MCP Essentials
Must-have Model Context Protocol servers and tools
Showing 721–780 of 2,415 skills · Page 13 of 41
LING71671 / open-reverselab
1.3kOpen-source AI reverse-engineering agent platform and MCP server for Ghidra, Frida, x64dbg and Rizin — automated PE/APK/binary analysis, CTF and malware research, with 100+ MCP tools and a 194-article runnable knowledge base.
cinderline / northcinder
1.2kOpen-source MCP server for comparing products and asking the buyer before purchase.
karanb192 / reddit-mcp-buddy
863Clean, LLM-optimized Reddit MCP server. Browse posts, search content, analyze users. No fluff, just Reddit data.
hetpatel-11 / Adobe_Premiere_Pro_MCP
751Adobe Premiere Pro MCP. Tools for AI-driven video editing via MCP, for Codex, Claude, and other MCP clients.
asaotomo / FofaMap
751一款证据驱动的 FOFA 资产测绘智能体：支持自然语言侦察、AI 反思、CLI / MCP / Skill / REST API，以及经人工审批的 Nuclei 扫描。
Playa-Cyrene / Cyrene-Agent
743一款开源、基于昔涟开发的桌面 AI 智能体/An open-source desktop AI agent based on Cyrene.
rekog-labs / MCP-Nest
721A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, resources, and prompts.
cyanheads / obsidian-mcp-server
700Read, write, search, and surgically edit Obsidian vault notes, tags, and frontmatter via MCP. STDIO or Streamable HTTP.
StuMason / coolify-mcp
615MCP server for Coolify — 42 optimized tools for managing self-hosted PaaS through AI assistants
provos / ironcurtain
615A secure* runtime for autonomous AI agents. Policy from plain-English constitutions. (*https://ironcurtain.dev)
RekklesNA / ProxmoxMCP-Plus
614Use MCP and OpenAPI to safely control Proxmox VE VMs, LXCs, backups, and snapshots from LLMs and AI agents.
KimGLee / Cambium
611Governance standard and reference toolset for LLM-maintained knowledge corpora
argoproj-labs / mcp-for-argocd
594An implementation of Model Context Protocol (MCP) server for Argo CD.
microsoft / DebugMCP
573Gift your VS Code agent a real debugger: breakpoints, stepping, inspection.
docmancer / docmancer
133Find out what your coding agents already know. Docmancer indexes the memory, rules, and instructions Claude Code, Codex, Cursor, and Gemini wrote on your machine, then carries the durable parts to every agent. It is local-first and under MIT license.
shepsci / kaggle-skill
106Complete Kaggle integration plugin/skill for AI coding agents — competition reports, dataset/model downloads, notebook execution, and badge collection. Works with Claude Code, Gemini CLI, Cursor, Codex, OpenClaw, and 35+ agents via skills.sh.
vastsa / FileCodeBox
8.6k文件快递柜-匿名口令分享文本，文件，像拿快递一样取文件（FileCodeBox - File Express Cabinet - Anonymous Passcode Sharing Text, Files, Like Taking Express Delivery for Files）
idosal / git-mcp
8.5kPut an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project
Sylinko / Everywhere
6.3kOn-screen aware AI assistant for your desktop. Uses current app context, multiple LLMs, and MCP tools to help you act across apps.
nimbalyst / nimbalyst
2.0kNimbalyst - The open-source visual workspace for Claude Code, Codex, and OpenCode. Run multiple coding agents in parallel, edit their work visually in markdown, mockups, and diagrams, and track tasks.
cometchat / docs-mcp
129CometChat docs search + implementation bundles: add chat, voice, video & moderation to your app through your AI coding agent.
agent-room-alkl / agent-room
104Put Claude Code, Cursor, Codex, Gemini & Antigravity in one room — real-time multi-agent AI collaboration over MCP for distributed dev, code review, PR handoff & frontend↔backend integration. Free, self-hostable, MCP-native.
bytebase / dbhub
3.7kToken conscious database MCP server for Postgres, MySQL, SQL Server, Oracle, MariaDB, SQLite.
Azure / data-api-builder
1.5kData API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.
sourcey / sourcey
1.4kPrecision documentation from OpenAPI, MCP, Doxygen, and Markdown guides. Static HTML you own.
anthropics / claude-api
177.9kReference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration.
wanshuiyin / auto-review-loop
17.7kAutonomous multi-round research review loop. In Copilot CLI it defaults to the native complementary rubber-duck subagent with host-event model evidence; elsewhere it uses Codex, while explicit external reviewer overrides remain available.
jnMetaCode / mcp-builder
8.3k在构建 MCP 服务器或 MCP 工具时使用 —— 系统化的生产级 MCP 构建方法论，覆盖工具设计、错误处理、传输层选择与测试，让 AI 助手连接外部能力
czlonkowski / n8n-mcp-tools-expert
6.3kExpert guide for using n8n-mcp MCP tools effectively
czlonkowski / using-n8n-mcp-skills
6.3kUse when building, editing, validating, testing, or debugging an n8n workflow through the n8n-mcp MCP server — designing a flow, configuring a node, writing an expression or Code node, wiring credentials, or fixing one that misbehaves.
giuseppe-trisciuoglio / spring-ai-mcp-server-patterns
359Provides Spring Boot MCP server patterns that create Model Context Protocol servers with Spring AI by defining tool handlers, exposing resources, configuring prompt templates, and setting up transports for AI function calling and tool calling
giuseppe-trisciuoglio / notebooklm
359Enables interaction with Google NotebookLM for advanced RAG (Retrieval-Augmented Generation) capabilities via the notebooklm-mcp-cli tool
foryourhealth111-pixel / docs-review
3.4kReview documentation changes for compliance with the Metabase writing style guide
davepoon / bulkpublish-social-scheduling
3.7kSchedule, publish and analyze social posts across 15 networks via BulkPublish (MCP or REST) — Facebook, Instagram, X, TikTok, YouTube, Threads, Bluesky, Pinterest, Google Business, LinkedIn, Mastodon, Discord, Telegram, Tumblr, Snapchat
davepoon / immich-photo-manager
3.7kManage your self-hosted Immich photo library through conversation: natural language and OCR search, geographic album curation, duplicate detection, people and faces, metadata repair, video frames and PDF photobooks. 94 MCP tools and 13 skills, tested live on Immich 2.x and 3.x.
davepoon / obsidian-rest-api
3.7kCall the Obsidian Local REST API directly (over HTTP) for vault operations the mcp__obsidian__* tools do NOT expose — move/rename a note, overwrite a whole file atomically (PUT), act on the currently-open active file, run an Obsidian command, open a note in the UI, list all tags, or do date-specific…
hashgraph-online / seo-dataforseo
1.1kLive SEO data via DataForSEO MCP server. SERP analysis (Google, Bing, Yahoo, YouTube), keyword research (volume, difficulty, intent, trends), backlink profiles, on-page analysis (Lighthouse, content parsing), competitor analysis, content analysis, business listings, AI visibility (ChatGPT scraper, L…
hashgraph-online / cassette-video-edit
1.1kEdit, trim, cut, caption, subtitle, reframe, combine, add background music to, or export video, audio, and image files through Cassette.
benchflow-ai / lean4-memories
1.8kThis skill should be used when working on Lean 4 formalization projects to maintain persistent memory of successful proof patterns, failed approaches, project conventions, and user preferences across sessions using MCP memory server integration
spencermarx / issue-tracker
368Intelligent issue management and project coordination with ruv-swarm integration for automated tracking, progress monitoring, and team coordination.
spencermarx / release-manager
368Automated release coordination and deployment with ruv-swarm orchestration for seamless version management, testing, and deployment across multiple packages.
spencermarx / repo-architect
368Repository structure optimization and multi-repo management with ruv-swarm coordination for scalable project architecture and development workflows.
spencermarx / sync-coordinator
368Multi-package synchronization and version alignment with ruv-swarm coordination for seamless integration between claude-code-flow and ruv-swarm packages.
vercel-labs / webmcp-gen
43.1kBuild and validate experimental WebMCP tools for an existing web page
github / codebase-memory-mcp
39.3kUse when exploring unfamiliar code, mapping architecture, finding symbols or relationships, tracing callers, callees, data flow or dependencies, assessing impact, auditing dead or complex code, or handling explicit Codebase Memory requests.
openai / chatgpt-apps
27.6kBuild, scaffold, refactor, and troubleshoot ChatGPT Apps SDK applications that combine an MCP server and widget UI
google-labs-code / stitch::manage-design-system
8.4kManage design systems in Stitch using MCP tools. Includes retrieval of assets, creating/updating design systems in Stitch, and applying them to screens.
microsoft / azure-aigateway
3.1kConfigure Azure API Management as an AI Gateway for AI models, MCP tools, and agents. WHEN: semantic caching, token limit, content safety, load balancing, AI model governance, MCP rate limiting, jailbreak detection, add Azure OpenAI backend, add AI Foundry model, test AI gateway, LLM policies, confi…
pedrohcgs / triage-inbox
1.6kTriage academic email and calendar (Gmail / Google Calendar via the session's MCP) into a prioritized digest plus a referee-obligations tracker — classifying referee requests, R&R and editor correspondence, co-author threads, seminar and conference invites, and grant/admin deadlines, and proposing a…
actionbook / core-agent-browser
1.5kInternal support skill for agent-browser CLI workflows used by rust-learner, docs-researcher, and crate-researcher. Use only when browser automation is explicitly required.
first-fluke / oma-voice
1.3kGenerate speech or transcribe audio locally with Voicebox. Use for
TencentCloudBase / cloud-api-recipe-authoring
1.1kAuthor or revise a cloud-api-operations recipe (config/source/skills/cloud-api-operations/references/recipes/). Encodes why the long tail of control-plane capabilities is deliberately NOT wrapped as MCP/CLI tools, the API-first admission test for whether a capability deserves a recipe, the negative…
TencentCloudBase / mcp-attribution-worktree
1.1kTriage, repair, and close MCP attribution issues from the local report API with evidence-driven decisions and isolated Worktrunk worktrees.
matlab / matlab-debug-code
1.1kDiagnose MATLAB errors and unexpected behavior. Breakpoints, workspace inspection, try-catch diagnostics, and common error patterns
microsoft / generate-mcp-app-ui
919Generate a single-file MCP App widget for an MCP tool, with either bundled runtime code or user-approved public CDN imports. Describe the visual and provide a plain structured payload or a full tool result with content, structuredContent, and meta.
microsoft / diagnose-deployment
919Surfaces PAC CLI upload errors and Dataverse async operation errors, pattern-matches against a known failure catalog, and optionally auto-fixes identified issues
coreyhaines31 / pm
824When you want to manage projects across your businesses using a kanban + Eisenhower methodology. One kanban per business (whatever portfolio of businesses, projects, or initiatives you run).
anombyte93 / discover
603Phase 1 of the prd-taskmaster pipeline: brainstorm-driven discovery. Delegates to superpowers:brainstorming in Interactive Mode (one adaptive question at a time), or self-brainstorms in Autonomous Mode when no user is present.
bitwize-music-studio / lyric-writer
512Writes or reviews lyrics with professional prosody, rhyme craft, and quality checks
bitwize-music-studio / mastering-engineer
512Guides audio mastering for streaming platforms including loudness optimization and tonal balance