MCP Essentials
Must-have Model Context Protocol servers and tools
Showing 1,021–1,080 of 2,421 skills · Page 18 of 41
enessari / metabase-ai-assistant
48The most powerful MCP Server for Metabase - 111+ tools for AI SQL generation, dashboard automation & enterprise BI. Works with Claude, Cursor, ChatGPT.
angrysky56 / mcp-logic
47Fully functional AI Logic Calculator utilizing Prover9/Mace4 via Python based Model Context Protocol (MCP-Server)- tool for Windows, Linux, Claude App etc
EodHistoricalData / eodhd-claude-skills
47Claude Code plugin for EODHD financial data — 150k+ tickers, 70+ exchanges, OAuth MCP server with 80 tools, 7 workflow skills, financial-analyst agent, 5 slash commands. MIT.
BeppeTemp / cartographer
45A shared, git-backed wiki your team's AI agents maintain but can't break — Claude Code, Codex, OpenCode and any MCP client.
synaptiai / prompt-decorators
44A standardized framework for enhancing how LLMs process and respond to prompts through composable decorators, featuring an official open standard specification and Python reference implementation. Claude Code plugin and MCP server integration.
nietus / anki-mcp
44MCP server for Anki: get quizzed, track retention, find leeches and manage your flashcards from Claude and other MCP clients (via AnkiConnect)
wanshuiyin / auto-paper-improvement-loop
17.7kAutonomously improve a generated paper via GPT-6-Astra xhigh review → implement fixes → recompile, for 2 rounds
wanshuiyin / paper-writing
17.7kWorkflow 3: Full paper writing pipeline that goes from a narrative report to a polished, submission-ready PDF
wanshuiyin / research-lit
17.7kSearch and analyze research papers, find related work, summarize key ideas
spencermarx / sparc-mcp
368♾️ MCP Integration - You are the MCP (Management Control Panel) integration specialist responsible for connecting to a...
spencermarx / sparc-modes
368SPARC (Specification, Planning, Architecture, Review, Code) is a comprehensive development methodology with 17 specialized modes, all integrated with MCP tools for enhanced coordination and execution.
topoteretes / cognee-integrations
31.0kUse when the user wants to connect cognee to external services — switching LLM or embedding providers (OpenAI, Azure, Gemini, Anthropic, Ollama, OpenRouter), changing databases (Postgres, PGVector, Neo4j, Neptune, Turso), S3 storage, or the MCP server for IDE integration.
anthropics / start
25.5kSet up your bio-research environment and explore available tools
MiniMax-AI / vision-analysis
13.6kAnalyze, describe, and extract information from images using the MiniMax vision MCP tool
anbeime / ontoly-software-graph
7.2kUse Ontoly's deterministic Software Graph and MCP capabilities for architecture review, request tracing, dependency analysis, configuration lookup, and impact analysis before falling back to source-file search.
BuilderIO / an
4.4kOpen and operate Agent-Native workspace apps through Dispatch MCP, with inline app surfaces, browser-session authentication, and current screen state.
parcadei / agentica-sdk
3.9kBuild Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration
browserbase / webmcp-gen
3.7kCreate, compile, and validate site-specific WebMCP init scripts from a target URL and desired tool capability
microsoft / microsoft-docs
3.1kUnderstand Microsoft technologies by querying official documentation
microsoft / fabriciq
1.2kAnswers natural-language business questions over existing Power BI reports and semantic models through the FabricIQ MCP endpoint, discovering artifacts, resolving entities, generating the DAX itself, and returning a plain-language answer
xuzhougeng / word-zotero-citations
1.2kBuild, audit, authorize, recover, or finalize dynamic Zotero citations and bibliographies in Microsoft Word DOCX files with a protected-source, digest-bound workflow.
fcakyon / mongodb-atlas-stream-processing
1.2kManages MongoDB Atlas Stream Processing (ASP) workflows. Handles workspace provisioning, data source/sink connections, processor lifecycle operations, debugging diagnostics, and tier sizing.
rampstackco / integration-orchestrator
902Generate a phased delivery orchestration plan for creative-direction-driven work: which skills run when, what locks at which gate, how handoffs occur, and how the cadence implements in the team's tools (Jira, Linear, Notion, Figma, GitHub) with AI agents via MCP and CLI.
laolaoshiren / skill-curator
869中文 Skill 收录评估器。用于核验 GitHub 上的 Claude Code、Codex、Agent Skills、Plugin、MCP、CLI 或 Agent 工作流是否值得加入精选列表；检查真实资产、安装方式、活跃度、重复项和安全边界，并生成分类、中文描述与可追溯证据。
borghei / qa-browser-automation
817Browser-based QA combining Chrome MCP control with Python analysis tools
hypnguyen1209 / ai-agent-redteam
377Use when red-teaming an agentic AI / LLM application — indirect & zero-click prompt injection, MCP tool poisoning, persistent memory poisoning, excessive-agency tool abuse, multi-turn jailbreaks, PyRIT/Garak/Promptfoo harnesses
hypnguyen1209 / ai-security
377Use when attacking an AI/ML system or model — prompt injection & jailbreaks (Crescendo, Skeleton Key, Best-of-N), RAG/vector poisoning, agentic/MCP exploitation (CVE-2025-54136), ML supply-chain RCE (pickle CVE-2025-32434), model extraction / membership inference / adversarial suffixes (GCG)
tractorjuice / arc-kit
2.3kThe Enterprise Architecture Governance Harness — strategy, architecture, delivery, and assurance using AI coding assistants
kajisho5 / ffmpeg-skill
2.2kLocal video editor for coding agents: 42 FFmpeg tools with a machine-readable contract and an MCP server, for Claude Code, Cursor and Codex. Cut, captions, reframe, loudness, platform exports. No cloud, no API keys.
zhu1090093659 / deepseek-pp
1.9kDeepSeek Web browser extension: AI agent workspace with MCP tools, memory, Skills, automation, web search, and conversation export.
aoci-spec / aoci-code
1.7kA persistent, Git-versioned map of your whole codebase and database schema that coding agents read before they touch anything.
suekou / mcp-notion-server
924A Model Context Protocol server for connecting Notion to MCP-compatible clients
unbrowse-ai / unbrowse
804Unbrowse - Reverse engineer any website so that your agents can access its APIs directly
Get-Concord-AI / concord-mcp
654Live messaging for coding agents
thatrebeccarae / claude-marketing
177A full marketing department for Claude Code. Skill packs for Klaviyo, Shopify, GA4, Looker Studio, paid media, and more. Audit, optimize, and report using natural language.
mahmoudsajjadi / awesome-ai-coding-tools
14Awesome AI Coding Tools (2026): Curated 3-tier taxonomy of coding assistants, CLI agents, local LLMs, MCP servers, and benchmarks
Kong / kong
44.3k🦍 The API and AI Gateway
NirDiamant / agents-towards-production
21.8kEnd-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
palmier-io / palmier-pro
14.6kmacOS video editor built for AI
wonderwhy-er / DesktopCommanderMCP
10.1kThis is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
prapaa-ai / agav
170Terminal-native AI coding assistant for real repositories. Inspect code, edit files, run tests, and verify changes from the CLI.
firish / claude_code_vs
102Bring Claude Code to Visual Studio 2026: A native diff with accept/reject, a live debugger Claude can drive autonomously, Roslyn code navigation, and Test Explorer integration. The IDE half of Claude Code's integration protocol. Community-built, unofficial.
utensils / claudette
83Claude's missing better half — a companion tool for Claude Code usage.
PxA-Labs / AutoMaintainer
27An Always-On Autonomous AI Software Engineering Team built with LangGraph, FastAPI, and Next.js that operates natively within your GitHub repositories.
aws / amazon-q-developer-cli
2.0k✨ Agentic chat experience in your terminal. Build applications using natural language.
redhat-et / ripwire
2.5kThe ripgrep of AI context: a zero-dependency C++23 CLI + MCP server for coding agents. Find what you want without reading the repo, then check you built what you meant — blast radius, tests-to-run, quality deltas.
777genius / agent-teams-ai
2.3kYou're the boss, agents are your team. They handle tasks on their own, message each other, and review each other's work. You just watch the kanban board and give high-level commands.
OpenAgentPlatform / Dive
1.8kDive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨
jau123 / MeiGen-AI-Design-MCP
1.8kDiscover inspiration and create images and videos with the latest AI models. Works with ChatGPT, Claude, Cursor, and other MCP clients.
svnscha / mcp-windbg
1.6kModel Context Protocol for WinDbg.
chunkhound / chunkhound
1.5kYour entire engineering context, deeply understood
mbailey / voicemode
1.4kNatural voice conversations with Claude Code
justadityaraj / shim-mcp
43WordPress MCP server plugin, live on WordPress.org. Connect Claude Code, Cursor, or any MCP client to WordPress over stdio (WP-CLI) or HTTP. 56 abilities, self-contained, no cloud.
imgly / codesign
42CoDesign gives AI agents like Claude Code, Codex and PI a real design engine for genuine, editable designs, not flat images. Bring in what you have: InDesign, Photoshop, PowerPoint and PDF files stay editable. Exports print PDFs (CMYK, bleed) and videos.
wanshuiyin / patent-novelty-check
17.7kAssess patent novelty and non-obviousness against prior art
tech-leads-club / confluence-assistant
7.1kExpert in Confluence operations using Atlassian MCP
RandallLiuXin / mcp-driver
554Runtime debugging and live project inspection via godot-mcp. Use when headless tools cannot diagnose the problem: code compiles but runtime behavior is wrong, tests pass but the game does not work as expected, or you need to inspect live state (node tree, console output, rendering).
hashgraph-online / product-research
1.1kDeep Codex-native Amazon FBA product validation using LaunchFast MCP and the LegacyX criteria
hashgraph-online / exa-search
1.1kNeural search via Exa MCP for web, code, and company research
openai / figma
27.6kUse the Figma MCP server to fetch design context, screenshots, variables, and assets from Figma, and to translate Figma nodes into production code. Trigger when a task involves Figma URLs, node IDs, design-to-code implementation, or Figma MCP setup and troubleshooting.