MCP Essentials
Must-have Model Context Protocol servers and tools
Showing 601–660 of 2,417 skills · Page 11 of 41
feder-cr / invisible_playwright_mcp
876Playwright MCP server undetected by anti-bots and captchas: AI agent browses the web on anti-detect stealth Firefox, Python, undetected browser automation, scraping, computer use.
okf-memory / okf-agent-memory
835Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and progressive disclosure. Slashes token bloat by 80% with zero external databases or dependencies. Built in pure Go.
HelpCode-ai / anythingmcp
786MCP gateway for AI agents: turn any REST/OpenAPI, GraphQL, SOAP or SQL API into MCP tools. 529 ready-made connectors (SAP, ERP, e-commerce) with RBAC, SSO, audit logs and a knowledge graph.
graygnatconsole / mcp-audit-tool
661🛡️ Security audit CLI for Model Context Protocol (MCP) servers — scan AI agent configs for tool poisoning, rug pulls, hardcoded secrets, command injection & supply-chain risks. Pure Python, SARIF + CI ready.
rynfar / meridian
2.2kUse Claude and Antigravity with Pi, OpenCode and other coding clients. Local API bridge, usage dashboard and Mac app. Antigravity preview available in 1.74.0.
sansan0 / TrendRadar
63.1k⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。
QwenLM / qwen-code
28.7kAn open-source AI coding agent that lives in your terminal.
modelcontextprotocol / python-sdk
24.7kThe official Python SDK for Model Context Protocol servers and clients
Portkey-AI / gateway
13.3kA blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.
usekaneo / kaneo
9.6k🎯 All you need. Nothing you don't. Open source project management that works for you, not against you.
openstatusHQ / openstatus
9.2kOpen-source status page, incident response and uptime monitoring
iflytek / astron-agent
8.9kEnterprise-grade, commercial-friendly agentic workflow platform for building next-generation SuperAgents.
clawplays / ospec
391Spec-driven, agentic workflow framework for AI coding agents. Turn a request into a verifiable goal loop — plan, act, verify — with durable specs and evidence in your repo. Works with Claude Code, Codex, Gemini, OpenCode, and plain CLI.
ccfos / nightingale
13.4kOpen-source, self-hosted alerting for metrics, logs, and databases. Includes a built-in AI agent and MCP server.
txn2 / kubefwd
4.2kBulk port forwarding Kubernetes services for local development.
geekjourneyx / md2wechat-skill
3.8k面向 AI Agent 的微信公众号创作与发布 CLI：Markdown 排版、AI 配图、预览与草稿创建；支持由浏览器 Agent 保存知乎、CSDN、头条未发布草稿。
AmoyLab / Unla
2.2k🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Servers and APIs into MCP servers with zero code changes. Features Docker deployment and management UI, requiring no infrastructure modifications.
atomicstrata / llm-wiki-compiler
2.2kThe knowledge compiler. Raw sources in, interlinked wiki out. Inspired by Karpathy's LLM Wiki pattern.
mex-memory / mex
1.8kTeam memory for engineers and their AI agents. Lives in your repo. Shared through Git.
qdrant / mcp-server-qdrant
1.6kAn official Qdrant Model Context Protocol (MCP) server implementation
JuliusBrussee / caveman-manage
113.5kInspect Caveman Cloud's experiment lifecycle and block unsafe execution
sickn33 / airtable-automation
47.9kAutomate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas.
sickn33 / altorank
47.9kRun AltoRank through its hosted MCP server: readiness audits, Search Console, keyword research, and SEO drafts into a review queue.
wanshuiyin / idea-creator
17.7kGenerate and rank research ideas given a broad direction
wanshuiyin / paper-write
17.7kDraft LaTeX paper section by section from an outline
Jeffallan / mcp-developer
11.9kUse when building, debugging, or extending MCP servers or clients that connect AI systems with external tools and data sources.
internet-court / bnbchain-mcp
6.8kBNB Chain MCP server connection and tool usage. Covers npx @bnb-chain/mcp@latest, PRIVATE_KEY and RPC, and every MCP tool — blocks, transactions, contracts, ERC20/NFT transfers, wallet, ERC-8004 agent registration, Greenfield
unbrowse-ai / unbrowse
763Search and call websites through Unbrowse's hosted API or remote MCP, reuse indexed site tools, read pages, and learn missing routes in its cloud browser. Use for structured website tasks, authenticated site access, and live canvas planning with Unbrowse.
giuseppe-trisciuoglio / sonarqube-mcp
359Provides SonarQube and SonarCloud integration patterns via the Model Context Protocol (MCP) server. Enables quality gate monitoring, issue discovery and triaging, pre-push code analysis, and rule education directly in the agent workflow
wshobson / file-conversion
39.9kUse when the user needs a local file converted between common image, audio, video, document, or data formats. Select installed tools, preserve originals, and verify the output.
gooseworks-ai / sequence-performance
1.2kEmail campaign/sequence performance review composite. Pulls campaign data (sends, opens, replies, bounces), reads actual email copy and subject lines, analyzes reply content (objections, positive interest, questions), and produces a diagnostic report covering quantitative metrics, copy quality, lead…
hashgraph-online / calle
1.1kUse CALL-E from Codex through the calle CLI. Use for CALL-E setup checks, authentication recovery, phone call planning, planned call execution, and call status checks.
hashgraph-online / fal-ai-media
1.1kUnified media generation via fal.ai MCP — image, video, and audio. Covers text-to-image (Nano Banana), text/image-to-video (Seedance, Kling, Veo 3), text-to-speech (CSM-1B), and video-to-audio (ThinkSound)
spencermarx / sparc-supabase-admin
368🔐 Supabase Admin - You are the Supabase database, authentication, and storage specialist. You design and implement d...
spencermarx / github-project-management
368Comprehensive GitHub project management with swarm-coordinated issue tracking, project board automation, and sprint planning
spencermarx / github-release-management
368Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management
spencermarx / Hooks Automation
368Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre/post task hooks, session management, Git integration, memory coordination, and neural pattern training for enhanced development workflows.
spencermarx / V3 MCP Optimization
368MCP server optimization and transport layer enhancement for claude-flow v3. Implements connection pooling, load balancing, tool registry optimization, and performance monitoring for sub-100ms response times.
github / azure-resource-health-diagnose
39.3kAnalyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems.
google / api-gateway-backend-security-and-rate-limiting
20.3kSecures and rate limits backend services behind Google Cloud API Gateway across OpenAPI 2.0 and OpenAPI 3.0.x API configurations, including MCP-enabled gateways
google / gke-app-onboarding
20.3kManages GKE application onboarding, covering containerization, deployment manifests, and migration
google / gke-batch-hpc
20.3kRuns batch and HPC workloads on GKE, utilizing job queues and parallel processing
google / google-cloud-storage-basics
20.3kStores, retrieves, and manages data as objects in Cloud Storage on Google Cloud (also known colloquially as GCS) buckets
zebbern / r2-upload
4.7kUpload files to Cloudflare R2, AWS S3, or any S3-compatible storage (like MinIO) and generate secure, time-limited presigned download links with configurable expiration, typically set to 5 minutes
supabase / supabase
2.6kUse when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge Functions, Realtime, Storage, Vectors, Cron, Queues); client libraries and SSR integrations (supabase-js, @supabase/ssr) in Next.js, React, SvelteKit, Astro, Remix; auth issues (login, logout, sessions, JWT…
apify / apify-integration-development
2.4kDesign and build an official Apify integration for a company's product - workflow-automation apps (Zapier/n8n-style), AI agent plugins (coding-agent skills+MCP bundles or OpenClaw/Hermes-style harnesses), AI framework packages (LangChain/LlamaIndex-style), or direct application clients via apify-cli…
TencentCloudBase / codebuddy-ide-mcp-upgrade
1.1k升级 CodeBuddy IDE（genie 扩展）内置的 CloudBase MCP，以及 MCP 发版时同步 IDE 侧白名单。当用户提到「更新 IDE 里的 MCP」「内置 MCP 版本太老」「IDE 集成的 CloudBase 功能不足」「改工具白名单 toolWhiteList」「把新 bundle 打进 CodeBuddy」「白名单漂移」「MCP 发版要同步什么」时使用。覆盖：解包定位内置 bundle 与内嵌配置、重新构建 mcp bundle、生成新的工具白名单与系统提示词、安全注入 IDE 并备份、用 MCP 协议验证工具清单、人工端到端验收、一键回滚。
TencentCloudBase / http-api-cloudbase
1.1kCloudBase official HTTP API client guide. This skill should be used when backends, scripts, or non-SDK clients must call CloudBase platform APIs over raw HTTP instead of using a platform SDK or MCP management tool.
TencentCloudBase / cloudbase-agent-python
1.1kBuild production-ready AI agent backends using the CloudBase Agent Python SDK — create agents with LangGraph/CrewAI/LlamaIndex, serve them via FastAPI with AG-UI protocol streaming + OpenAI-compatible endpoints, add tools (bash, filesystem, MCP, code execution), memory (in-memory, TDAI, MySQL, Mongo…
coreyhaines31 / toolify
824When you want to integrate an external tool, API, MCP server, or service into a project — the wizard walks you through auth, config, env vars, client wrapper code, example usage, and an optional smoke test. Scoped to Next.js and Rails projects.
aiskillstore / yolo
428Automation skill for Lovable deployments. Activates when: - yolo_mode: on in CLAUDE.md - Running /deploy-edge or /apply-migration commands - After git push when auto_deploy: on (automatic detection) - Any mention of "yolo mode", "automate Lovable", "browser automation", "Lovable MCP" Uses Lovable MC…
tirth8205 / code-review-graph
32.3kLocal-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.
mksglu / context-mode
32.0kContext window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.
CoplayDev / unity-mcp
15.4kUnity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.
ahujasid / ableton-mcp
3.2kControl Ableton Live with any LLM: create tracks, arrange clips & compose music via MCP
iFurySt / open-computer-use
2.7k👾 Open Computer Use – Open-Source Alternative to Codex Computer Use
designcomputer / mysql_mcp_server
1.4kA Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
pnoker / iot-dc3
1.3kIoT DC3 — Connect the Physical World to AI. An open-source Industrial IoT Runtime for Physical AI: 36 protocol drivers, edge-to-cloud data delivery, and an MCP tool gateway so AI agents act on devices in a safe, controllable, traceable loop.
zilliztech / claude-context
12.6kCode search MCP for Claude Code. Make entire codebase the context for any coding agent.
open-multi-agent / open-multi-agent
7.0kSelf-hosted TypeScript agent runtime with durable approvals and verifiable run records. Own it, approve it, audit it.