Skills

Bring dbt-authored workflows for analytics engineering, testing, semantic models, dbt Mesh, platform operations, and migration into your coding agent.

dbt Labs · ★ 736 (2026-10-15)

Snowflake AI Kit

Connect your coding agent to Snowflake’s Cortex Code workflows for SQL, data governance, dynamic tables, machine learning, and warehouse operations.

Snowflake · ★ 41 (2026-10-15)

PlanetScale Skills

Review PlanetScale database configuration and query behavior, produce evidence-backed recommendations, and prepare reviewable schema changes.

PlanetScale · ★ 134 (2026-10-15)

Resend Skills

Build email integrations with Resend’s skills for its API, agent inboxes, terminal workflows, React Email, and email delivery practices.

Resend · ★ 202 (2026-10-15)

Payload CMS Skills

Apply Payload’s TypeScript-first development guidance to collections, fields, hooks, access control, queries, and plugins.

Payload · ★ 165 (2026-10-15)

Trigger.dev Agent Skills

Build durable background tasks, AI chat agents, workflows, and realtime application interfaces with Trigger.dev’s own skills.

Trigger.dev · ★ 34 (2026-10-15)

LangChain Skills

Build agents with LangChain, LangGraph, and Deep Agents using the framework publisher’s setup, architecture, persistence, RAG, and evaluation guidance.

LangChain · ★ 1,291 (2026-10-15)

Pydantic Skills

Use Pydantic’s plugins and standalone skills for data validation, Pydantic AI agents, Logfire instrumentation, telemetry queries, and evaluations.

Pydantic · ★ 142 (2026-10-15)

LiveKit Agent Skills

Build, test, simulate, and operate voice agents with LiveKit’s skills for its Agents SDK, live documentation, and development tools.

LiveKit · ★ 71 (2026-10-15)

PostHog Skills

Add PostHog’s official integration and feature-flag skills to your coding assistant for analytics, error tracking, and LLM analytics workflows.

PostHog · ★ 74 (2026-10-15)

Convex Agent Skills

Use Convex’s own workflows to start projects, configure authentication, build reusable components, plan migrations, and investigate performance.

Convex · ★ 64 (2026-10-15)

Railway Skills

Install Railway’s use-railway skill and plugin integration, with hosted MCP access for Railway account workflows.

Railway · ★ 326 (2026-10-15)

LangSmith Skills

Inspect LLM application traces, build evaluation datasets, create evaluators, and work with LangSmith custom apps using publisher-authored skills.

LangChain · ★ 162 (2026-10-15)

DatoCMS Skills

Build DatoCMS integrations with guidance for content modeling, GraphQL, Structured Text, migrations, frontend previews, and dashboard plugins.

DatoCMS · ★ 3 (2026-10-15)

Contentful Skills

Use Contentful’s official guidance for API selection, Next.js integration, content migrations, custom apps, and personalization.

Contentful · ★ 39 (2026-10-15)

ElevenLabs Skills

Build speech, transcription, conversational voice agents, sound effects, music, voice transformation, and dubbing workflows with ElevenLabs skills.

ElevenLabs · ★ 488 (2026-10-15)

Scenario Agent Skills

Create images, game assets, textures, video, audio, and consistent characters with Scenario’s skills and its MCP server.

Scenario · ★ 1,017 (2026-10-15)

Luzmo Agent Skills

Build embedded analytics applications with Luzmo guidance for dashboards, custom charts, AI queries, theming, and tenant isolation.

Luzmo · ★ 0 (2026-10-15)

Upstash Agent Skills

Use Upstash’s SDK instruction packs for Redis, QStash, Workflow, Vector, Search, rate limiting, and storage integrations.

Upstash · ★ 31 (2026-10-15)

Turso Agent Skills

Develop with Turso’s embedded database and cloud platform using its own guidance for vector search, full-text search, sync, transactions, and SDKs.

Turso · ★ 29 (2026-10-15)

RevenueCat AI Toolkit

Plan in-app purchase integrations and RevenueCat project workflows with official cross-platform skills and optional authenticated MCP access.

RevenueCat · ★ 73 (2026-10-15)

Databricks AI Tools

Build Databricks apps, jobs, pipelines, Lakebase integrations, model-serving workflows, and automation bundles with engineering-owned agent skills.

Databricks · ★ 350 (2026-10-15)

Kotlin Agent Skills

Use Kotlin’s agent skills for backend development and build tooling, including Android Gradle Plugin migration guidance.

Kotlin · ★ 1,086 (2026-10-18)

Airwallex Agent Skills

Use Airwallex’s workflow and integration skills for billing, checkout, issuing, treasury, and connected-account onboarding.

airwallex · ★ 8 (2026-10-18)

Axiom Agent Skills

Apply Axiom’s skills for SRE investigations, SPL-to-APL migration, dashboards, alerting, and query-cost analysis.

axiomhq · ★ 16 (2026-10-18)

Dagster Agent Skills

Author Dagster assets and pipelines with the dagster-expert skill, with optional Dagster+ MCP access through agent plugins.

dagster-io · ★ 213 (2026-10-18)

Dodo Payments Agent Plugin

Combine Dodo Payments integration skills with its API and documentation MCP connectors.

dodopayments · ★ 6 (2026-10-18)

Firebase Agent Skills

Add Firebase-specific instructions and resources to coding agents working on Firebase applications.

firebase · ★ 472 (2026-10-18)

Honeycomb MCP Skills Pack

Follow Honeycomb’s guided investigation, telemetry exploration, and SLO learning workflows from an AI coding assistant.

honeycombio · ★ 0 (2026-10-18)

Microsoft Azure Skills

Use Microsoft’s Azure skills plugin to combine Azure workflow guidance with Azure MCP and Foundry MCP tools.

microsoft · ★ 1,574 (2026-10-18)

MLflow Agent Skills

Instrument, debug, and evaluate GenAI applications using MLflow’s tracing and evaluation skills.

mlflow · ★ 81 (2026-10-18)

SigNoz Agent Skills

Use SigNoz’s agent skills for documentation search, ClickHouse queries, telemetry analysis, and observability workflows.

SigNoz · ★ 18 (2026-10-18)

Weights & Biases Agent Skills

Use W&B and Weave skills for experiment analysis, model training workflows, agent tracing, and evaluations.

wandb · ★ 69 (2026-10-18)

Zoom Developer Platform Skills

Build Zoom integrations with official skills covering APIs, SDKs, OAuth, webhooks, chat, and MCP workflows.

zoom · ★ 84 (2026-10-18)

The agent harness performance kit — skills, instincts, memory, security, research-first patterns for Claude Code, Codex, OpenCode and friends.

A single CLAUDE.md file to improve Claude Code behavior, derived from Karpathy's observations on LLM coding pitfalls.

Design intelligence for AI-built UI — typography, spacing, color systems, accessibility, motion, multi-platform patterns.

Light-weight meta-prompting, context engineering, and spec-driven development system for Claude Code.

Curated, frequently updated list of Claude Skills, plugin marketplaces, and SKILL.md examples — maintained by the Composio team.

From vibe coding to agentic engineering — practice patterns, hooks, plan-and-validate flows that make Claude predictable.

Official Anthropic notebook collection — recipes for prompt caching, tool use, citations, batch, files, and agent skills.

14-mode AI job search system — resume tuning, JD matching, cover letters, batch application PDFs, Go dashboard.

Installable library of 1,400+ agentic skills + a CLI installer that works across Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity.

Visual, example-driven guide to Claude Code — copy-paste templates from basic concepts to advanced agents.

Agent skills for Obsidian — Markdown, Bases, JSON Canvas, Obsidian CLI. Teach Claude to actually use your vault.

83 production-ready Claude Code subagents — backend, frontend, DevOps, data, security — orchestrated by orchestrator-agent.

Vercel's official collection of agent skills — deploy and manage Vercel from agents.

Production-grade engineering skills for AI coding agents — performance, accessibility, security, debugging — by the author of Learning JavaScript Design Patterns.

Google Workspace CLI — Drive, Gmail, Calendar, Sheets, Docs, Chat, Admin. Dynamically built from Discovery, includes AI agent skills.

Marketing skills for AI agents — CRO, copywriting, SEO, analytics, growth engineering. Operator-grade frameworks, not vibes.

Research any topic across Reddit, X, YouTube, HN, Polymarket, and the open web — get a grounded synthesis, not a vibe summary.

Growth, CRO, copywriting, SEO, analytics skills bundle for Claude — an in-house marketing team as a plugin.

Anthropic-managed directory of high-quality Claude Code plugins and skills.

Official Anthropic reference agents, skills, and data connectors for investment banking, equity research, PE, and wealth mgmt.

A heads-up display for Claude Code — see context usage, active tools, running agents, todo progress in real time.

135 Agent Skills for research, science, engineering, analysis, finance, and writing.

Skills Catalog for Codex — OpenAI's curated and official skills for coding agents.

The open agent skills tool — npx skills, an npm-like installer for agent capabilities.

100+ specialized Claude Code subagents — security review, performance, frontend, backend, infra. Pick the expert, not the generalist.

Local-first open-source alternative to Claude Design — 19 skills, 71 brand-grade design systems for web, mobile, slides, video.

Specification and documentation for the Agent Skills open standard.

Anthropic's official Claude curriculum — prompt engineering, tool use, RAG, and evals — packaged as a learnable skill resource.

Claude Code skill implementing Manus-style persistent markdown planning — the workflow pattern behind the $2B acquisition.

A set of ready to use Agent Skills for research, science, engineering, analysis, finance and writing.

Matt Pocock's personal .claude directory — opinionated TypeScript, testing, and workflow skills straight from his setup.

Terminal with vertical tabs optimized for AI coding agents — keep many Claude sessions side by side.

20+ skills for visual content creation — Xiaohongshu cards, infographics, SVG diagrams, slide decks, illustrations, multi-provider image gen.

Turn Claude Code into a game dev studio — 49 agents, 72 workflow skills mirroring real studio hierarchy.

A curated collection of 1000+ agent skills from official dev teams and the community, compatible with Claude Code, Codex, Gemini CLI, Cursor

Generate beautiful web-native slide decks with Claude — HTML/CSS slides with real transitions, not PowerPoint.

Strip AI-generated writing tells from text — em-dashes, tricolons, hedged claims, generic adjectives.

Stops AI from generating boring, generic UI slop — encodes design taste rules so Claude produces output that looks like a senior designer made it.

Anthropic's official recipe book for Claude — caching, batching, RAG, agents, multimodal, citations — with runnable notebooks.

Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection

Programmatic access to Google NotebookLM via Python + Claude skill — full features the web UI doesn't expose.

Anthropic-curated plugin/skill bundle aimed at knowledge workers using Claude Cowork — docs, comms, analysis, and PM flows.

100+ agentic skills, commands, and plugins for product management — discovery, strategy, execution, launch, growth.

The most-starred awesome list for Claude Code — slash commands, agents, skills, hooks, MCPs, all in one curated index.

A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows — particularly Claude Code

60+ Claude Code slash commands — /commit, /review, /test, /docs, /refactor — kept consistent across projects.

Fork-and-run quickstart templates from Anthropic — agents, computer use, customer support, financial assistant — production-shaped scaffolds.

232+ Claude Code skills & agent plugins for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, produ

Official Hugging Face skill pack — give agents the power of the HF ecosystem.

All parts of Claude Code's system prompt and built-in tool descriptions, versioned per release.

Turn any codebase or knowledge base into interactive structural + domain knowledge graphs you can explore, not just read.

Another well-maintained curated list of Claude Skills with categorised entries — useful cross-reference next to ComposioHQ's list.

Customizable statusline for Claude Code CLI — powerline support, custom widgets, cost trackers.

Skill that turns plans, diffs, audits, and tables into rich HTML pages or slide decks.

45 Claude Code tips + the dx plugin skill bundle.

Edit videos with coding agents — skill for HyperFrames, kinetic typography, and product motion.

66 Specialized Skills for Full-Stack Developers. Transform Claude Code into your expert pair programmer.

Project management skill for Claude Code that uses GitHub Issues + Git worktrees for parallel agent execution — turn issues into tracked, branch-isolated work.

Markdown-only skills for autonomous ML research — cross-model review loops, idea discovery, experiment automation while you sleep.

Anthropic's official reference skill collection — canonical examples for SKILL.md format and best practices.

Official GitHub Action that runs Claude Code in CI — bring agent skills to your PR review and triage flow.

Anthropic's official suite of plugins and skills for legal workflows.

Strip the AI-tells from Chinese text — the most-starred 中文 humanizer skill, tuned for 公众号 / 小红书 / blog 风格.

Claude Code workspace for long-form SEO blog content — research, writing, on-page optimisation, and content-ranking loops.

Comprehensive open-source library of AI research and engineering skills for any AI model. Package the skills and your claude code/codex/gemi

GEO-first SEO skill — citability scoring, AI crawler analysis, schema markup, per-engine optimization reports.

Curated Anthropic-format skills covering testing, debugging, refactoring, and architecture — proven companion to the agents repo.

Lets Claude Code query Google NotebookLM notebooks via automated browser interaction.

Give your Claude agent a developer browser — navigate, inspect DOM, click, type, screenshot — via a skill.

Claude Code project configuration showcase — hooks, skills, agents, commands, GitHub Actions workflows.

754 structured cybersecurity skills mapped to MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF — usable across Claude, Copilot, Codex, Cursor, Gemini.

HTML-native design skill — high-fidelity prototypes, slides, animations, MP4 export with 20 design principles.

Claude Code skill for Android APK reverse engineering — apktool, jadx, Frida workflows.

Agent Skills library for the Stitch MCP server - design-to-code conversion patterns for AI coding agents.

A Claude skill that writes the accurate prompts for any AI tool. Zero tokens or credits wasted. Full context and memory retention

Prompts → horizontal-swipe magazine HTML decks. 10 layouts, 5 themes, WebGL hero, single-file output. No PowerPoint.

Tutorials, guides, and an agent skills directory aggregated from across the ecosystem.

Curated power-user skill bundle from obra — opinionated workflows for git, debugging, planning, and prompt-craft.

Universal SEO skill for Claude Code. 19 sub-skills, 12 subagents, 3 extensions (DataForSEO, Firecrawl, Banana). Technical SEO, E-E-A-T, sche

Trail of Bits' Claude Code skills for security research, vulnerability detection, and defensive audit workflows.

Official Anthropic GitHub Action — uses Claude to scan PR diffs for SQL injection, XSS, auth flaws, and unsafe dependency usage.

Desktop Extensions (DXT) — package an MCP server as a one-click installer for Claude Desktop, with manifest, runtime, and signature.

Engineering habits you already know, turned into Claude skills — git hygiene, refactor disciplines, debugging cadence, code-review checklists.

Turn any repo into a beautiful, interactive single-page HTML course — for non-technical vibe-coders to actually understand the project.

Karpathy-inspired autonomous goal-directed iteration — Modify → Verify → Keep/Discard → Repeat. Forever, until the goal is met.

Claude Code Guide — setup, commands, workflows, agents, skills, tips and tricks from beginner to power user.

End-to-end academic workflow as Claude Code skills — research → write → review → revise → finalize. Built for grad students.

Paul Hudson's SwiftUI patterns packaged as a Claude skill.