MCP Essentials
Must-have Model Context Protocol servers and tools
Showing 661–720 of 2,415 skills · Page 12 of 41
Rath-Team / OpenRath
961An open-source, PyTorch-like runtime for dynamic multi-agent and multi-session workflows.
arben-adm / mcp-sequential-thinking
959Local MCP work notes with persistent sessions, decisions, evidence and resumable tasks.
utensils / mcp-nixos
864MCP-NixOS - Model Context Protocol Server for NixOS resources
sandbaseai / sandbase-harness
635Local-first, self-hosted AI agent runtime and MCP bridge with sandboxed sessions, memory, credentials, audit/replay, and a local Console.
YoanWai / agent-manager
618The fastest developer workflow for every AI coding agent. Live status, quick prompts, worktrees, and diff review from one tmux TUI. Discord: discord.gg/ecS88An7pF
docsagent / docsagent
577⚡ DocsAgent — give your AI agents instant, private access to your personal knowledge base (Zotero, Obsidian, Apple Notes supported now, local docs on the road). Native C++ search core: BM25 + passage ranking in ~15 ms. MCP server for Claude, Cursor, Cline & any MCP client.
Sidiora-Labs / paxeer-monorepo
571Paxeer X is a Distributed HyperState Machine for payments, code execution and intent routing. Designed for Machines and the Users operating them.
claude-world / notebooklm-skill
480NotebookLM does the research, Claude writes the content. Research → Synthesis → Content Creation → Publishing. Claude Code Skill + MCP Server.
tinyhumansai / openhuman
42.3kThe fastest, cheapest, most efficient open-source agent harness. Run more than 500 agents on a $10 VPS.
yamadashy / repomix
29.0k📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.
t8y2 / dbx
27.6k25 MB lightweight cross-platform database client for 100+ databases, including MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, SQL Server, and Dameng. Built-in AI, MCP Server, CLI, desktop and Docker.
triggerdotdev / trigger.dev
16.6kTrigger.dev – build and deploy durable AI agents and workflows
CursorTouch / Windows-MCP
10.1kMCP Server for Computer Use in Windows
firerpa / lamda
8.7kAndroid Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one-click MITM, built-in Frida, proxy/VPN/frp/P2P networking, MCP/Agent, 160+ APIs, designed for multi-device clusters and engineered deployments.
xerrors / Yuxi
7.5k可私有部署的多租户知识智能体平台：统一 RAG、知识图谱、多智能体、MCP/Skills、沙盒与权限管理。Yuxi = Cloud Agents + Knowledge RAG, Self-hosted knowledge agent platform for RAG, knowledge graphs and multi-agent workflows.
Coding-Solo / godot-mcp
6.3kMCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output.
agent-sh / agnix
457The missing linter and lsp for AI coding assistants. Validate CLAUDE.md, AGENTS.md, SKILL.md, hooks, MCP. Plugin for all major IDEs included, with autofixes.
jpicklyk / task-orchestrator
209Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency graphs, quality gates, and actor attribution. Schemas define what agents must produce — the server blocks the call if they don't. Works with any MCP-compatible client.
samanhappy / mcphub
2.6kSelf-hosted MCP gateway and control plane for connecting, controlling, and operating MCP servers.
forloopcodes / contextplus
2.0kSemantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy. By combining RAG, Tree-sitter AST, Spectral Clustering, and Obsidian-style linking, Context+ turns a massive codebase into a searchable, hierarchical feature graph.
MiniMax-AI / MiniMax-MCP
1.6kOfficial MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.
ollaya-dev / ollaya
1.4kJev-compatible API server for open decision models. Ollama for decision models: pull and serve 25 model families (Laya, pplx-decider, Clef, Winnow, coba...) locally or self-hosted behind /v1/systemone. The TypeSafe SDK works unchanged: set its base URL and pick an open model.
ThinkInAIXYZ / deepchat-cli
6.4kUse DeepChat's bundled CLI control plane for model inference, image/video/speech generation, transcription, OCR, artifact inspection, public configuration, Skills, and MCP operations.
davepoon / freshservice-automation
3.7kAutomate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools first for current schemas.
davepoon / postmark-automation
3.7kAutomate Postmark email delivery tasks via Rube MCP (Composio): send templated emails, manage templates, monitor delivery stats and bounces. Always search tools first for current schemas.
jeremylongshore / x-twitter-scraper
2.8kPer-callback HMAC secret returned by the signed event delivery API.
oliver-kriska / session-deep-dive
560Deep qualitative analysis of high-signal sessions. Spawns subagents with v2 template, synthesizes patterns, compares against known findings. Use after /session-scan.
google-labs-code / react-vite-dashboard
8.4kConvert Stitch designs into production React + Vite dashboards with TanStack Query, accessible tokens from DESIGN.md, and Web3-ready patterns (ethers/viem).
htmlstreamofficial / preline-mcp
6.4kAdd, integrate, or build Preline UI components and blocks into HTML files via the Preline MCP server
brycewang-stanford / literature-review-tools
4.4kRecommend AND run open-source AI tools, agents, Claude Code / Codex skills, and MCP servers for any stage of a literature review — searching, reading, extracting, synthesizing, screening, citation-checking, and paper writing
softaworks / qa-test-planner
2.5kGenerate comprehensive test plans, manual test cases, regression test suites, and bug reports for QA engineers. Includes Figma MCP integration for design validation.
LeoYeAI / acl-rule-analysis
2.1kVendor-agnostic ACL and firewall rule analysis with shadowed rule detection, overly permissive rule identification, unused rule discovery, redundant rule flagging, and rule ordering optimization. Covers ACLs (Cisco/JunOS/EOS) and firewall policies (PAN-OS/FortiGate/CheckPoint).
LeoYeAI / agent-bom
2.1kOpen security platform for agentic infrastructure — broad scanning plus MCP discovery, CVEs, blast radius, SBOMs, CIS benchmarks (AWS, Azure, GCP, Snowflake), OWASP/NIST/MITRE compliance, AISVS v1.0, MAESTRO layer tagging, and vector database security checks
feiskyer / deep-research
1.7kMulti-agent research orchestration: split a research goal into parallel sub-goals, run each via headless `claude -p` subprocesses, aggregate results into a polished report file.
pedrohcgs / stata-replication
1.6kEnd-to-end Stata replication pipeline — scaffolds numbered `.do` files in `scripts/stata/`, executes them via the `stata-mcp` MCP server, captures logs and outputs to `output/`, and produces publication-ready tables (esttab) and figures (graph export). Mirrors `/data-analysis` for R-first projects
BankrBot / grantr
1.2kUse Grantr MCP for account-safe Grantr backend workflows: Grantr vaults, Morpho savings, Bankr wallet interop, Fileverse documents, portfolio and balance reads, and agent-safe DeFi action preparation.
BankrBot / opensea-api
1.2kAPI key for all OpenSea services (REST API, CLI, SDK, and MCP server)
TencentCloudBase / cloudbase-declarative-deploy
1.1kCloudBase declarative deployment from a cloudbaserc config (声明式部署, 配置式部署, cloudbaserc 部署) through the deployBuild / deployPlan / deployApply MCP tools
TencentCloudBase / minimal-web-baas-demo
1.1kFast path for a minimal CloudBase Web + database demo (最小前后端 / 最小可用 fullstack / Lovable-like BaaS). Defaults to @cloudbase/js-sdk client CRUD (NoSQL app.database / PG app.rdb), MCP-only schema, preview-first, and forbids cloud functions unless secrets, cron/background jobs, or logic that security ru…
matlab / matlab-design-radar
1.1kLaunch and control the MATLAB Radar Designer app programmatically via MCP
microsoft / generate-codeful-mcp-tool
919Generate a self-contained JavaScript server runtime and registration metadata for an MCP codeful tool
AgriciDaniel / seo-dataforseo
747Live SEO data via DataForSEO MCP server. SERP analysis (Google, Bing, Yahoo, YouTube, Google Images), keyword research (volume, difficulty, intent, trends), backlink profiles, on-page analysis (Lighthouse, content parsing), competitor analysis, content analysis, business listings, AI visibility (Cha…
anombyte93 / expand-tasks
603Expand all TaskMaster tasks with deep research before coding begins. Reads tasks.json, launches parallel research agents per task in waves using the research-expander agent. Writes findings back to tasks.json. Part of the prd-taskmaster toolkit. Use after PRD is parsed and before implementation.
anombyte93 / setup
603Phase 0 of the prd-taskmaster pipeline. Resolves the active backend, initializes the project, configures the provider stack when the TaskMaster backend is active (DETECT-FIRST — never overwrite a working user config), and verifies the AI pipeline.
bitwize-music-studio / album-art-director
512Creates visual concepts for album artwork and generates AI art prompts. Use during planning for concept discussion, or after all tracks are Final for actual artwork generation.
bitwize-music-studio / lyric-refiner
512Autonomous multi-pass lyric refinement for tightening, cohesion, and album unity. Use after lyrics are written to polish a track or entire album through iterative passes.
bitwize-music-studio / new-album
512Creates a new album with the correct directory structure and templates. Use IMMEDIATELY when the user says 'make a new album' or similar, before any discussion.
bitwize-music-studio / promo-director
512Generates 15-second vertical promo videos for social media from mastered audio. Use after mastering is complete and before release, when the user wants social media content.
bitwize-music-studio / promo-reviewer
512Reviews and iterates on social media copy in album promo/ files. Use after populating promo templates and before release to polish platform-specific posts.
bitwize-music-studio / setup
512Detects your Python environment and guides you through installing plugin dependencies. Use on first-time setup or when MCP server fails to start.
bitwize-music-studio / validate-album
512Validates album directory structure, file locations, and content integrity. Use before release or whenever the user wants to check an album's structural health.
mxyhi / exa-search
491Use Exa MCP for current web, code/docs, company, people, and page-fetch research. Prefer current hosted tool schemas and note deprecated tools.
sanjay3290 / atlassian
426Manage Jira issues and Confluence wiki pages in Atlassian Cloud. Use when: (1) searching/creating/updating Jira issues with JQL, (2) searching/reading/creating Confluence pages with CQL, (3) managing Jira workflows, transitions, and comments, (4) browsing Confluence spaces and page hierarchies.
google-gemini / behavioral-evals
107.6kGuidance for creating, running, fixing, and promoting behavioral evaluations
NVIDIA / SkillSpector
21.1kSecurity scanner for AI agent skills. Detect vulnerabilities, malicious patterns, security risks, prompt injection, data exfiltration, and supply-chain risks in Claude Code, Codex, and MCP skills before you install them.
AgriciDaniel / claude-seo
19.9kUniversal SEO skill for Claude Code. 26 sub-skills + 19 sub-agents covering technical SEO, E-E-A-T, schema, GEO/AEO, agent readiness (Lighthouse Agentic Browsing, WebMCP, llms.txt), backlinks, local SEO, e-commerce, international SEO, Google APIs, and PDF/Excel reporting.
wanshuiyin / Auto-claude-code-research-in-sleep
18.0kARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.
lastmile-ai / mcp-agent
8.6kBuild effective agents using Model Context Protocol and simple workflow patterns
wzyn20051216 / solidworks-automation-skill
1.4kReliable AI Skill + MCP toolkit for agent-driven desktop CAD automation.
kimsungwhee / apple-docs-mcp
1.4kMCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, Swift/Objective-C APIs & code examples in Claude, Cursor & AI assistants