InfratoApp / Resources / MCP servers

What an MCP server is, and why you would want one

A chat assistant can only talk about what is in front of it. An MCP server is a small program that gives it hands — one that can open your files, query your database, read a Jira ticket, post to Slack. You install it once and the assistant can use it from then on.

MCP is the Model Context Protocol, the shared plug that makes this work: a server written for one assistant works with any of them. That is the whole reason there are thousands of these rather than one per product.

Which is also why the two columns on the right of this table matter more than the description. What it can reach is what you are letting the assistant touch, and the credential it wants is the key you are handing over to allow it. 380,000 npm packages match “mcp-server”, so listing them all would help nobody; every row here was read from its own repository, and the four figures below say what we found.

Servers listed: 8,106
Repositories read: 11,535
Services reached: 25

How a server connects

Every server we have read

of 8,106 servers we have read ·every tile opens the rows behind it

3,15939%Actively maintainedpushed in the last 30 days · 2,758 untouched for six months 3,15239%Want a credentialinstalling one hands a model a key to something of yours 6,75883%Carry a licencea repository without one is not yours to use, whatever it does 170%Template copiesone Cloudflare starter and the quickstart tutorial, published again

Rising this week

stars gained · 7 days on record

1
debpalash/VoiceStudio
○ no description published
+10467
2
DietrichGebert/ponytail
○ no description published
+7261
3
stablyai/orca
○ no description published
+7236
4
Graphify-Labs/graphify
○ no description published
+5806
5
mattpocock/skills
○ no description published
+5343

149 of 300 match no use-case rule and appear only under “any” · placed by stated rules over what a server reaches and what it says it does, never by a classifier

modelcontextprotocol/servers
↗
Model Context Protocol Servers
github
Needs GITHUB_PERSONAL_ACCESS_TOKEN
LISTED · ★ 91477
upstash/context7
↗
Context7 Platform -- Up-to-date docs for AI agents
No credential named
LISTED · ★ 63575
aaif-goose/goose
↗
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
No credential named
LISTED · ★ 55524
vectorize-io/hindsight
↗
Hindsight: Agent Memory That Learns
hindsightopenai
Needs HINDSIGHT_API_LLM_API_KEY · HINDSIGHT_DB_PASSWORD · OPENAI_API_KEY
LISTED · ★ 53293
ahujasid/mcp-for-blender
↗
Community plugin to control Blender 3D with any LLM of your choice. Not affiliated with the official Blender Foundation.
No credential named
LISTED · ★ 32298
feder-cr/invisible_dots
↗
Open-source, self-hosted alternative to OpenAI Dots, Grok Bot. Built to be undetectable by anti-bot systems.
openai
No credential named
LISTED · ★ 32239
trycua/cua
↗
Scale computer-use 2.0 with open-source drivers, cross-OS sandboxes, and benchmarks for training, evaluation, and data generation.
No credential named
LISTED · ★ 30840
yamadashy/repomix
↗
📦 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.
No credential named
LISTED · ★ 29014
mastra-ai/mastra
↗
Mastra is the modern TypeScript framework for AI-powered applications and agents.
No credential named
LISTED · ★ 29003
PrefectHQ/fastmcp
↗
🚀 The fast, Pythonic way to build MCP servers and clients.
No credential named
LISTED · ★ 28214
guillaumemeyer/watermarks-remover
↗
A privacy-first app that strips AI watermarks from content you own.
No credential named
LISTED · ★ 24642
Skyvern-AI/skyvern
↗
Automate browser based workflows with AI
No credential named
LISTED · ★ 23253
screenpipe/screenpipe
↗
YC (S26) | Open Computer History | Continuously record your company computer work, map your workflows, help you find work worth automating, and power your agents' context
No credential named
LISTED · ★ 22088
QwenLM/Qwen-Agent
↗
Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.
chromedashscope
Needs DASHSCOPE_API_KEY
LISTED · ★ 17208
googleapis/mcp-toolbox
↗
MCP Toolbox for Databases is an open source MCP server for databases.
geminigoogle
Needs GEMINI_API_KEY · GOOGLE_API_KEY
LISTED · ★ 16732
mrexodia/ida-pro-mcp
↗
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
No credential named
LISTED · ★ 13080
elie222/inbox-zero
↗
The world's best AI personal assistant for email. Open source app to help you reach inbox zero fast.
No credential named
LISTED · ★ 12751
hangwin/mcp-chrome
↗
Chrome MCP Server is a Chrome extension-based Model Context Protocol (MCP) server that exposes your Chrome browser functionality to AI assistants like Claude, enabling complex browser automation, content analysis, and semantic search.
chrome
No credential named
LISTED · ★ 12501
BeehiveInnovations/pal-mcp-server
↗
The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Ollama / Custom Model / All Of The Above] working as one.
azuregeminiopenaiopenrouter
Needs GEMINI_API_KEY · OPENAI_API_KEY · OPENROUTER_API_KEY
LISTED · ★ 11805
LaurieWired/GhidraMCP
↗
MCP Server for Ghidra
No credential named
LISTED · ★ 11478
dmtrKovalenko/fff
↗
The fastest and the most accurate file search SDK for AI agents, Neovim, Rust, C, Python, Bun and NodeJS
No credential named
LISTED · ★ 11174
modelcontextprotocol/inspector
↗
Visual testing tool for MCP servers
No credential named
LISTED · ★ 11124
mcp-use/mcp-use
↗
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
No credential named
LISTED · ★ 10797
instantdb/instant
↗
Instant is the best backend for AI-coded apps. You get auth, permissions, storage, presence, and streams — everything you need to ship apps your users will love.
No credential named
LISTED · ★ 10552
CursorTouch/Windows-MCP
↗
MCP Server for Computer Use in Windows
windows
Needs WINDOWS_MCP_AUTH_KEY
LISTED · ★ 9956
mobile-next/mobile-mcp
↗
Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)
No credential named
LISTED · ★ 9889
awslabs/mcp
↗
Open source MCP Servers for AWS
No credential named
LISTED · ★ 9809
nhost/nhost
↗
The Open Source Firebase Alternative with GraphQL.
firebase
No credential named
LISTED · ★ 9364
idosal/git-mcp
↗
Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project
github
No credential named
LISTED · ★ 8474
superplanehq/superplane
↗
Open source factory for one-shot engineering
No credential named
LISTED · ★ 8186
firecrawl/firecrawl-mcp-serverOfficial
↗
Official Firecrawl MCP server, the context API for AI agents: search, scrape, and interact with the web, plus parse, crawl, map, Agent and Monitor, from any MCP client.
firecrawl
Needs FIRECRAWL_API_KEY
LISTED · ★ 7698
builderio/agent-native
↗
A framework for building agentic apps
No credential named
LISTED · ★ 7493
browsermcp/mcp
↗
Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser
No credential named
STALE · ★ 7213
grab/cursor-talk-to-figma-mcp
↗
TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code, Codex) and Figma, allowing Agentic AI to communicate with Figma for reading designs and modifying them programmatically.
figma
No credential named
LISTED · ★ 7072
mutonby/openshorts
↗
Open source AI clip generator: turns long videos into viral 9:16 shorts with AI moment detection, face tracking, subtitles and dubbing. Self-host free with Docker (MIT), or use the cloud with GPU speed from $12/mo. MCP server and API for AI agents.
llmopenshorts
Needs LLM_API_KEY · OPENSHORTS_API_KEY
LISTED · ★ 6972
getsentry/MobileBuildMCP
↗
A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.
No credential named
LISTED · ★ 6511
Coding-Solo/godot-mcp
↗
MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output.
No credential named
LISTED · ★ 6271
MinishLab/semble
↗
Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
No credential named
LISTED · ★ 6262
21st-dev/magic-mcp
↗
It's like v0, but in your Cursor / Claude Code / Windsurf: search 10,000+ React/Tailwind components, generate new UI with AI, and publish your own — right from your editor. Magic MCP is now the 21st MCP; this package keeps old configs working. Setup: 21st.dev/mcp
No credential named
LISTED · ★ 6185
oomol-lab/open-connector
↗
Open-source auth gateway connecting 1500+ SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI.
No credential named
LISTED · ★ 6067
executeautomation/mcp-playwright
↗
Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and More 🔌
openaiplaywright
Needs OPENAI_API_KEY
LISTED · ★ 5670
54yyyu/zotero-mcp
↗
Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.
No credential named
LISTED · ★ 5521
KnockOutEZ/wigolo
↗
The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.
geminiwigolo
Needs GEMINI_API_KEY · WIGOLO_API_TOKEN · WIGOLO_GITHUB_TOKEN
LISTED · ★ 5498
JerBouma/FinanceToolkit
↗
Transparent and Efficient Financial Analysis
financial
Needs FINANCIAL_MODELING_PREP_API_KEY · FINANCIAL_MODELING_PREP_KEY
LISTED · ★ 5449
lingodotdev/lingo.dev
↗
Open-source localization engineering tools. Connects to Lingo.dev localization engineering platform for consistent, quality translations.
No credential named
LISTED · ★ 5399
openclaw/Peekaboo
↗
Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshots of applications, or the entire system, with optional visual question answering through local or remote AI models.
No credential named
LISTED · ★ 5399
exa-labs/exa-mcp-server
↗
Exa MCP for web search and web crawling!
No credential named
LISTED · ★ 5158
callstack/agent-device
↗
Mobile app automation and verification for AI coding agents. CLI, MCP server, and typed Node.js API for iOS, Android, HarmonyOS, TV, web, macOS, and Linux.
No credential named
LISTED · ★ 5139
jitsucom/jitsu
↗
Jitsu is an open-source Segment alternative. Fully-scriptable data ingestion engine for modern data teams. Set-up a real-time data pipeline in minutes, not days
jitsu
Needs JITSU_API_KEY
LISTED · ★ 5113
atilaahmettaner/tradingview-mcp
↗
MCP server for market analysis in AI assistants: screeners, multi-timeframe technical analysis, backtests and sentiment for crypto, stocks, forex and futures. 39 tools. Self-host free, or use the hosted version, TradingMCP.
marketaux
Needs MARKETAUX_API_TOKEN
LISTED · ★ 5099
aldinokemal/go-whatsapp-web-multidevice
↗
GOWA - WhatsApp REST API with support for UI, Multi Account, Webhooks, and MCP, and Chatwoot. Built with Golang for efficient memory use.
No credential named
LISTED · ★ 4944
u14app/deep-research
↗
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.
google
Needs ACCESS_PASSWORD · GOOGLE_GENERATIVE_AI_API_KEY
LISTED · ★ 4691
IBM/mcp-context-forge
↗
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.
basicencjwtmcpgateway+1
Needs AUTH_ENCRYPTION_SECRET · BASIC_AUTH_PASSWORD · ENC_SECRET · JWT_SECRET · JWT_SECRET_KEY · KEY_FILE_PASSWORD · MCPGATEWAY_BEARER_TOKEN · PLATFORM_ADMIN_PASSWORD
LISTED · ★ 4677
google/mcp
↗
Google 💚 MCP
No credential named
LISTED · ★ 4658
MarkusPfundstein/mcp-obsidian
↗
MCP server that interacts with Obsidian via the Obsidian rest API community plugin
obsidian
Needs OBSIDIAN_API_KEY
LISTED · ★ 4486
antvis/mcp-server-chart
↗
🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.
No credential named
LISTED · ★ 4402
CodeGraphContext/CodeGraphContext
↗
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
neo4j
Needs NEO4J_PASSWORD
LISTED · ★ 4360
basicmachines-co/basic-memory
↗
AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN
coherediscord
Needs COHERE_API_KEY
LISTED · ★ 4319
haris-musa/excel-mcp-server
↗
Excel MCP server: let AI (Claude, Cursor, Codex) create and edit Excel files with charts, PivotTables, slicers and formulas. No Excel required.
excel
Needs EXCEL_MCP_AUTH_TOKEN
LISTED · ★ 4257
nowork-studio/notfair-plugin
↗
Open-source SEO, GEO, and marketing skills for AI agents.
No credential named
LISTED · ★ 4036
bostrot/wslmanager
↗
GUI for the Windows Subsystem for Linux — and native Linux/macOS VMs on Mac. Install, back up, move and configure distros without CLI flags; AI assistant with tools, MCP server for agents, remote WSL over SSH.
No credential named
LISTED · ★ 4033
skyhook-io/radar
↗
The missing open-source Kubernetes UI with a built-in MCP server for AI agents. See what's broken, why, and what changed. Issues, Topology, event timeline, Helm, GitOps, live service traffic, and cluster audits - all in one Go binary.
No credential named
LISTED · ★ 3904
Minidoracat/mcp-feedback-enhanced
↗
Enhanced MCP server for interactive user feedback and command execution in AI-assisted development, featuring dual interface support (Web UI and Desktop Application) with intelligent environment detection and cross-platform compatibility.
No credential named
LISTED · ★ 3758
bytebase/dbhub
↗
Token conscious database MCP server for Postgres, MySQL, SQL Server, Oracle, MariaDB, SQLite.
mysqlpostgressqlite
No credential named
LISTED · ★ 3702
Deepractice/PromptX
↗
PromptX · 领先的AI 智能体上下文平台｜ PromptX · Leading AI Agent Context Platform
No credential named
LISTED · ★ 3686
grafana/mcp-grafana
↗
MCP server for Grafana
No credential named
LISTED · ★ 3591
ataraxy-labs/sem
↗
Semantic version control => entity-level diffs, blame, and impact analysis on top of git. 28 languages via tree-sitter. Built for coding agents.
No credential named
LISTED · ★ 3422
crystaldba/postgres-mcp
↗
Postgres MCP Pro provides configurable read/write access and performance analysis for you and your AI agents.
postgres
No credential named
LISTED · ★ 3420
taylorwilsdon/google_workspace_mcp
↗
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI Tool
gmailgooglegooglecalendar
Needs GOOGLE_OAUTH_CLIENT_SECRET
LISTED · ★ 3407
punkpeye/fastmcp
↗
A TypeScript framework for building MCP servers.
No credential named
LISTED · ★ 3276
ahujasid/ableton-mcp
↗
Control Ableton Live with any LLM: create tracks, arrange clips & compose music via MCP
No credential named
LISTED · ★ 3222
GH05TCREW/pentestagent
↗
PentestAgent is an AI agent framework for black-box security testing, supporting bug bounty, red-team, and penetration testing workflows.
anthropicopenai
Needs ANTHROPIC_API_KEY · OPENAI_API_KEY
LISTED · ★ 3209
vuejs-ai/skills
↗
Agent skills for Vue 3 development
No credential named
LISTED · ★ 3124
software-mansion/argent
↗
An agentic toolkit to control, debug, and profile iOS and Android apps. Made by Software Mansion.
No credential named
LISTED · ★ 3083
butterbase-ai/butterbaseOfficial
↗
Open-source backend-as-a-service. Postgres, auth, storage, functions, AI gateway, MCP.
postgres
No credential named
LISTED · ★ 3031
zcaceres/markdownify-mcp
↗
A Model Context Protocol server for converting almost anything to Markdown
No credential named
LISTED · ★ 2996
zinja-coder/jadx-ai-mcp
↗
Plugin for JADX to integrate MCP server
No credential named
LISTED · ★ 2934
supercorp-ai/supergateway
↗
Run MCP stdio servers over HTTP streamable, SSE and SSE over stdio. AI gateway.
filesupstream
Needs FILES_KEY · MCP_API_KEY · UPSTREAM_TOKEN
LISTED · ★ 2926
mixelpixx/KiCAD-MCP-Server
↗
KiCAD MCP is a Model Context Protocol (MCP) implementation that enables Large Language Models (LLMs) like Claude to directly interact with KiCAD for printed circuit board design.
No credential named
LISTED · ★ 2905
openags/paper-search-mcp
↗
MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.
paper
Needs PAPER_SEARCH_MCP_CORE_API_KEY · PAPER_SEARCH_MCP_IEEE_API_KEY · PAPER_SEARCH_MCP_SEMANTIC_SCHOLAR_API_KEY · PAPER_SEARCH_MCP_ZENODO_ACCESS_TOKEN
LISTED · ★ 2887
sparfenyuk/mcp-proxy
↗
A bridge between Streamable HTTP and stdio MCP transports
github
Needs API_ACCESS_TOKEN · GITHUB_PERSONAL_ACCESS_TOKEN
LISTED · ★ 2805
jgravelle/jcodemunch-mcp
↗
Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.
github
No credential named
LISTED · ★ 2796
iFurySt/open-computer-use
↗
👾 Open Computer Use – Open-Source Alternative to Codex Computer Use
No credential named
LISTED · ★ 2730
metatool-ai/metamcp
↗
MCP Aggregator, Orchestrator, Middleware, Gateway in one docker
oidcopenai
Needs API_ACCESS_TOKEN · OIDC_CLIENT_SECRET · OPENAI_API_KEY
LISTED · ★ 2720
nteract/semiotic
↗
React data visualization library for streaming, networks, and AI-assisted development
anthropic
Needs ANTHROPIC_API_KEY
LISTED · ★ 2716
brightdata/brightdata-mcp
↗
A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.
Needs API_TOKEN
LISTED · ★ 2685
crosspaste/crosspaste-desktop
↗
Cross-device clipboard sync for macOS, Windows & Linux — end-to-end encrypted, LAN-only, no cloud. OCR, CLI and MCP server built in.
No credential named
LISTED · ★ 2652
srbhptl39/MCP-SuperAssistant
↗
Brings MCP to ChatGPT, DeepSeek, Perplexity, Grok, Gemini, Google AI Studio, OpenRouter, DeepSeek, T3 Chat and more...
No credential named
LISTED · ★ 2618
perplexityai/modelcontextprotocol
↗
The official MCP server implementation for the Perplexity API Platform
perplexity
Needs PERPLEXITY_API_KEY
LISTED · ★ 2589
samanhappy/mcphub
↗
Self-hosted MCP gateway and control plane for connecting, controlling, and operating MCP servers.
Needs ADMIN_PASSWORD
LISTED · ★ 2580
yctimlin/mcp_excalidraw
↗
MCP server and Claude Code skill for Excalidraw — programmatic canvas toolkit to create, edit, and export diagrams via AI agents with real-time canvas sync.
No credential named
LISTED · ★ 2571
dsphper/lanhu-mcp
↗
⚡ 需求分析效率提升 200%！全球首个为 AI 编程时代设计的团队协作 MCP 服务器，自动分析需求自动编写前后端代码，下载切图
No credential named
LISTED · ★ 2510
wondelai/skills
↗
Wondel.ai Agent Skills — Business, Marketing, UX & Coding Frameworks from Bestselling Books. 50 skills + 12 guided journeys for Claude Code, Codex, Cursor & other agentskills.io agents.
No credential named
LISTED · ★ 2505
iFurySt/open-codex-computer-use
↗
👾 Open Computer Use – Open-Source Alternative to Codex Computer Use
No credential named
LISTED · ★ 2451
llmsresearch/paperbanana
↗
Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and research visuals, expanded to new domains like slide generation.
atlascloudgoogleopenai
Needs ATLASCLOUD_API_KEY · GOOGLE_API_KEY · OPENAI_API_KEY
LISTED · ★ 2412
Joooook/12306-mcp
↗
This is a 12306 ticket search server based on the Model Context Protocol (MCP).
No credential named
LISTED · ★ 2398
0xmassi/webclaw
↗
Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.
webclaw
Needs WEBCLAW_API_KEY
LISTED · ★ 2386
financial-datasets/mcp-server
↗
An MCP server for interacting with the Financial Datasets stock market API.
financial
Needs FINANCIAL_DATASETS_API_KEY
STALE · ★ 2311
jamubc/gemini-mcp-tool
↗
MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding
No credential named
LISTED · ★ 2294
MCPJam/inspector
↗
Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps.
No credential named
LISTED · ★ 2274
coleam00/mcp-crawl4ai-rag
↗
Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants
neo4jopenaisupabase
Needs NEO4J_PASSWORD · OPENAI_API_KEY · SUPABASE_SERVICE_KEY
STALE · ★ 2268
daodao97/chatmcp
↗
ChatMCP is an AI chat client implementing the Model Context Protocol (MCP).
No credential named
LISTED · ★ 2227
containers/kubernetes-mcp-server
↗
Model Context Protocol (MCP) server for Kubernetes and OpenShift
No credential named
LISTED · ★ 2187
LetsFG/LetsFG
↗
Agent-native flight & hotel search and booking — MCP server, CLI, and Python/JS SDKs. Every airline in the world, major booking sites and OTAs, with per-flight reliability history.
letsfg
Needs LETSFG_API_KEY · LETSFG_BEARER_TOKEN
LISTED · ★ 2182
benborla/mcp-server-mysql
↗
A Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.
mysql
No credential named
LISTED · ★ 2173
cjo4m06/mcp-shrimp-task-manager
↗
Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement, enabling agent-like developer behavior in reasoning AI systems.
No credential named
STALE · ★ 2148
superglue-ai/superglue
↗
superglue's AI agents connect, migrate and implement enterprise systems. Cloud-hosted or on your own infrastructure.
No credential named
LISTED · ★ 2066
zereight/gitlab-mcp
↗
MCP server for GitLab: 277 tools for projects, MRs, issues, pipelines, wikis and more via the GitLab REST/GraphQL API
gitlabsse
Needs GITLAB_PERSONAL_ACCESS_TOKEN · SSE_AUTH_TOKEN
LISTED · ★ 2064
vmoranv/jshookmcp
↗
A search-first, profile-aware reverse-engineering workspace for AI agents — 735 tools across 36 domains in one MCP server.
No credential named
LISTED · ★ 2060
anysearch-ai/anysearch-mcp-server
↗
Unified real-time search MCP server supporting general web search, vertical domain search, parallel batch search, and full-page URL content extraction.
anysearch
Needs ANYSEARCH_API_KEY
LISTED · ★ 2052
aminforou/mcp-gsc
↗
Google Search Console Insights with Claude AI for SEOs
No credential named
LISTED · ★ 2015
dynamodb-toolbox/dynamodb-toolbox
↗
Lightweight and type-safe query builder for DynamoDB and TypeScript
No credential named
LISTED · ★ 2002
CoderGamester/mcp-unity
↗
Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf and other IDEs
No credential named
LISTED · ★ 1988
zhangxiangliang/stock-api
↗
查询 A 股、美股、港股与场内基金行情，并通过 Node.js、浏览器、CLI 或 MCP 快速接入。
No credential named
LISTED · ★ 1984
MicrosoftDocs/mcp
↗
Official Microsoft Learn MCP Server and CLI tool – powering LLMs and AI agents with real-time, trusted Microsoft docs & code samples.
No credential named
LISTED · ★ 1951
aeonfun/opendia
↗
Connect your browser to AI models. Just use Dia on Chrome, Arc or Firefox.
No credential named
LISTED · ★ 1933
mattt/iMCP
↗
A macOS app that provides an MCP server to your Messages, Contacts, Reminders and more
No credential named
LISTED · ★ 1884
chigwell/telegram-mcp
↗
Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media, contacts, and settings.
groqtelegram
Needs GROQ_API_KEY · TELEGRAM_PROXY_PASSWORD · TELEGRAM_PROXY_SECRET
LISTED · ★ 1879
timescale/pg-aiguide
↗
MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.
postgrespostgresql
No credential named
LISTED · ★ 1873
OpenAgentPlatform/Dive
↗
Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨
No credential named
LISTED · ★ 1823
arabold/docs-mcp-server
↗
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools
openai
Needs OPENAI_API_KEY
LISTED · ★ 1822
OpenOSINT/OpenOSINT
↗
Open-source engine for passive OSINT checks: 21 tools as CLI, MCP server and web UI. Hosted Monitor & Diligence at app.openosint.tech.
hibpopenosintshodan
Needs HIBP_API_KEY · OPENOSINT_DEMO_KEY · SHODAN_API_KEY
LISTED · ★ 1795
iwe-org/iwe
↗
Markdown knowledge graph — LSP for your editor, CLI + MCP memory for your AI agents
No credential named
LISTED · ★ 1790
matlab/matlab-mcp-server
↗
Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. This MCP server for MATLAB supports a wide range of coding agents like Claude Code® and Visual Studio® Code.
No credential named
LISTED · ★ 1729
noopstudios/interactive-feedback-mcp
↗
Interactive User Feedback MCP
No credential named
STALE · ★ 1702
aakarim/openlore
↗
A minimal, extensible, agent-native knowledge repository that keeps shared context current and inspectable
No credential named
LISTED · ★ 1667
punkpeye/mcp-remote
↗
Connect an MCP Client that only supports local (stdio) servers to a Remote MCP Server.
Needs AUTH_TOKEN · MCP_CLIENT_SECRET · MCP_REMOTE_CLIENT_SECRET
LISTED · ★ 1652
mukul975/cve-mcp-server
↗
Production-grade MCP server giving Claude 27 security intelligence tools across 21 APIs — CVE lookup, EPSS scoring, CISA KEV, MITRE ATT&CK, Shodan, VirusTotal, and more.
abuseipdbgithubgreynoisenvd+4
Needs ABUSEIPDB_KEY · GITHUB_TOKEN · GREYNOISE_API_KEY · NVD_API_KEY · SHODAN_KEY · URLSCAN_KEY · VIRUSTOTAL_KEY · VULNCHECK_TOKEN
LISTED · ★ 1633
leonardsellem/n8n-mcp-server
↗
MCP server that provides tools and resources for interacting with n8n API
n8n
Needs N8N_API_KEY · N8N_WEBHOOK_PASSWORD
STALE · ★ 1630
isaacphi/mcp-language-server
↗
mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.
No credential named
LISTED · ★ 1610
Flux159/mcp-server-kubernetes
↗
MCP Server for kubernetes management commands
No credential named
LISTED · ★ 1607
qdrant/mcp-server-qdrantOfficial
↗
An official Qdrant Model Context Protocol (MCP) server implementation
qdrant
Needs QDRANT_API_KEY
LISTED · ★ 1553
nickclyde/duckduckgo-mcp-server
↗
A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing.
No credential named
LISTED · ★ 1550
anaisbetts/mcp-installer
↗
An MCP server that installs other MCP servers for you
No credential named
STALE · ★ 1533
lgazo/drawio-mcp-server
↗
Draw.io Model Context Protocol (MCP) Server
No credential named
LISTED · ★ 1492
chunkhound/chunkhound
↗
Your entire engineering context, deeply understood
No credential named
LISTED · ★ 1455
mnemox-ai/tradememory-protocol
↗
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP tools.
No credential named
LISTED · ★ 1430
mbailey/voicemode
↗
Natural voice conversations with Claude Code
openai
Needs OPENAI_API_KEY
LISTED · ★ 1420
Houseofmvps/codesight
↗
Universal AI context generator. Saves thousands of tokens per conversation in Claude Code, Cursor, Copilot, Codex, and more.
jwtresendstripe
Needs JWT_SECRET · RESEND_API_KEY · STRIPE_SECRET_KEY · STRIPE_WEBHOOK_SECRET
LISTED · ★ 1420
Taxuspt/garmin_mcp
↗
MCP server to access Garmin data
garmin
Needs GARMIN_MCP_HTTP_TOKEN · GARMIN_PASSWORD
LISTED · ★ 1403
designcomputer/mysql_mcp_server
↗
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
mysql
Needs MYSQL_PASSWORD
LISTED · ★ 1402
regenrek/deepwiki-mcp
↗
📖 MCP server for fetch deepwiki.com and get latest knowledge in Cursor and other Code Editors
No credential named
LISTED · ★ 1384
aki66938/xhs-toolkit
↗
📕 小红书创作者MCP工具包 - 支持与AI客户端集成的内容创作和发布工具
Needs SE_VNC_NO_PASSWORD
LISTED · ★ 1355
caol64/wenyan-mcp
↗
文颜 MCP Server 可以让 AI 自动将 Markdown 文章排版后发布至微信公众号。
wechat
Needs MCP_PROXY_AUTH_TOKEN · WECHAT_APP_SECRET
LISTED · ★ 1346
basementstudio/xmcp
↗
The TypeScript MCP framework
No credential named
LISTED · ★ 1342
sipyourdrink-ltd/bernstein
↗
The open-source governance layer for AI agents: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run
No credential named
LISTED · ★ 1330
pipeboard-co/meta-ads-mcp
↗
Meta Ads (Facebook/Instagram) MCP server for Claude, ChatGPT, Perplexity & Cursor — the Meta node of Pipeboard’s 5-platform family (+ Google, TikTok, Snap, Reddit). Hosted remote MCP, badged Meta Business Partner, free plan — no self-hosting required.
pipeboard
Needs PIPEBOARD_API_TOKEN
LISTED · ★ 1324
ihor-sokoliuk/mcp-searxng
↗
Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client
No credential named
LISTED · ★ 1322
datalayer/jupyter-mcp-server
↗
🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.
jupyter
Needs JUPYTER_TOKEN
LISTED · ★ 1312
mcpjungle/MCPJungle
↗
One place to manage & connect to all your MCP servers
affinepostgres
Needs AFFINE_API_TOKEN · API_TOKEN · POSTGRES_PASSWORD
LISTED · ★ 1310
vshulcz/deja-vu
↗
Coding agent memory for Claude Code, Codex, Cursor and 39 more, built from the session history already on your disk. Local search, MCP and hooks, no LLM, one Go binary.
dejaopenai
Needs DEJA_EMBED_KEY · OPENAI_API_KEY
LISTED · ★ 1299
PortSwigger/mcp-server
↗
MCP Server for Burp
No credential named
LISTED · ★ 1247
xyTom/coding-tools-mcp
↗
Give any AI agent the ability to code
No credential named
LISTED · ★ 1213
nspady/google-calendar-mcp
↗
MCP integration for Google Calendar to manage events.
googlegooglecalendar
Needs GOOGLE_OAUTH_CREDENTIALS · GOOGLE_SERVICE_ACCOUNT_KEY
LISTED · ★ 1203
yjacquin/fast-mcp
↗
A Ruby Implementation of the Model Context Protocol
No credential named
LISTED · ★ 1192
ref-tools/ref-tools-mcp
↗
Helping coding agents never make mistakes working with public or private libraries without wasting the context window.
ref
Needs REF_API_KEY
LISTED · ★ 1183
mrkrsl/web-search-mcp
↗
A simple, locally hosted Web Search MCP server for use with Local LLMs
No credential named
STALE · ★ 1182
AI-QL/tuui
↗
A desktop MCP client designed as a tool unitary utility integration, accelerating AI adoption through the Model Context Protocol (MCP) and enabling cross-vendor LLM API orchestration.
No credential named
LISTED · ★ 1159
TencentCloudBase/CloudBase-AI-Toolkit
↗
Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP.
No credential named
LISTED · ★ 1146
jjsantos01/qgis_mcp
↗
Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop
No credential named
STALE · ★ 1132
ZeroPointRepo/youtube-skills
↗
YouTube Transcript API skills for AI agents. Get transcripts, search videos, browse channels. Works with OpenClaw, Hermes Agent, and other agent runtimes.
transcript
Needs TRANSCRIPT_API_KEY
LISTED · ★ 1107
jae-jae/fetcher-mcp
↗
MCP server for fetch web page content using Playwright headless browser.
playwright
No credential named
LISTED · ★ 1088
Softeria/ms-365-mcp-server
↗
A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Microsoft Office services through the Graph API
ms365openai
Needs MS365_MCP_ATTACHMENT_URL_KEY · MS365_MCP_CLIENT_SECRET · MS365_MCP_OAUTH_TOKEN · OPENAI_API_KEY
LISTED · ★ 1068
Minima-AI-Inc/minima
↗
On-premises conversational RAG with configurable containers
llm
Needs LLM_API_KEY
LISTED · ★ 1056
SylphxAI/anymd
↗
Any file → clean Markdown for AI agents: PDF, Word, PowerPoint, Excel, EPUB, HTML and web pages, images (OCR), audio and video (metadata, subtitles, transcripts). A fast Rust MCP server and CLI that runs on your machine. No API key.
No credential named
LISTED · ★ 1054
negokaz/excel-mcp-server
↗
A Model Context Protocol (MCP) server that reads and writes MS Excel data
No credential named
STALE · ★ 1044
alpacahq/alpaca-mcp-server
↗
Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs
alpaca
Needs ALPACA_API_KEY · ALPACA_SECRET_KEY
LISTED · ★ 1034
chatmcp/mcp-server-chatsum
↗
Query and Summarize your chat messages.
No credential named
STALE · ★ 1027
xing5/mcp-google-sheets
↗
This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets.
googlegoogledrivegooglesheets
Needs GOOGLE_APPLICATION_CREDENTIALS
LISTED · ★ 1012
johnhuang316/code-index-mcp
↗
A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup
No credential named
LISTED · ★ 1004
neo4j-contrib/mcp-neo4j
↗
Neo4j Labs Model Context Protocol servers
No credential named
LISTED · ★ 989
opentabs-dev/opentabs
↗
Browser automation clicks buttons. OpenTabs calls APIs.
No credential named
LISTED · ★ 989
rohitg00/kubectl-mcp-server
↗
Published in CNCF Landscape: A MCP server for Kubernetes.
No credential named
LISTED · ★ 964
JetBrains/mcp-jetbrains
↗
A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio
No credential named
LISTED · ★ 963
arben-adm/mcp-sequential-thinking
↗
Local MCP work notes with persistent sessions, decisions, evidence and resumable tasks.
No credential named
LISTED · ★ 959
pipelab-org/pipelock
↗
Open-source AI agent firewall for MCP security and agent egress. Scans mediated HTTP, MCP, A2A, and WebSocket traffic for exfiltration, SSRF, and prompt injection, and emits mediator-signed action receipts: verifiable audit evidence from outside the agent.
No credential named
LISTED · ★ 959
marckohlbrugge/sessy
↗
Open-source email observability for AWS SES
No credential named
LISTED · ★ 942
QuantGeekDev/mcp-framework
↗
The Typescript MCP Framework
jwtoauth
Needs JWT_SECRET · OAUTH_CLIENT_SECRET
LISTED · ★ 931
kgoedecke/doop
↗
The open-source alternative to Paper.design. A multiplayer design canvas where humans and AI agents design together, live. MCP built in.
anthropicazurebetter
Needs ANTHROPIC_API_KEY · AZURE_OPENAI_API_KEY · BETTER_AUTH_SECRET
LISTED · ★ 930
desplega-ai/agent-swarm
↗
Your Company Agentic Operating System
No credential named
LISTED · ★ 926
suekou/mcp-notion-server
↗
A Model Context Protocol server for connecting Notion to MCP-compatible clients
notion
Needs NOTION_API_TOKEN
LISTED · ★ 924
LvcidPsyche/auto-browser
↗
Give your AI agent a real browser — with a human in the loop. Open-source MCP-native browser agent.
share
Needs API_BEARER_TOKEN · AUTH_STATE_ENCRYPTION_KEY · SHARE_TOKEN_SECRET
LISTED · ★ 914
weibaohui/k8m
↗
一款轻量级、跨平台的 Mini Kubernetes AI Dashboard，支持大模型+智能体+MCP(支持设置操作权限)，集成多集群管理、智能分析、实时异常检测等功能，支持多架构并可单文件部署，助力高效集群管理与运维优化。
No credential named
LISTED · ★ 890
ClickHouse/mcp-clickhouse
↗
Connect ClickHouse to your AI assistants.
clickhousefastmcp
Needs CLICKHOUSE_CLIENT_CERT_KEY · CLICKHOUSE_MCP_AUTH_TOKEN · CLICKHOUSE_PASSWORD · CLIENT_CONFIG_OVERRIDES_KEY · FASTMCP_SERVER_AUTH_AZURE_CLIENT_SECRET
LISTED · ★ 890
TickDB/tickdb-unified-realtime-marketdata-api
↗
TickDB: AI-native real time stock API and market data API for US/HK/CN stocks, forex, futures, crypto, indices and commodities. Skill, CLI, MCP, REST API and WebSocket. AI 原生实时股票 API 与金融行情数据 API，覆盖美股、港股、A股、外汇、期货、指数、大宗商品、加密货币。
tickdb
Needs TICKDB_API_KEY
LISTED · ★ 890
dondai1234/master-fetch
↗
MCP server for web fetching with Cloudflare bypass, Trafilatura extraction, and smart routing. Free, self-hosted, no API keys.
another
Needs ANOTHER_SERPER_KEY
LISTED · ★ 888
shaneholloman/mcp-knowledge-graph
↗
MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development
No credential named
LISTED · ★ 886
feder-cr/invisible_playwright_mcp
↗
Playwright 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.
openrouterplaywright
Needs OPENROUTER_API_KEY
LISTED · ★ 877
php-mcp/server
↗
Core PHP implementation for the Model Context Protocol (MCP) server
mysql
Needs MYSQL_ROOT_PASSWORD
STALE · ★ 874
riponcm/projectmem
↗
Open-source coding agents memory. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approach that already failed. Native MCP server for Claude Code, Cursor, Antigravity and Codex. 100% local, no cloud, no telemetry. MIT.
No credential named
LISTED · ★ 866
guangxiangdebizi/FinanceMCP
↗
这是一个金融领域相关的mcp,本项目通过集成 Tushare API 和 Binance API 为语言模型（如Claude）提供全面的实时金融数据访问能力，支持股票、基金、债券、宏观经济指标、稳定币、虚拟货币等多维度金融数据分析。其中也包含了金融数据查询、财经新闻查询、国家统计局数据查询等
qveristusharetwingly
Needs QVERIS_API_KEY · TUSHARE_TOKEN · TWINGLY_API_KEY
LISTED · ★ 865
utensils/mcp-nixos
↗
MCP-NixOS - Model Context Protocol Server for NixOS resources
No credential named
LISTED · ★ 863
mihai-dinculescu/tapo
↗
🦀 Rust API, 🐍 Python API, and 🤖 MCP Server for TP-Link Tapo smart devices
tapo
Needs TAPO_PASSWORD
LISTED · ★ 862
tidewave-ai/tidewave_phoenix
↗
MCP server with runtime-level tools for Phoenix development
No credential named
LISTED · ★ 858
avids2/memorix
↗
Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf, Gemini CLI, Antigravity, OpenClaw, Hermes Agent, Oh-my-Pi, Pi, Copilot, Kiro, OpenCode, and Trae.
minimax
Needs MINIMAX_API_KEY
LISTED · ★ 857
aymericzip/intlayer
↗
Per-component Internationalisation solution for JS application. Type-Safe. Translate with AI. Edit Visually.
No credential named
LISTED · ★ 856
kontext-security/browser-use-mcp-server
↗
Browse the web, directly from Cursor etc.
openai
Needs OPENAI_API_KEY
LISTED · ★ 848
alexander-zuev/supabase-mcp-server
↗
Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.
querysupabase
Needs QUERY_API_KEY · SUPABASE_ACCESS_TOKEN · SUPABASE_DB_PASSWORD · SUPABASE_SERVICE_ROLE_KEY
LISTED · ★ 833
jonigl/mcp-client-for-ollama
↗
Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching, streaming responses, human-in-the-loop, thinking mode, model params config, system prompts, and saved preferences.
No credential named
LISTED · ★ 832
vercel/next-devtools-mcp
↗
Next.js Development for Coding Agent
No credential named
LISTED · ★ 832
browser-use/vibetest-use
↗
Vibetest MCP - automated QA testing using Browser-Use agents
google
Needs GOOGLE_API_KEY
STALE · ★ 832
ariadng/metatrader-mcp-server
↗
Model Context Protocol (MCP) to enable AI LLMs to trade using MetaTrader platform
No credential named
LISTED · ★ 832
zcaceres/fetch-mcp
↗
A flexible HTTP fetching Model Context Protocol server.
No credential named
LISTED · ★ 832
mnemox-ai/idea-reality-mcp
↗
Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.
github
Needs GITHUB_TOKEN
LISTED · ★ 828
minhalvp/android-mcp-server
↗
An MCP server that provides control over Android devices via adb
No credential named
STALE · ★ 811
hyperbrowserai/mcp
↗
A MCP server implementation for hyperbrowser
hyperbrowser
Needs HYPERBROWSER_API_KEY
LISTED · ★ 791
line/line-bot-mcp-server
↗
MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.
channel
Needs CHANNEL_ACCESS_TOKEN
LISTED · ★ 789
bhauman/clojure-mcp
↗
Clojure MCP
No credential named
LISTED · ★ 787
kevinpbuckley/VibeUE
↗
Unreal Engine Vibe Coding tool
No credential named
LISTED · ★ 786
worryzyy/HowToCook-mcp
↗
基于Anduin2017 / HowToCook （程序员在家做饭指南）的mcp server
No credential named
LISTED · ★ 785
aeonfun/aeon
↗
The most autonomous AI agent framework: runs unattended on GitHub Actions, self-healing skills, drives Claude Code, Grok, Codex & more. No approval loops. Configure once, forget forever.
No credential named
LISTED · ★ 782
docling-project/docling-mcpOfficial
↗
Making docling agentic through MCP
docling
Needs DOCLING_MCP_SERVICE_API_KEY
LISTED · ★ 776
Dakkshin/after-effects-mcp
↗
MCP Server for Adobe After Effects. Enables remote control (compositions, text, shapes, solids, properties) via the Model Context Protocol using ExtendScript.
No credential named
LISTED · ★ 775
HelpCode-ai/anythingmcp
↗
MCP gateway for AI agents: turn any REST/OpenAPI, GraphQL, SOAP or SQL API into MCP tools. 517 ready-made connectors (SAP, ERP, e-commerce) with RBAC, SSO, audit logs and a knowledge graph.
jwt
Needs JWT_SECRET
LISTED · ★ 775
GreatScottyMac/context-portal
↗
Context Portal (ConPort): A memory bank MCP server building a project-specific knowledge graph to supercharge AI assistants. Enables powerful Retrieval Augmented Generation (RAG) for context-aware development in your IDE.
No credential named
LISTED · ★ 767
GH05TCREW/MetasploitMCP
↗
MCP Server for Metasploit
msf
Needs MSF_PASSWORD
LISTED · ★ 751
ckreiling/mcp-server-docker
↗
MCP server for Docker
No credential named
LISTED · ★ 748
agentic-box/memora
↗
Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.
cloudflarememoraopenai
Needs CLOUDFLARE_API_TOKEN · MEMORA_EMBEDDING_API_KEY · OPENAI_API_KEY
LISTED · ★ 744
cso1z/Feishu-MCP
↗
Feishu / Lark 飞书文档与任务管理工具，支持 MCP 服务器和 CLI + Skill 两种使用方式，可无缝集成 Cursor、Claude Code、Cline 等 AI 编码工具
feishu
Needs FEISHU_APP_SECRET · FEISHU_USER_KEY · MCP_BEARER_TOKEN
LISTED · ★ 743
StevenStavrakis/obsidian-mcp
↗
A simple MCP server for Obsidian
No credential named
LISTED · ★ 742
TBXark/mcp-proxy
↗
An MCP proxy server that aggregates and serves multiple MCP resource servers through a single HTTP server.
No credential named
LISTED · ★ 741
disler/just-prompt
↗
just-prompt is an MCP server that provides a unified interface to top LLM providers (OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama)
anthropicdeepseekgeminigroq+1
Needs ANTHROPIC_API_KEY · DEEPSEEK_API_KEY · GEMINI_API_KEY · GROQ_API_KEY · OPENAI_API_KEY
STALE · ★ 739
cohnen/mcp-google-ads
↗
An MCP tool that connects Google Ads with Claude AI/Cursor and others, allowing you to analyze your advertising data through natural language conversations. This integration gives you access to campaign information, performance metrics, keyword analytics, and ad management—all through simple chat with Claude, Cursor or Windsurf.
google
Needs GOOGLE_ADS_DEVELOPER_TOKEN
STALE · ★ 715
alisaitteke/photoshop-mcp
↗
MCP for Adobe Photoshop. 118 tools. Control from Cursor, Claude or custom LLMs.
typesafe
Needs TYPESAFE_API_KEY
LISTED · ★ 707
cyanheads/obsidian-mcp-server
↗
Read, write, search, and surgically edit Obsidian vault notes, tags, and frontmatter via MCP. STDIO or Streamable HTTP.
obsidian
Needs OBSIDIAN_API_KEY
LISTED · ★ 699
mark3labs/mcp-filesystem-server
↗
Go server implementing Model Context Protocol (MCP) for filesystem operations.
filesystem
No credential named
LISTED · ★ 692
a-bonus/google-docs-mcp
↗
The Ultimate Google Docs, Sheets, Drive, Gmail, & Google Calendar MCP Server. This MCP (primarily for use in Claude Desktop) gains full access to your google suite and lets claude do its thing.
gmailgooglegooglecalendarjwt
Needs GOOGLE_CLIENT_SECRET · JWT_SIGNING_KEY
LISTED · ★ 676
aovestdipaperino/tokensave
↗
The most comprehensive code intelligence MCP server for AI coding agents. 40+ tools, 30+ languages, 9 agent integrations. Pre-indexed semantic knowledge graphs for instant code understanding — fewer tokens, fewer tool calls, 100% local.
No credential named
LISTED · ★ 675
SonarSource/sonarqube-mcp-server
↗
Official SonarQube MCP Server for code quality and security in AI agents
copilotsonarsonarqube
Needs COPILOT_MCP_SONARQUBE_TOKEN · COPILOT_MCP_SONARQUBE_USER_TOKEN · SONARQUBE_HTTPS_KEYSTORE_PASSWORD · SONARQUBE_ORGANIZATION_KEY · SONARQUBE_PROJECT_KEY · SONARQUBE_TOKEN · SONAR_TOKEN · SONAR_USER_TOKEN
LISTED · ★ 670
genomoncology/biomcp
↗
BioMCP: Biomedical Model Context Protocol
alphagenomencbincioncokb+1
Needs ALPHAGENOME_API_KEY · NCBI_API_KEY · NCI_API_KEY · ONCOKB_TOKEN · OPENFDA_API_KEY · S2_API_KEY
LISTED · ★ 663
neondatabase/mcp-server-neon
↗
MCP server for interacting with Neon Management API and databases
neon
Needs NEON_API_KEY
LISTED · ★ 656
saidsurucu/borsa-mcp
↗
MCP Server for Turkish & American Stock Exchange and Fund Data
evds
Needs EVDS_API_KEY
LISTED · ★ 656
cloudflare/workers-mcp
↗
Talk to a Cloudflare Worker from Claude Desktop!
No credential named
LISTED · ★ 647
hustcc/mcp-mermaid
↗
❤️ Generate mermaid diagram and chart with AI MCP dynamically.
No credential named
LISTED · ★ 646
SixHq/Overture
↗
Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server that visually maps out the execution plan of any AI coding agent as an interactive flowchart/graph before the agent begins writing code.
No credential named
LISTED · ★ 641
redis/mcp-redisOfficial
↗
The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently
openairedis
Needs OPENAI_API_KEY · REDIS_ENTRAID_CLIENT_SECRET
LISTED · ★ 640
sandbaseai/sandbase-harness
↗
Local-first, self-hosted AI agent runtime and MCP bridge with sandboxed sessions, memory, credentials, audit/replay, and a local Console.
managed
Needs MANAGED_AGENTS_API_KEY
LISTED · ★ 635
youichi-uda/godot-mcp-pro
↗
162 MCP tools for AI-powered Godot 4 development. Scene, animation, 3D, physics, particles, audio, shader, input simulation, runtime analysis, navigation, testing & more. $15 one-time.
No credential named
LISTED · ★ 634
ggozad/haiku.rag
↗
Agentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling parsing and an MCP server
No credential named
LISTED · ★ 634
GoogleCloudPlatform/cloud-run-mcp
↗
MCP server to deploy apps to Cloud Run
googleoauth
Needs GOOGLE_APPLICATION_CREDENTIALS · OAUTH_CLIENT_SECRET
LISTED · ★ 633
MightyDillah/apple-doc-mcp
↗
MCP server providing seamless access to Apple Developer Documentation with smart search and wildcard support
No credential named
LISTED · ★ 632
daobataotie/CAD-MCP
↗
CAD MCP Server
No credential named
LISTED · ★ 628
hald/things-mcp
↗
Things.app MCP Server
No credential named
LISTED · ★ 618
RekklesNA/ProxmoxMCP-Plus
↗
Use MCP and OpenAPI to safely control Proxmox VE VMs, LXCs, backups, and snapshots from LLMs and AI agents.
proxmox
Needs MCP_API_KEY · PROXMOX_API_KEY
LISTED · ★ 613
kvick-games/UnrealMCP
↗
MCP to allow AI agents to control Unreal
No credential named
STALE · ★ 613
nirholas/XActions
↗
⚡ The Complete X/Twitter Automation Toolkit — Scrapers, MCP server for AI agents (Claude/GPT), CLI, browser scripts. No API fees. Open source. Unfollow people who don't follow back. Monitor real-time analytics. Auto follow, like, comment, scrape, without API. Follow Bot. Like bot. Grow your account automatically.
anthropicgroqopenai
Needs ANTHROPIC_API_KEY · GROQ_API_KEY · OPENAI_API_KEY · X_AUTH_TOKEN
LISTED · ★ 612
dbt-labs/dbt-mcp
↗
A MCP (Model Context Protocol) server for interacting with dbt.
No credential named
LISTED · ★ 612
Wasdubya/x64dbgMCP
↗
Model Context Protocol for x64dbg & x32dbg
No credential named
LISTED · ★ 606
chroma-core/chroma-mcpOfficial
↗
A Model Context Protocol (MCP) server implementation that provides database capabilities for Chroma
chroma
Needs CHROMA_API_KEY · CHROMA_CUSTOM_AUTH_CREDENTIALS
STALE · ★ 601
0xKoda/WireMCP
↗
An MCP for WireShark (tshark). Empower LLM's with realtime network traffic analysis capability
No credential named
STALE · ★ 599
emiliaprotocol/emilia-protocol
↗
Authority control plane for autonomous work. EMILIA Gate enforces finite customer-owned mandates at protected executor boundaries; the open protocol keeps evidence verifiable.
No credential named
LISTED · ★ 599
8beeeaaat/touchdesigner-mcp
↗
MCP server for TouchDesigner
No credential named
LISTED · ★ 597
argoproj-labs/mcp-for-argocd
↗
An implementation of Model Context Protocol (MCP) server for Argo CD.
argocd
Needs ARGOCD_API_TOKEN · MCP_AUTH_TOKEN
LISTED · ★ 596
Get-Concord-AI/concord-mcp
↗
Live messaging for coding agents
No credential named
LISTED · ★ 589
iannuttall/seo
↗
SEO for agent-native teams. Your agent gets your real Search Console, Google Analytics, Bing and crawl data through an MCP server and CLI, so it stops guessing.
No credential named
LISTED · ★ 588
spences10/mcp-sequentialthinking-tools
↗
🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides recommendations for which MCP tools would be most effective at each stage.
No credential named
LISTED · ★ 586
vivekVells/mcp-pandoc
↗
MCP server for document format conversion using pandoc.
No credential named
LISTED · ★ 583
MaxFreedomPollard/Compartment
↗
Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Superior memory creation, storage and retrieval.
No credential named
LISTED · ★ 583
freestylefly/mcp-server-weread
↗
微信读书MCP
Needs CC_PASSWORD
STALE · ★ 583
ferrislucas/iterm-mcp
↗
A Model Context Protocol server that executes commands in the current iTerm session - useful for REPL and CLI assistance
No credential named
STALE · ★ 570
Doist/todoist-mcp
↗
A set of tools to connect to AI agents, to allow them to use Todoist on a user's behalf. Includes MCP support.
todoist
Needs TODOIST_API_KEY
LISTED · ★ 562
SaseQ/discord-mcp
↗
A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience with powerful automation capabilities.
discord
Needs DISCORD_TOKEN
LISTED · ★ 560
busabase/busabase
↗
Open-source database & workspace for AI agents — structured data, durable knowledge, reusable skills, runnable apps, and human review on the writes that matter. Local-first and self-hostable.
No credential named
LISTED · ★ 555
anaisbetts/mcp-youtube
↗
A Model-Context Protocol Server for YouTube
No credential named
LISTED · ★ 552
openbnb-org/mcp-server-airbnb
↗
Search Airbnb using your AI Agent
No credential named
LISTED · ★ 548
centralmind/gateway
↗
Universal MCP-Server for your Databases optimized for LLMs and AI-Agents.
gemini
Needs GEMINI_API_KEY
STALE · ★ 548
kagisearch/kagimcp
↗
The Official Model Context Protocol (MCP) server for Kagi Search & other tools.
kagi
Needs KAGI_API_KEY
LISTED · ★ 546
sv-number/mcp-server
↗
MCP server for AI agents that need a phone number: order a private number in 200+ countries, read the SMS verification code, hand it back. The widest country coverage in the category, and you can check it with one API call.
svn
Needs SVN_API_KEY
LISTED · ★ 537
oOo0oOo/lean-lsp-mcp
↗
Lean Theorem Prover MCP
controllean
Needs CONTROL_PLANE_API_KEY · LEAN_LSP_MCP_TOKEN
LISTED · ★ 534
motherduckdb/mcp-server-motherduck
↗
Local MCP server for DuckDB and MotherDuck
motherduck
Needs MOTHERDUCK_TOKEN
LISTED · ★ 534
ankimcp/anki-mcp-server
↗
A Model Context Protocol (MCP) server that enables AI assistants to interact with Anki, the spaced repetition flashcard application.
No credential named
LISTED · ★ 532
lamaalrajih/kicad-mcp
↗
Model Context Protocol server for KiCad on Mac, Windows, and Linux
No credential named
STALE · ★ 528
ravitemer/mcp-hub
↗
A centralized manager for Model Context Protocol (MCP) servers with dynamic server management and monitoring
perplexity
Needs API_TOKEN · DB_PASSWORD · PERPLEXITY_API_KEY
STALE · ★ 524
1mcp-app/agent
↗
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
No credential named
LISTED · ★ 522
chrisdoc/hevy-mcp
↗
Manage your Hevy workouts, routines, folders, and exercise templates. Create and update sessions faster, organize plans, and search exercises to build workouts quickly. Stay synced with changes so your training log is always up to date.
hevy
Needs HEVY_API_KEY · HEVY_MCP_HTTP_BEARER_TOKEN
LISTED · ★ 520
pab1it0/prometheus-mcp-server
↗
A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.
prometheus
Needs PROMETHEUS_PASSWORD
LISTED · ★ 519
mozilla/firefox-devtools-mcp
↗
Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through WebDriver BiDi
No credential named
LISTED · ★ 515
hanlulong/stata-mcp
↗
Stata MCP Extension for VS Code, Cursor, and Antigravity IDE
No credential named
LISTED · ★ 514
freee/freee-mcp
↗
Model Context Protocol (MCP) server for freee API integration
No credential named
LISTED · ★ 513
cordum-io/cordum
↗
The action firewall for AI agents. Enforce policy and human approval before risky tool calls, shell commands, workflows, and production changes, with auditable evidence.
cordumredis
Needs CORDUM_API_KEY · REDIS_PASSWORD
LISTED · ★ 511
YichengYang-Ethan/oracle3-prediction-market-agent
↗
Oracle3: open-source trading engine and MCP server for prediction markets. Finds fee-adjusted no-arbitrage violations across related event contracts and trades them live on Kalshi, Polymarket and Solana, or on paper, under pre-trade risk limits. 13 MCP tools, JSON CLI, agent skills, 600+ tests.
No credential named
LISTED · ★ 510
QuantGeekDev/docker-mcp
↗
A docker MCP Server (modelcontextprotocol)
No credential named
STALE · ★ 505
caura-ai/cauraOfficial
↗
Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.
No credential named
LISTED · ★ 504
PV-Bhat/vibe-check-mcp-server
↗
Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eager AI Agents goodbye! Effective for: Coding, Ambiguous Tasks, High-Risk tasks
anthropicgeminiopenaiopenrouter
Needs ANTHROPIC_API_KEY · ANTHROPIC_AUTH_TOKEN · GEMINI_API_KEY · OPENAI_API_KEY · OPENROUTER_API_KEY
LISTED · ★ 502
r-huijts/strava-mcp
↗
A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs
No credential named
LISTED · ★ 501
MarkusPfundstein/mcp-gsuite
↗
MCP Server to interact with Google Gsuite prodcuts
No credential named
STALE · ★ 491
baryhuang/mcp-remote-macos-use
↗
The only general AI agent that does NOT requires extra API key, giving you full control on your local and remote MacOs from Claude Desktop App
macos
Needs MACOS_PASSWORD
STALE · ★ 490
merajmehrabi/puppeteer-mcp-server
↗
This MCP server provides browser automation capabilities through Puppeteer, allowing interaction with both new browser instances and existing Chrome windows.
chromepuppeteer
No credential named
STALE · ★ 486
salesforcecli/mcp
↗
MCP Server for interacting with Salesforce instances
salesforce
No credential named
LISTED · ★ 486
flytohub/flyto-core
↗
AI said it finished. Flyto2 shows the proof.
No credential named
LISTED · ★ 484
juyterman1000/entroly
↗
Cut AI context cost without trusting the compressor. Every reduction is reversible, byte-exact recoverable, and carries an auditable receipt. Local-first, works through proxy, MCP, SDK, or agent wrapper.
No credential named
LISTED · ★ 479
cablate/mcp-google-map
↗
18 Google Maps tools and 3 Agent Skills for place search, routes, travel planning, and local SEO—via MCP or standalone CLI.
googlegooglemaps
Needs GOOGLE_MAPS_API_KEY
LISTED · ★ 478
cyanheads/atlas-mcp-server
↗
A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier architecture (Projects, Tasks, Knowledge) to manage complex workflows. Now with Deep Research.
neo4j
Needs MCP_AUTH_SECRET_KEY · NEO4J_PASSWORD
STALE · ★ 478
php-mcp/laravel
↗
An SDK building Laravel MCP servers
No credential named
LISTED · ★ 476
tidewave-ai/tidewave_rails
↗
MCP server with runtime-level tools for Rails development
No credential named
LISTED · ★ 476
FreePeak/db-mcp-server
↗
A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.
Needs DB_MCP_MYSQL_PASSWORD · DB_MCP_POSTGRES_PASSWORD · DB_MCP_PROD_PASSWORD
LISTED · ★ 470
ServBay/ServBay
↗
ServBay is an AI-native local development tool. It gives your AI agents a real dev environment so that your AI can write the code. ServBay runs it — services, databases, domains, SSL and local models, all on your own machine.
No credential named
LISTED · ★ 466
gitkraken/gk-cli
↗
GitKraken CLI Releases and Documentation
No credential named
LISTED · ★ 462
openaccountants/openaccountants
↗
Free AI skills (tax rules your AI follows) for 190+ countries, with sources and review status. Written by AI-first accountants in many countries. Need cross-border work done? Hire us.
No credential named
LISTED · ★ 457
fosdickio/binary_ninja_mcp
↗
A Binary Ninja plugin containing an MCP server that enables seamless integration with your favorite LLM/MCP client.
No credential named
LISTED · ★ 456

WHAT WAS LEFT OUT, AND WHY

11,535 repositories read, 8,106 published, the 300 most-starred shown here. A filter nobody can see is indistinguishable from thin coverage, so:

1766 — no description in the repository
1152 — repository not found
311 — archived by its owner
2 — renamed to unibaseio/membase
2 — renamed to claude-did-this/MCPControl
1 — renamed to aliyun/alibaba-cloud-ops-mcp-server
1 — renamed to Latinum-Formal-Methods/weather_mcp
1 — renamed to aramai-schematica/schematica-mcp-server
1 — renamed to Able-rip/BMBrick-Photo-to-LEGO-Mosaic-Skill
1 — renamed to Ithiel-Labs/toolpipe-mcp-server
1 — renamed to Justar96/hire-a-bot
1 — renamed to 199-mcp/mcp-google
1 — duplicate of cameroncooke/xcodebuildmcp (same repository, different casing)
1 — renamed to caura-ai/caura
1 — renamed to cmeans/mcp-clipboard
1 — renamed to Frihet-io/frihet-mcp
1 — renamed to farzad528/mcp-server-azure-ai-agents
1 — renamed to AtticStandard/atom-mcp-server
1 — renamed to Forward333/mcp-sigstore
1 — renamed to twistymaze/mcp-kanka
1 — renamed to eins78/meteoswiss-llm-tools
1 — renamed to Pigyon/MCPwner
1 — renamed to colibird-ai/local-mcp-releases
1 — renamed to aeonfun/opendia
1 — renamed to atomno-mcp/mcp-cbr-rates
1 — renamed to Shawnzheng011019/milvus-sdk-code-helper
1 — renamed to Latinum-Formal-Methods/latinum-wallet-mcp
1 — renamed to ElliotJLT/homebuyer-mcp
1 — renamed to fastn-ai/fastn-mcp
1 — duplicate of dappierai/dappier-mcp (same repository, different casing)
1 — renamed to ruezo/mcp-video-digest
1 — renamed to feder-cr/invisible_dots
1 — renamed to Icaro0310/devin-brain
1 — renamed to Wh1isper/mcp-email-server
1 — renamed to Mitek99/deepview-mcp
1 — renamed to dappros/ethora-mcp-server
1 — renamed to ambix-ai/ambix
1 — renamed to zxzinn/opencti-mcp
1 — renamed to heliograph-io/heliograph
1 — renamed to couchbase/mcp-server-couchbase
1 — renamed to aiurda/devcontext
1 — renamed to atomno-mcp/mcp-sudact
1 — renamed to CorefluxCommunity/Coreflux-MQTT-MCP-Server
1 — renamed to AStheTECH/mewcp-google-tasks
1 — renamed to callstack/agent-device
1 — renamed to dokku-MCP/dokku-mcp
1 — renamed to AutomateLab-tech/ai-seo-mcp
1 — renamed to ArmandSwirc/TimeChimpMCP
1 — renamed to anatoly-lab/drawdb-mcp
1 — renamed to assetfare/assetfare-mcp
1 — renamed to atomno-mcp/mcp-seo-audit
1 — duplicate of bankless/onchain-mcp (same repository, different casing)
1 — renamed to cloudglue/cloudglue-mcp-server
1 — renamed to Future-Legends-Inc/fahali-mcp
1 — renamed to migkast/seoforgpt-mcp
1 — renamed to wenlan-app/wenlan
1 — renamed to LastSearch-HQ/lastsearch
1 — renamed to getnable/finopsmcp
1 — renamed to Livia-Zaharia/just_facebook_mcp
1 — renamed to lineai-intelligence/lineai-mcp-server
1 — renamed to jabbawocky/proposalcraft
1 — renamed to efremidze/swift-patterns-mcp
1 — renamed to omnirexflora-labs/omnicoreagent
1 — renamed to 1ArxAI/solhunt-recovery
1 — renamed to adi2355/MCP-Resume-Editor
1 — renamed to Rainmen-xia/chrome-debug-mcp
1 — renamed to opldotdev/bsv-mcp
1 — renamed to TocharianOU/elasticsearch-mcp
1 — renamed to DrillerDB/drillerdb-mcp
1 — renamed to superagents-lab/search1api-mcp
1 — renamed to SepineTam/mcp-for-stata
1 — renamed to girishbuilds/engram
1 — renamed to JoeRu/mcp4immich
1 — renamed to codespar/mcp-dev-latam
1 — renamed to huaweicloud-samples/iaas-mcp-server
1 — renamed to MatterAIOrg/matter-ai-mcp
1 — renamed to MerakOsiris/memoryguard
1 — renamed to BrainDAO/mcp-abi
1 — renamed to brinzl/commercecloud-mcp-server
1 — renamed to Minima-AI-Inc/minima
1 — renamed to stainless-api/mcp-front
1 — renamed to kontext-security/browser-use-mcp-server
1 — renamed to benswel/qr-for-agent-api
1 — renamed to artivus-labs/playwrite-mcp
1 — renamed to BrainDAO/mcp-iqwiki
1 — renamed to anirudhlath/mcpdeck
1 — renamed to terrakube-io/mcp-server-terrakube
1 — renamed to sipyourdrink-ltd/bernstein
1 — renamed to fluxmailai/fluxmail
1 — renamed to inferventis-ai/inferventis-tools
1 — renamed to SylphxAI/anymd
1 — renamed to JohanLi233/mcp-sandbox
1 — renamed to mesh/mesh-mcp
1 — renamed to mote-network/mote-registry
1 — renamed to adamkwhite/universal-memory-mcp
1 — renamed to OuchiniKaeru/mcp-data-analyzer
1 — renamed to yoselabs/a2db
1 — renamed to insumerapi/mcp-server-insumer
1 — renamed to atomno-mcp/mcp-egrul
1 — renamed to agentic-box/memora
1 — renamed to Decodo/mcp-server
1 — renamed to CiscoDevNet/meraki-magic-mcp-community
1 — renamed to Juanmidev1/synapse-code-mcp
1 — renamed to barevalue-ai/barevalue-mcp
1 — renamed to vetcoders/mcp-server-semgrep
1 — renamed to getsentry/MobileBuildMCP
1 — renamed to codeChap/mcp-server-x
1 — renamed to Talos-AI-Solutions/huggingface_mcp
1 — renamed to Seann0824/movies-search-mcp
1 — renamed to delocdev/deloc
1 — renamed to arunsanna/aws-sage-mcp
1 — renamed to RightOnPar-LLC/meshmarket-mcp
1 — renamed to frgmt0/inked
1 — renamed to Aimino-Tech/OpenTalk2HTML-NotMD
1 — renamed to dmtrKovalenko/fff
1 — renamed to trade-it-inc/trade-it-mcp
1 — renamed to DeepL/deepl-mcp-server
1 — renamed to BASHBOP/solumbe
1 — renamed to amineremache/dafty-mcp
1 — renamed to aiurda/cursor10x-mcp
1 — renamed to Pinlyx/pinlyx-mcp
1 — renamed to infino-ai/supergrep
1 — renamed to Synaptic-Graph/Synaptic
1 — renamed to varrdinc/varrd
1 — renamed to kinlab-ai/kin
1 — renamed to reacherwu/ContextSpindle
1 — renamed to gemini2026/documentation-search-mcp
1 — renamed to tylerpina/spotify-mcp
1 — renamed to SentientShawarma/infinitebacklog-mcp
1 — renamed to 199-mcp/mcp-fresha
1 — renamed to simonmak-ascent/hkex-filing-scraper
1 — renamed to dahuangbaojian/sms-mcp-server
1 — renamed to FradSer/mcp-server-apple-events
1 — renamed to dx-corp/deep-code-reasoning-mcp
1 — renamed to appwrite/mcp
1 — renamed to tsmndev/tavily-mcp-sse
1 — renamed to babelcloud/gbox
1 — renamed to butterbase-ai/butterbase
1 — renamed to GetSherlog/Sherlog-MCP
1 — renamed to KaiCalls/kaicalls-mcp
1 — renamed to atomno-mcp/mcp-fns-check
1 — renamed to ahujasid/mcp-for-blender
1 — renamed to alyiox/mcp-mssql
1 — renamed to rootlyhq/rootly-mcp-server
1 — renamed to VictoriaMetrics/mcp-victoriametrics
1 — renamed to reflagcom/javascript
1 — renamed to brijr/meta-mcp
1 — renamed to w0h1v/mcp-shodan
1 — renamed to evolsb/fast-intercom-mcp
1 — renamed to Hyeongseob91/Wanted_MCP-Server
1 — renamed to codewithdpk/openzippelin-mcp
1 — renamed to Consiliency/Code-Index-MCP
1 — renamed to daniel-lxs/mcp-perplexity
1 — renamed to jackwrichards/FastlyMCP
1 — renamed to afialho/mcp-dev-tools
1 — renamed to sato942/game-asset-mcp
1 — renamed to singleflo/opencode-history-mcp
1 — renamed to TencentEdgeOne/edgeone-makers-mcp
1 — renamed to Commvault/commvault-mcp-server
1 — renamed to lastping-dev/lastping-app
1 — renamed to aramai-schematica/coremodels-mcp-server
1 — renamed to ankimcp/anki-mcp-server
1 — renamed to argoproj-labs/mcp-for-argocd
1 — renamed to gurvinder-dhillon/unbundle_openapi_mcp
1 — renamed to Codenmsanta/advanced-gemini-mcp
1 — renamed to NameSniperPro/NameSniper-MCP
1 — renamed to pipelab-org/pipelock
1 — renamed to devstacks-se/id-generator-mcp
1 — renamed to urlbox/screenshot-mcp-server
1 — renamed to BeehiveInnovations/pal-mcp-server
1 — renamed to kamelirzouni/MCP-server-Deepseek_R1
1 — renamed to biegehydra/BifrostMCP
1 — renamed to GroundNG/VibeShift
1 — renamed to DumplingAI/mcp-server-dumplingai
1 — renamed to RapidoCloud/mcp-force
1 — renamed to devdasx/oath-wallet
1 — renamed to DaInfernalCoder/perplexity-mcp
1 — renamed to EnventDigital/community-express-dev-mcp
1 — renamed to DavidOsherdiagnostica/data-gov-il-mcp
1 — renamed to dx-corp/shared-memory-mcp
1 — renamed to agent-passport-system/agent-passport-mcp
1 — renamed to AytuncYildizli/legends-mcp
1 — renamed to cottongeeks/ytt-mcp
1 — renamed to cr2007/mcp-wordle-python
1 — renamed to probelabs/docs-mcp
1 — renamed to BrainDAO/mcp-bamm
1 — renamed to GitGuardian/ggmcp
1 — renamed to vanoe-ai/vanoe-intelligence-mcp
1 — renamed to cortex-works/cortex-scout
1 — renamed to starwind-ui/starwind-ui-mcp
1 — renamed to costory-io/costory-finops-mcp-skills
1 — renamed to arctop/seamless
1 — renamed to amgadabdelhafez/dbx-mcp-server
1 — renamed to QuantMLResearch/alpha-vantage-mcp
1 — renamed to cdugo/package-documentation-mcp
1 — renamed to kamelirzouni/MCP-server-Qwen_Max
1 — renamed to SSHdotCodes/second-opinion
1 — renamed to arikon/agents-cursor-subagent-plugin
1 — renamed to rupeedev/mcp-image-reader
1 — renamed to chrisleekr/mcp-server-playground
1 — renamed to VikashLoomba/MCP-Server-Playwright

We have not run these. Every column is read from the repository, and STATE reports what the repository shows — pushed recently, quiet for a year, archived — never that the server works. A blank in either middle column means we did not recognise what it talks to, not that it talks to nothing.

Why the credential column is the point

Installing an MCP server hands a model a key to something real. Every other directory lists the name and the install command; the useful question is what it can reach and which credential it wants — so that is the column.

What belongs here

One test, the same one layer 10 uses: does the thing belong to the AI stack, or to a business function? An MCP server wrapping a vector database is in. A template that posts to LinkedIn is out — not because it is bad, but because a directory that covers everything is a directory nobody trusts on anything.

The other half

Skills are the other half — instructions a model loads, which reach nothing and need no credential.

For a model reading this page

Plain text, same figures, no markup: /resources/mcp-servers/llms.txt.