MCP Essentials
Must-have Model Context Protocol servers and tools
Showing 1,321–1,380 of 2,421 skills · Page 23 of 41
tse-wei-chen / hs-sql-agent
10.NET SQL Agent MCP server featuring raw SQL input, strict AST validation, and an embedded Admin UI. Eliminates LLM hallucinations and security risks across 6 major databases.
megamen32 / gptadmin_opensource
10One MCP hub — any AI controls any infrastructure. Self-hosted, works with ChatGPT, Claude, Codex, DeepSeek, Qwen, Alice, GigaChat.
tosin2013 / documcp
10DocuMCP is an intelligent Model Context Protocol (MCP) server that revolutionizes documentation deployment for open-source projects. It provides deep repository analysis, intelligent static site generator recommendations, and automated GitHub Pages deployment workflows.
HeathHowren / Pointer-Lab
10Free, open-source memory scanner and debugger for Windows, for 32- and 64-bit targets: pointer scanner, find-what-writes, auto-assembler, speed hack, Lua, and an MCP server for AI agents
Typewise / mcp-chaos-rig
10A local MCP server that breaks on demand. Test your client against auth failures, disappearing tools, flaky responses, and token expiry, all from a web UI.
CherryHQ / cherry-assistant-guide
52.7k从当前安装包查询 Cherry Studio 产品信息并排查运行问题。当用户询问功能、路由、快捷键、Provider、语言、Agent、频道、定时任务、Code CLI、当前版本，或报告运行错误、连接失败、配置异常并需要诊断时触发。
sickn33 / aas-compose-stack
47.9kPreserve the coding agent's explicit AAS skill selection as a validated stack and optional evidence.
sickn33 / architecture-review
47.9kReview repository architecture using Ontoly Software Graph and MCP capabilities.
tech-leads-club / figma
7.1kUse the Figma MCP server to fetch design context, screenshots, variables, and assets from Figma, and to translate Figma nodes into production code
Ryze-AI-Adgent / seo-audit
6.3kFull SEO audit of a site from its real Search Console + GA4 data — indexation health, CTR anomalies, decaying pages, striking-distance keywords, quick wins
ThinkInAIXYZ / feishu-tools
6.4kUse the Feishu/Lark plugin MCP tools for Feishu documents, spreadsheets, knowledge content, and other matching workspace operations.
gooseworks-ai / animate-image
1.2kAnimate an existing product image or static ad into a short branded video using the GooseWorks Animate Images workflow, with source-image continuity and optional end-frame control.
hashgraph-online / ontoly-software-graph
1.1kUse Ontoly Software Graph evidence, CLI reports, MCP, and official Ontoly Agent Skills before searching source files when reviewing architecture, dependencies, request flows, configuration, impact, or security-sensitive ownership.
hashgraph-online / send-cold-email
1.1kSend cold email and run outbound email campaigns from an agent with Sendsets. Connect or check sending mailboxes, turn a lead list (CSV or inline) into a multi-step email sequence with follow-ups, validate merge fields, send a test, launch, and read and answer replies
hashgraph-online / vidseeds-setup
1.1kUse when connecting to VidSeeds.ai, getting AUTH_REQUIRED or SUBSCRIPTION_REQUIRED from the vidseeds MCP server, or setting up VIDSEEDS_PAT / OAuth for the connector. Not for workflow recipes - use vidseeds-efficiency and domain skills after connect.
yusufkaraaslan / skill-builder
15.0kAutomatically detect source types and build AI skills using Skill Seekers
spencermarx / pr-manager
368Comprehensive pull request management with ruv-swarm coordination for automated reviews, testing, and merge workflows.
spencermarx / orchestrator
368Multi-agent task orchestration with TodoWrite/TodoRead/Task/Memory using MCP tools.
atomicstrata / llmwiki
2.2kBuild and use a persistent, citation-traceable knowledge wiki from documents, research papers, notes, or project documentation. Use for llmwiki projects, retrieving reusable evidence for an agent task, or compiling a corpus for repeated questions.
parcadei / mcp-chaining
3.9kResearch-to-implement pipeline chaining 5 MCP tools with graceful degradation
parcadei / research-agent
3.9kResearch agent for external documentation, best practices, and library APIs via MCP tools
microsoft / azure-ai
3.1kUse for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech, transcription, OCR.
yaklang / llm-prompt-injection
2.3kLLM prompt injection playbook
xuzhougeng / computer-use
1.2kUse Cua Driver through MCP to inspect and operate the user's native desktop apps on Windows, macOS, or Linux. Trigger when a task requires a desktop application, native file dialog, OS window, signed-in browser UI, screenshot-grounded interaction, or a result that must be verified in the application…
fcakyon / reading-livekit-docs
1.2kLooks up current LiveKit facts (API signatures, CLI flags, config options, model and provider support, SDK changelogs, pricing) from the docs instead of answering from memory
microsoft / build-flow
919Autonomously build a complete Power Automate flow from a description
kazukinagata / incorporation
360法人成り（個人事業主から法人への移行）に関する相談。税額比較シミュレーション、 法人形態の選択、設立手続き、役員報酬戦略、社会保険の比較を支援する。 Trigger: "法人成り", "会社設立", "法人化", "株式会社にしたい", "合同会社", "法人税と所得税の比較", "役員報酬", "法人成りのタイミング", "マイクロ法人", "1人法人"
zereight / gitlab-mcp
2.1kMCP server for GitLab: 277 tools for projects, MRs, issues, pipelines, wikis and more via the GitLab REST/GraphQL API
soxoj / awesome-osint-mcp-servers
524🔌 A curated list of OSINT MCP servers. Pull requests are welcomed!
peterfei / ai-agent-team
446AI Agent Team-拥有24/7专业AI开发团队：产品经理、前端开发、后端开发、测试工程师、DevOps工程师、技术负责人。一键安装，支持中英文命令，大幅提升开发效率！
drawdb-io / drawdb
40.1kFree, simple, and intuitive online database diagram editor and SQL generator.
voktty / voktty
34Lightweight AI-native terminal workspace with native MCP client and multi-tab workflows for developers and sysadmins.
JeremyDev87 / codingbuddy
31Codingbuddy orchestrates 29 specialized AI agents to deliver code quality comparable to a team of human experts through a PLAN → ACT → EVAL workflow.
lacymorrow / lacy
28Talk to your shell — commands run, questions go to AI. No prefixes.
XeldarAlz / everything-claude-unity
25The ultimate Claude Code toolkit for Unity — 20 AI agents, 22 slash commands, 41 skills, and safety hooks for AI-assisted Unity game development. Drop-in, production-ready.
NPC-Worldwide / npcpy
1.5kThe python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
joey-zhou / xiaozhi-esp32-server-java
1.4k小智ESP32的Java企业级管理平台，提供设备监控、音色定制、角色切换和对话记录管理的前后端及服务端一体化解决方案
pragmar / mcp-server-webcrawl
46MCP server tailored to connecting web crawler data and archives
jmrplens / gitlab-mcp-server
45Open source GitLab MCP server for AI assistants: 2-tool dynamic find/execute over 850+ GitLab actions (1,000+ Enterprise), stdio/HTTP/OAuth, safe/read-only modes.
etairl / parallel-browser-mcp
43An MCP server for parallel browser automation by AI agents with multiple cloud providers
Heratiki / locallama-mcp
43An MCP Server that works with Roo Code/Cline.Bot/Claude Desktop to optimize costs by intelligently routing coding tasks between local LLMs free APIs and paid APIs.
Robotti-io / copilot-security-instructions
43✨ A customizable copilot-instructions.md ruleset & prompts to guide GitHub Copilot toward secure coding defaults in Java, Node.js, C# and Python. Blocks risky patterns, teaches safe habits.
ferdinandobons / CodeDebrief
42Local-first static analysis that turns source code into deterministic, source-grounded workflow maps for coding agents via MCP.
mksglu / ctx-index
31.0kIndex a local file or directory into context-mode's persistent FTS5 knowledge base so future ctx_search calls can retrieve focused snippets without rereading raw files. Trigger: /context-mode:ctx-index
foryourhealth111-pixel / openai-docs
3.4kUse when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses API, Chat Completions, Apps SDK, Agents SDK, Realtime, model capabilities or limits); prioritize OpenAI docs MCP tools and restrict any fallback…
davepoon / ad-angle-research
3.7kPull the ads a competitor is running right now on Meta (Facebook/Instagram) and Google, then extract the hooks, offers, CTAs and landing pages worth modelling
davepoon / apify-product-lookup
3.7kFetch a real product's current price, stock, rating, or images from retailer pages over the Apify MCP server, and return them as typed fields rather than prose
hashgraph-online / run-task
1.1kExecute a single Todo task through In Progress to Review, meeting every acceptance criterion with tests and vibe-lint checks. Refuses Planning-status tasks. Invoked as /agiflow:run-task <task>. Uses get_task, update_task, create_task_comment.
hashgraph-online / run-work
1.1kExecute a work unit end-to-end: sequence tasks by dependency, implement, test between tasks, commit, and track progress. Use to deliver a complete feature in one session. Invoked as /agiflow:run-work <work-unit>. Uses get_work_unit, list_tasks, update_task, get_work_unit_progress.
oliver-kriska / recall
560Recall prior work from past sessions — how a bug was fixed, what was decided, where a pattern lives
oliver-kriska / phx-recall
560Recall prior work from past sessions — how a bug was fixed, what was
P4nda0s / rev-struct
2.2kReconstruct data structures by analyzing memory access patterns across functions
autoclaw-cc / xhs-auth
1.9k小红书认证管理技能。检查登录状态、登录（二维码或手机号）、退出登录。 当用户要求登录小红书、检查登录状态、退出登录时触发。
autoclaw-cc / xhs-content-ops
1.9k小红书复合内容运营技能。组合搜索、详情、发布、互动等能力完成运营工作流。 当用户要求竞品分析、热点追踪、内容创作、互动管理等复合任务时触发。
autoclaw-cc / xhs-explore
1.9k小红书内容发现与分析技能。搜索笔记、浏览首页、查看详情、获取用户资料。 当用户要求搜索小红书、查看笔记详情、浏览首页、查看用户主页时触发。
a5c-ai / atlas-graph-query
1.8kReference for querying the Atlas knowledge graph through its MCP tools — the SECONDARY enrichment/comparison layer that adds best-practice context to systems you have ALREADY scanned from your real sources (`az`, repos, dirs)
cbrock84 / ai-workflow-architect
1.7kDesigns AI systems, automations, and agent workflows for a business — identifying which manual work is worth automating, how to structure the system, which tools fit, and what could go wrong.
mohitagw15856 / agent-readiness-audit
1.4kAudit whether AI agents can actually use your product — docs, APIs, onboarding, errors, and discoverability, evaluated from a non-human user's perspective
hoangsonww / update-project-docs
1.0kMANDATORY for every coding agent (Claude Code, Codex, or any other) — keep this repository's documentation in sync after any change to behavior, configuration, interfaces, events, schema, or features.
microsoft / route-environments
919Check Power Platform environment routing status and understand default environment resolution