🛡️ MCP 服务器安全注册表

已扫描并分析 800 个 MCP 服务器的 AI 代理安全风险。分数反映 AI 代理使用该服务器的安全程度，而非服务器本身的代码质量。每日更新。由 AgentSeal 提供支持。

快速统计

指标	数量
已扫描服务器总数	800
✅ 安全 (分数 >= 80)	631
⚠️ 需审查 (分数 50-79)	169
安全发现总数	6237
最后更新	2026年3月14日

评分方式

每个服务器通过 9 个安全分析器进行测试：

Schema 分析 - 验证工具参数类型和约束
静态模式检测 - 发现命令注入、SSRF、路径遍历模式
提示注入扫描 - 检测工具描述中的隐藏指令
毒性流映射 - 识别危险的工具链
Unicode 检测 - 捕获不可见字符攻击
深度解剖 - 使用 45+ MCP 特定攻击模式进行主动探测
注释和指令分析 - 检查行为修改元数据
资源分析 - 评估暴露的资源和模板
LLM 分类 - Claude 驱动的工具意图语义分析

信任分数： 0-100 衡量 AI 代理使用此服务器的安全程度。较低的分数并不意味着服务器有 bug 或是恶意的。它意味着使用该服务器的 AI 代理具有更大的攻击面，攻击者可以通过提示注入或工具投毒来利用这些攻击面。

安全 (>= 80)： 攻击面小。代理可以以最小风险使用。
需审查 (50-79)： 具有扩展攻击面的显著能力。需配合适当的防护措施使用。
有风险 (20-49)： 攻击面大。需要严格的沙箱和人工监督。
危险 (< 20)： 存在严重安全问题。不建议自动化使用。

图例

符号	含义
✅	安全 - AI 代理攻击面小
⚠️	需审查 - 功能更广泛，需配合防护措施
🟠	有风险 - 攻击面大，需要沙箱
🔴	危险 - 不建议自动化使用

🛠️ Developer Tools

Server	Description	Score	Stars	Report
markitdown	Python tool for converting files and office documents to Markdown.	88 ✅	90.7k	View
chrome-devtools-mcp	Chrome DevTools for coding agents	73 ⚠️	28.8k	View
Playwright	Automates browser interactions for Large Language Models (LLMs) using Playwri...	62 ⚠️	28.7k	View
GitHub	Enables advanced automation and interaction capabilities with GitHub APIs for...	70 ⚠️	27.8k	View
claude-flow	Enterprise AI orchestration platform for deploying multi-agent swarms with se...	86 ✅	20.9k	View
beads	Beads - A memory upgrade for your coding agent	86 ✅	18.9k	View
n8n-mcp	MCP server providing AI assistants comprehensive access to n8n's 1,084+ workf...	92 ✅	15.1k	View
archon	Beta release of Archon OS - the knowledge and task management backbone for AI...	92 ✅	13.8k	View
mcp-go	A Go implementation of the Model Context Protocol (MCP), enabling seamless in...	89 ✅	8.3k	View
git-mcp	Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP ...	78 ⚠️	7.8k	View
browser-tools-mcp	Monitor browser logs directly from Cursor and other MCP compatible IDEs.	91 ✅	7.1k	View
cursor-talk-to-figma-mcp	MCP integration enabling AI agents like Cursor and Claude Code to read and mo...	88 ✅	6.5k	View
cursor-talk-to-figma-mcp	TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code) and Figma...	88 ✅	6.5k	View
ida-pro-mcp	AI-powered reverse engineering assistant that bridges IDA Pro with language m...	88 ✅	6.3k	View
mcp	Browser MCP is a Model Context Provider (MCP) server that allows AI applicati...	86 ✅	6.0k	View
desktopcommandermcp	This is MCP server for Claude that gives it terminal control, file system sea...	63 ⚠️	5.7k	View
klavis	Klavis AI (YC X25): MCP integration platforms that let AI agents use tools r...	68 ⚠️	5.7k	View
praisonai	PraisonAI 🦞 - Your 24/7 AI employee team. Automate and solve complex challeng...	78 ⚠️	5.7k	View
playwright-mcp-server	Playwright Model Context Protocol Server - Tool to automate Browsers and APIs...	73 ⚠️	5.3k	View
magic	It's like v0 but in your Cursor/WindSurf/Cline. 21st dev Magic MCP server for...	82 ✅	4.4k	View
osaurus	Own your AI. The native macOS harness for AI agents -- any model, persistent ...	79 ⚠️	4.1k	View
context-mode	MCP is the protocol for tool access. We're the virtualization layer for context.	78 ⚠️	3.7k	View
mcp-feedback-enhanced	Enhanced MCP server for interactive user feedback and command execution in AI...	91 ✅	3.6k	View
archestra	Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator	92 ✅	3.5k	View
refact-chat-js	AI Agent that handles engineering tasks end-to-end: integrates with developer...	92 ✅	3.5k	View
apple-mcp	Apple-native MCP server integrating Mac apps like Messages, Notes, Contacts, ...	81 ✅	3.0k	View
shadcn-ui-mcp-server	A mcp server to allow LLMS gain context about shadcn ui component structure,u...	83 ✅	2.7k	View
godot-mcp	A Godot game engine integration server that allows launching the editor, runn...	86 ✅	2.3k	View
mcp-cli	Command-line interface for interacting with Model Context Protocol servers, e...	92 ✅	1.9k	View
ios-simulator-mcp	MCP server for interacting with the iOS simulator	91 ✅	1.7k	View
codemcp	MCP server enabling Claude Desktop to function as a pair programming assistan...	72 ⚠️	1.6k	View
mcptools	A command-line interface for discovering, calling, and managing MCP servers w...	92 ✅	1.5k	View
mcp-installer	An MCP server that installs other MCP servers for you	89 ✅	1.5k	View
notebooklm-mcp	MCP server for NotebookLM - Let your AI agents (Claude Code, Codex) research ...	73 ⚠️	1.4k	View
agent-toolkit	Stripe Agent Toolkit integrates Stripe APIs with LLMs and agent frameworks th...	92 ✅	1.4k	View
chunkhound	An MCP server providing semantic code search and analysis. ChunkHound researc...	83 ✅	1.1k	View
coderunner	A local sandbox for your AI agents	80 ⚠️	801	View
vibetest-use	Vibetest MCP - automated QA testing using Browser-Use agents	87 ✅	772	View
driftdetect-mcp	Codebase intelligence for AI. Detects patterns & conventions + remembers deci...	85 ✅	760	View
just-prompt	just-prompt is an MCP server that provides a unified interface to top LLM pro...	89 ✅	719	View
blueprint-mcp	Diagram generation for understanding codebases and system architecture using ...	92 ✅	585	View
dbt-mcp	An MCP server providing tools for AI agents to interact with dbt projects, in...	85 ✅	507	View
n8n-workflow-builder	AI assistant integration for n8n workflow automation through Model Context Pr...	87 ✅	501	View
web-agent-protocol	🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browse...	92 ✅	493	View
airtable-mcp-server	🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to intera...	81 ✅	430	View
kicad-mcp	Model Context Protocol server for KiCad on Mac, Windows, and Linux	92 ✅	401	View
lingti-bot	🐕⚡「极简至上效率为王秒级接入一链即用」的 AI Bot	75 ⚠️	368	View
revit-mcp	AI-powered MCP server enabling Claude and other AI clients to interact with R...	78 ⚠️	362	View
chat	Open-source control plane for AI agents. Connect tools, hire agents, organize...	77 ⚠️	350	View
MemoryMesh	A knowledge graph server that uses the Model Context Protocol (MCP) to provid...	81 ✅	335	View
paws-on-mcp	A comprehensive Model Context Protocol (MCP) server implementing the latest s...	86 ✅	331	View
moling	MoLing is a computer-use and browser-use based MCP server. It is a locally de...	78 ⚠️	330	View
mcp-claude-code	MCP server implementing Claude Code capabilities for code analysis, file modi...	63 ⚠️	298	View
consult7	MCP server to consult a language model with large context size	85 ✅	291	View
chrome-devtools-mcp	An MCP Server for Chrome DevTools, following the Chrome DevTools Protocol. In...	74 ⚠️	289	View
FileScopeMCP	Analyzes your codebase identifying important files based on dependency relati...	82 ✅	283	View
MCP-Server-Playwright	A Playwright-based browser automation MCP server that provides full remote co...	74 ⚠️	283	View
mcp-reasoner	A systematic reasoning MCP server implementation for Claude Desktop with beam...	92 ✅	277	View
lucid	An intelligence layer grounding autonomous agents in verified, real-time know...	92 ✅	260	View
weather-mcp-server	An MCP server enabling AI assistants to retrieve real-time weather data for a...	92 ✅	239	View
claude_code-gemini-mcp	Connect Claude Code with Google's Gemini AI for code reviews, questions, and ...	86 ✅	239	View
frida-mcp	MCP stdio server for frida	91 ✅	237	View
tmux-mcp	A MCP server for our beloved terminal multiplexer tmux.	83 ✅	235	View
tmux-mcp	A MCP server for our beloved terminal multiplexer tmux.	83 ✅	235	View
mcp_omni_connect	Production-ready Python framework for building autonomous AI agents with plug...	77 ⚠️	232	View
overseer	CLI & Codemode MCP server for agent task management	92 ✅	222	View
image-gen-server	MCP server for Cursor IDE that generates images from text descriptions using ...	92 ✅	219	View
mcp-taskmanager	An MCP server that enables Claude to manage and execute tasks in a queue-base...	91 ✅	212	View
opik-mcp	Model Context Protocol (MCP) implementation for Opik enabling seamless IDE in...	92 ✅	199	View
mcp	Official Svelte MCP server enabling AI agents to interact with Svelte project...	89 ✅	193	View
facebook-ads-library-mcp	MCP server for searching and analyzing Facebook's public ads library. Get ins...	90 ✅	192	View
@rocketshipai	Open-source QA testing framework that enables coding agents to write and run ...	92 ✅	182	View
anki-mcp-server	An MCP server that integrates with the local Anki flashcard application, enab...	98 ✅	178	View
playwright-plus-python-mcp	MCP server for Playwright browser automation. Navigate websites, interact wit...	82 ✅	174	View
mcp-doc	A powerful Word document processing service based on FastMCP, enabling AI ass...	89 ✅	173	View
your-memory	Persistent AI memory layer that adds intelligent context to applications with...	74 ⚠️	170	View
llmctx	MCP endpoint providing Svelte 5 and SvelteKit developer documentation for AI ...	92 ✅	160	View
mcp-server-langfuse	Model Context Protocol (MCP) Server for Langfuse Prompt Management. This serv...	92 ✅	158	View
mcp-server-calculator	A minimal MCP server that exposes one tool for evaluating mathematical expres...	95 ✅	147	View
seline	Desktop app that runs AI agents on your machine, connecting them to messaging...	91 ✅	146	View
claude-prompts-mcp	MCP workflow server for composable prompt templates with validation, reasonin...	92 ✅	141	View
erickwendel-contributions-mcp	A Model Context Protocol (MCP) server that provides tools to query Erick Wend...	92 ✅	136	View
comet-mcp	Controls a Comet/Perplexity browser instance to perform agentic web browsing,...	85 ✅	131	View
mcp-server	BrowserStack's Official MCP Server	69 ⚠️	130	View
mcp-server-atlassian-bitbucket	Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LL...	74 ⚠️	127	View
pluggedin-mcp-proxy	Plugged.in MCP Server manages all your other MCPs in one MCP.	81 ✅	124	View
mcp-gdb	An MCP server providing GDB debugging functionality for AI assistants, enabli...	86 ✅	110	View
sourcerer-mcp	MCP for semantic code search & navigation that reduces token waste	86 ✅	108	View
lapras-mcp-server	lapras.com 公式MCP Server	89 ✅	100	View
terminal-controller-mcp	A Model Context Protocol (MCP) server that enables secure terminal command ex...	80 ⚠️	99	View
agentup	Configuration-driven framework for building portable, scalable, and secure AI...	92 ✅	97	View
fabric-rti-mcp	MCP server for Microsoft Fabric Real-Time Intelligence enabling AI agents to ...	75 ⚠️	97	View
json-mcp-server	JSON handling and processing mcp server	88 ✅	89	View
blender-mcp	A Blender automation server that lets agents control the 3D software via Pyth...	74 ⚠️	89	View
mcp-excel-server	MCP server for comprehensive Excel file management, data analysis, and visual...	80 ⚠️	84	View
gemini-bridge	A bridge MCP server that forwards agent queries and arbitrary local file cont...	74 ⚠️	84	View
unreal-mcp	MCP server for Unreal Engine that uses Unreal Python Remote Execution	71 ⚠️	82	View
mcp-azure-devops	An MCP server that provides full CRUD access to Azure DevOps work items, team...	83 ✅	80	View
mcp-server-circleci	A specialized server implementation for the Model Context Protocol (MCP) desi...	80 ✅	80	View
mcp-server-openai	Query OpenAI models directly from Claude using MCP protocol.	92 ✅	79	View
multi-ai-advisor-mcp	council of models for decision	92 ✅	78	View
roundtable	Local MCP server that coordinates multiple AI coding assistants (Claude, Gemi...	81 ✅	78	View
unifai-sdk-js	unifai-sdk-js is the Javascript/Typescript SDK for Unifai, an AI native platf...	86 ✅	75	View
excalidraw-architect-mcp	An MCP server that generates and edits Excalidraw (.excalidraw) diagram files...	92 ✅	71	View
energyplus-mcp	The first open-source Model Context Protocol server enabling AI assistants an...	90 ✅	69	View
alibabacloud-devops-mcp-server	Yunxiao MCP Server provides AI assistants with the ability to interact with t...	87 ✅	69	View
clarity-mcp-server	A Model Context Protocol (MCP) server for Microsoft Clarity	84 ✅	68	View
firefox-devtools-mcp	A Firefox browser automation MCP server providing tab management, DOM interac...	70 ⚠️	68	View
crash-mcp	A structured reasoning-step tracker that helps AI agents break down complex p...	100 ✅	67	View
deepseek-thinker-mcp	A MCP server providing access to Deepseek's reasoning process via OpenAI API ...	92 ✅	67	View
mcp-EDA	An EDA toolchain MCP server that enables Verilog synthesis (Yosys), simulatio...	87 ✅	67	View
xiaozhi-autoglm-mcp	MCP server for Android device automation and mobile agent control via AI, int...	92 ✅	64	View
mcp-miro	Miro integration for Model Context Protocol	84 ✅	62	View
mcp-server-atlassian-jira	Node.js/TypeScript MCP server for Atlassian Jira. Equips AI systems (LLMs) wi...	80 ⚠️	60	View
sugar	Autonomous task execution layer for AI coding agents. Manages queues, runs 24...	90 ✅	59	View
mcp-design-system-extractor	MCP server that extracts component information from Storybook design systems,...	84 ✅	57	View
gdb-mcp	Multi-debugger MCP server providing debugging functionality for GDB and LLDB ...	86 ✅	56	View
a2a_adk_mcp	Security-focused multi-agent data processing pipeline using Google's Agent De...	86 ✅	55	View
mcp-server-apple-reminders	MCP server providing native macOS integration with Apple Reminders and Calend...	91 ✅	53	View
gotohuman-mcp-server	Facilitates AI-to-human review handoffs by listing review forms, fetching the...	96 ✅	52	View
whois-mcp	MCP Server for whois lookups.	92 ✅	52	View
webpage-screenshot-mcp	MCP server that captures screenshots of webpages using Puppeteer, enabling AI...	87 ✅	52	View
mcp_server_notify	Sends system desktop notifications with optional sound and configurable timeout.	98 ✅	50	View
iphone-mcp	The MCP Server the lets AI use an iPhone	86 ✅	50	View
random-number-mcp	Production-ready MCP server that provides LLMs with essential random generati...	90 ✅	47	View
shadowgit-mcp	A Model Context Protocol (MCP) server that provides AI assistants with secure...	85 ✅	46	View
xray	XRAY MCP provides progressive code intelligence and navigation capabilities f...	82 ✅	46	View
frida-game-hacking-mcp	A MCP implementation of Frida that seeks to emulate Cheat Engine functionally...	71 ⚠️	46	View
mcp_weather_server	A read-only MCP server providing current and forecast weather, air quality da...	100 ✅	44	View
mcp-server-taskwarrior	A Taskwarrior MCP server that allows agents to list, add, and complete tasks ...	91 ✅	44	View
code-screenshot-mcp	An MCP server that generates syntax-highlighted screenshot images of code fro...	80 ✅	44	View
mcp-server-ipinfo	MCP server providing IP geolocation and network information via ipinfo.io API...	90 ✅	42	View
mobile-dev-mcp-server	This is a MCP designed to manage and interact with mobile devices and simulat...	83 ✅	42	View
powertools-mcp	Powertools for AWS's official MCP Server	88 ✅	41	View
dynamic-shell-server	Dynamic Shell Command MCP Server	86 ✅	41	View
unreal-api-mcp	A read-only reference server that lets agents search and retrieve Unreal Engi...	93 ✅	40	View
test-coverage-mcp	Context engineering: Make your agents aware of how they affect 🧪 test coverag...	89 ✅	40	View
unity-api-mcp	MCP server providing instant, accurate Unity API lookups to prevent AI halluc...	83 ✅	40	View
mcp-domain-availability	An MCP server that checks domain name availability using a single query tool.	99 ✅	39	View
mcp-tasks	A comprehensive and efficient MCP server for task management with multi-forma...	91 ✅	39	View
anki-mcp	An Anki flashcard management server that allows creating, updating, and revie...	75 ⚠️	39	View
bruno-mcp	Executes Bruno API collections via the Bruno CLI, allowing HTTP API testing w...	86 ✅	37	View
mcp	A simple implementation of an MCP server for the ScreenshotOne API	88 ✅	35	View
package-registry-mcp	MCP server for searching and getting up-to-date information about NPM, Cargo,...	86 ✅	35	View
kilntainers	MCP server to give every agent an ephemeral Linux sandboxes for executing she...	85 ✅	34	View
actor-critic-thinking-mcp	A dual-perspective thinking analysis server based on Model Context Protocol (...	100 ✅	32	View
maven-mcp-server	An MCP (Model Context Protocol) server that provides tools for checking Maven...	92 ✅	31	View
postmancer	An HTTP API testing client (Postman-style) that can send arbitrary HTTP reque...	80 ✅	30	View
PiloTY	PiloTY: AI pilot for PTY operations via MCP - enables AI agents to control in...	74 ⚠️	30	View
splunk-mcp-server2	Unofficial. Splunk MCP server. Implemented in Python and TypeScript/JS. Runs ...	86 ✅	29	View
playwright-mcp	MCP server that gives AI assistants visual access to a Playwright-controlled ...	82 ✅	29	View
flyonui-mcp	MCP server for building production-ready UI blocks, components, and landing p...	87 ✅	28	View
mcpcap	Modular Python MCP server for analyzing network packet captures with speciali...	75 ⚠️	28	View
mcp-simple-timeserver	A time and date utility MCP server providing local time, UTC via NTP, timezon...	92 ✅	27	View
gemini-cli-orchestrator	An MCP server that allows Claude Code orchestrate Gemini for analysis and con...	91 ✅	25	View
ScreenshotMCP	A Model Context Protocol MCP server for capturing website screenshots with fu...	88 ✅	25	View
mcp-task-orchestrator	A Model Context Protocol server that provides task orchestration capabilities...	88 ✅	24	View
code-memory	Local semantic code search for your codebase with vector embeddings. Zero tel...	72 ⚠️	24	View
anti-bullshit-mcp-server	MCP server for analyzing claims, validating sources, and detecting manipulati...	92 ✅	23	View
mcp-enhance-prompt	An MCP server that rewrites minimal user input into enriched, structured prom...	91 ✅	23	View
blowback-context	MCP server for frontend development environments that integrates with AI tool...	87 ✅	22	View
code-context-provider-mcp	Provides a structural overview of a local project directory, including file t...	97 ✅	21	View
stealth-browser-mcp	MCP Server that enables stealth browser access through Playwright, bypassing ...	92 ✅	21	View
create-mcp-ts	Create a new MCP server in TypeScript, batteries included.	91 ✅	21	View
mcpretentious	A powerful Model Context Protocol (MCP) server that puppeteers iTerm2 terminals.	88 ✅	21	View
securitycopilotmcpserver	MCP Server that integrates with Security Copilot, Sentinel and other tools (i...	82 ✅	20	View
fabric-mcp-server	A Fabric AI pattern recommendation server that suggests the best Fabric patte...	100 ✅	19	View
termlink	MCP server for shell and terminal operations	91 ✅	19	View
hyperbolic-mcp	MCP server enabling Claude to interact with Hyperbolic's GPU cloud for viewin...	86 ✅	19	View
sleep-mcp	An MCP server providing a sleep/wait tool for adding delays between operation...	92 ✅	18	View
anki-connect-mcp	A custom Model Context Protocol (MCP) implementation for Anki Web, enabling s...	80 ⚠️	18	View
jupytercad-mcp	A JupyterCAD MCP server that enables AI-driven creation and editing of 3D CAD...	83 ✅	17	View
alertmanager-mcp-server	A Model Context Protocol (MCP) server that enables AI assistants to integreat...	87 ✅	16	View
mcp_server_pcileech	A simple MCP server for using pcileech to read or write another pc's memory	85 ✅	16	View
Autogen_MCP	An MCP server that enables creation, configuration, and execution of Microsof...	76 ⚠️	16	View
npm-search-mcp-server	MCP server for searching npm packages	92 ✅	15	View
android-mcp-server	Android MCP Server implementation	87 ✅	15	View
networksdb-mcp	Fast MCP integration for NetworksDB API - Query IP addresses, organizations, ...	86 ✅	15	View
context-crystallizer	Transform large repositories into crystallized, AI-consumable knowledge bases...	82 ✅	15	View
agentops-mcp	An MCP server for querying AgentOps agent telemetry - authorizing via API key...	96 ✅	14	View
hooks_mcp	MCP server that exposes project-specific development tools (tests, linters, e...	92 ✅	14	View
argus-mcp	AI code review MCP server with Zero-Trust approach. Multi-model support, cach...	92 ✅	14	View
mcp-time	MCP (Model Context Protocol) server which provides utilities to work with tim...	89 ✅	14	View
currents-mcp	Currents MCP Server	84 ✅	14	View
domain-tools-mcp-server	A Model Context Protocol (MCP) server for comprehensive domain analysis: WHOI...	92 ✅	13	View
riza-mcp	Isolated code interpreter for LLM-generated code via Riza API, with tool mana...	91 ✅	13	View
qrcode_mcp	mcp tool to generate qrcode	91 ✅	12	View
mcp-internet-speed-test	An MCP server for measuring network performance metrics (download/upload spee...	78 ⚠️	12	View
d.i.e-mcp	This is a MCP server for DIE (Detect It Easy )	92 ✅	11	View
mcp-go-debugger	A Go debugger integrated with MCP that lets you launch, attach, set breakpoin...	88 ✅	11	View
teamcity-mcp	Teamcity MCP Server	86 ✅	11	View
kylas-crm-mcp-server	A CRM integration server for Kylas that enables creating, updating, searching...	67 ⚠️	11	View
mcp-files	A developer-focused MCP server providing code symbol extraction, precise line...	92 ✅	10	View
memory-mcp	A local conversational memory system that caches messages, manages task episo...	91 ✅	10	View
mcp-gitlab-jira	MCP server for GitLab and Jira integration, enabling AI agents to interact wi...	92 ✅	9	View
omni-dev-fusion	High-performance AI operating system kernel that bridges human intent and mac...	91 ✅	9	View
mcp-domaintools	MCP server providing DNS lookups, WHOIS queries, connectivity testing, TLS ce...	88 ✅	9	View
pyxel-mcp	An MCP server that runs Pyxel retro game scripts and provides visual/audio in...	79 ⚠️	9	View
mcp-agentic-framework	A multi-agent coordination framework that allows AI agents to register, disco...	78 ⚠️	9	View
handmirrormcp	MCP server for inspecting .NET assemblies and NuGet packages to provide AI co...	89 ✅	7	View
canvas-lms-mcp	An MCP server that bridges AI systems with Canvas LMS, providing access to ed...	89 ✅	7	View
mcp-project-manager	🚀 Hierarchical task management server via Model Context Protocol (MCP). Cre...	88 ✅	7	View
mcp-server-adb	MCP Server for Android Debug Bridge (ADB), enabling Claude to interact with A...	87 ✅	7	View
piston-mcp	Executes arbitrary code in multiple programming languages using the Piston re...	84 ✅	7	View
sonatype-mcp	MCP server for Sonatype Nexus Repository Manager	84 ✅	7	View
skill-ninja-mcp-server	An agent skill package manager that searches, installs, and manages SKILL.md ...	76 ⚠️	7	View
excel-to-json-mcp	Converts Excel (.xlsx) files and CSV/tab-separated data to JSON via two tools...	92 ✅	6	View
mcp-idb	MCP server for fb-idb bridge.	86 ✅	6	View
spm-mcp	Swift Package Manager MCP Server written in Swift	85 ✅	6	View
public-apis-mcp	Search for free APIs using MCP	85 ✅	6	View
mcp-devcontainers	Manages VS Code devcontainer lifecycle operations including starting, stoppin...	82 ✅	6	View
reexpress_mcp_server	Reexpress Model-Context-Protocol (MCP) Server	82 ✅	6	View
Clojars-MCP-Server	Queries the Clojars Maven/Clojure package registry to retrieve dependency ver...	98 ✅	5	View
mcp-sandbox	Turn any JavaScript module into a sandboxed MCP server with automatic reflect...	92 ✅	5	View
mcpgex	MCP server for finding, testing and refining regex patterns	92 ✅	5	View
mcp-grep	An MCP Server wrapper around the grep CLI tool	87 ✅	5	View
log-analyzer-mcp	An MCP server for parsing, searching, and debugging log files across formats ...	81 ✅	5	View
sonarcloud-mcp	sonarcloud/sonarqube cloud MCP server for fetching issues	92 ✅	4	View
aria-validate-mcp-server	Model context protocol server for validating ARIA (Accessible Rich Internet A...	92 ✅	4	View
time-mcp-pypi.git	Minimal Python MCP server that provides a tool to get the current UTC date an...	92 ✅	4	View
node-code-sandbox-mcp	# 🐢🚀 Node.js Sandbox MCP ServerThis repository hosts a Node.js server that im...	77 ⚠️	4	View
conan-mcp	Model Context Protocol server for Conan package manager, enabling project cre...	77 ⚠️	4	View
heatpump-mcp-server	An MCP server that helps users size, compare, and evaluate heat pump systems ...	100 ✅	3	View
mcp-refactoring.git	An MCP server that lists, previews, and applies Fowler-style code refactoring...	92 ✅	3	View
mcp-ghidra5-windows	🏢 Enterprise Windows Service for GPT-5 Powered Ghidra Reverse Engineering / P...	92 ✅	3	View
cfr_mcp_server	这是一个基于 Python 的 MCP (Model Context Protocol) 服务器实现，封装了 `cfr.jar` 反编译功能，并支持 SS...	92 ✅	3	View
context-rot-detection	MCP service that gives AI agents real-time visibility into their cognitive he...	92 ✅	3	View
mermaid-validator-mcp	Validates Mermaid diagram syntax and returns diagram type or detailed error m...	92 ✅	3	View
krs-poland-mcp-server	The MCP server for KRS Poland public API.	92 ✅	3	View
mcp-postman	A Model Context Protocol (MCP) server built with Cloudflare Workers for integ...	92 ✅	3	View
fulcra-context-mcp	An MCP server providing access to Fulcra Context data through the Fulcra API,...	89 ✅	3	View
mcp	Open-source MCP server that gives AI assistants 42 tools for managing wallet ...	87 ✅	3	View
math-mcp-learning-server	Educational MCP server with 17 math tools covering arithmetic, matrix algebra...	84 ✅	3	View
mcp-browser-server	Browser automation MCP server using Playwright, enabling AI assistants to int...	80 ⚠️	3	View
mcp-relay	A message relay buffer that allows Claude Desktop and Claude Code to pass opa...	79 ⚠️	3	View
snowfakery-mcp	An MCP server wrapping Snowfakery, a tool for generating realistic fake data ...	76 ⚠️	3	View
memory-mcp	Persistent memory system for AI assistants with a hot cache for instant recal...	71 ⚠️	3	View
time-node-mcp	A Node.js MCP server that provides timezone-aware date and time utilities: re...	100 ✅	2	View
mcp-agile-luminary	An MCP server for connecting with Agile Luminary Project Management Application	92 ✅	2	View
selenium-selfhealing-mcp	An MCP server that automatically fixes broken Selenium test locators when UI ...	92 ✅	2	View
frida-mcp	An MCP server for Frida that enables AI systems to dynamically instrument and...	91 ✅	2	View
clix-mcp-server	Clix MCP Server enables AI agents to provide real-time, trusted Clix document...	89 ✅	2	View
mcp-page-capture	Capture web page screenshots and return MCP-compatible metadata for automated...	88 ✅	2	View
ctfd-mcp-server	MCP configuration to link AI agents with a CTFd instance.	88 ✅	2	View
ghidramcp	MCP server enabling LLMs to autonomously reverse engineer and analyze binarie...	86 ✅	2	View
coderide-mcp	A project and task management MCP server for AI coding agents, enabling retri...	85 ✅	2	View
frontend-design-loop-mcp	An AI-driven frontend design automation tool that generates, evaluates, and o...	83 ✅	2	View
github-projects-mcp	A GitHub Projects v2 management server that wraps the GitHub GraphQL API to l...	82 ✅	2	View
tools	AI-powered product discovery and strategy platform that integrates with Claud...	81 ✅	2	View
terminal-mcp	MCP server for interactive terminal sessions: SSH, REPLs, database CLIs, and ...	81 ✅	2	View
xctools-mcp-server	A Model Context Protocol server for different Xcode related tools	81 ✅	2	View
agentic-store-mcp	Give Your AI Agents Superpowers with Free, Open-Source MCP Tools by AgenticSt...	75 ⚠️	2	View
physbound	An RF/physics validation MCP server that computes link budgets, Shannon-Hartl...	100 ✅	1	View
algora-mcp-server	A read-only MCP server for browsing, searching, and retrieving statistics abo...	100 ✅	1	View
agent-domain-service-mcp	An MCP server that checks domain name availability, explores TLD variations, ...	98 ✅	1	View
char-index-mcp	A pure string/character index manipulation library providing find, split, ins...	97 ✅	1	View
zmanim-mcp-server.git	MCP server for calculating Jewish prayer times (zmanim) worldwide using NOAA-...	90 ✅	1	View
M365-roadmap-mcp-server	Python MCP server enabling AI agents to programmatically query the Microsoft ...	87 ✅	1	View
IIIF_MCP	MCP server for IIIF (International Image Interoperability Framework) integrat...	86 ✅	1	View
meta-prompt-mcp	A prompting reference server that retrieves Google's and Anthropic's official...	84 ✅	1	View
mcp-autogen-doc	A Model Context Protocol (MCP) server that provides AI assistants with the ab...	84 ✅	1	View
nativ-mcp	AI-powered localization MCP server that translates content while respecting b...	84 ✅	1	View
simctl-mcp-server	iOS simctl MCP server	79 ⚠️	1	View
cowork-history	A local MCP server that indexes and searches Claude conversation history usin...	76 ⚠️	1	View
dbgprobe-mcp-server.git	An MCP server for AI-assisted embedded systems debugging via hardware debug p...	75 ⚠️	1	View
chrono-mcp	A time and timezone utility MCP server providing current time retrieval and d...	100 ✅	-	View
devops-practices	A read-only knowledge base server that serves DevOps practice documents and f...	99 ✅	-	View
zoho-crm-mcp-server	A Zoho CRM MCP server that provides read and write access to leads, contacts,...	98 ✅	-	View
guidance-lark-mcp	An MCP server for validating llguidance/Lark grammars, running batch parse te...	96 ✅	-	View
stella-mcp	An MCP server for building and running Stella XMILE system dynamics simulatio...	93 ✅	-	View
mcp-server-r-counter	Counts the number of 'R' or 'r' characters in an input string.	93 ✅	-	View
mcp-test	A simple MCP server with an echo tool for testing purposes. Returns back any ...	92 ✅	-	View
time-mcp-server	MCP server providing time and timezone conversion capabilities with IANA time...	92 ✅	-	View
nft-log-analyzer	AI-powered log analysis MCP server - 100% local via Ollama, auto-files GitHub...	92 ✅	-	View
drand-mcp-server	MCP server providing verifiable randomness from the drand network for AI appl...	92 ✅	-	View
sutra	An MCP server providing structured prompting templates, thinking models, and ...	91 ✅	-	View
mcp-server-spira	MCP server for Inflectra SpiraTeam/SpiraPlan that provides read access to ALM...	90 ✅	-	View
callout	An AI co-founder assistant for solo/early-stage builders that provides multi-...	86 ✅	-	View
esg-mcp-servers	Open-source MCP servers for ESG data with 31 tools for metric extraction, PDF...	86 ✅	-	View
pgyer-mcp-server	PGYER 平台的 MCP Server，支持上传、查询 App 等	86 ✅	-	View
mcp-google-search-console	MCP server that wraps the Google Search Console API to query search analytics...	84 ✅	-	View
mcp-server	Vacation rental booking and protection for AI agents	83 ✅	-	View
MCP	A Kylas CRM MCP server providing tools to create, search, and filter sales le...	78 ⚠️	-	View
mathematica-mcp	A Mathematica/Wolfram Engine MCP server that evaluates arbitrary Wolfram Lang...	76 ⚠️	-	View
tokennuke	Nuke your token usage. Code indexing MCP server: 15 tools, 10 languages, O(1)...	76 ⚠️	-	View
curate-ipsum	A mutation-testing and program-synthesis platform that runs unit/integration/...	73 ⚠️	-	View
ZenLink-MCP	Browser automation bridge for Zen Browser and Firefox, providing programmatic...	73 ⚠️	-	View
mcp-python-exec-sandbox	A Python code execution server with automatic dependency management via PEP 7...	72 ⚠️	-	View
massive-context-mcp	A recursive large-context processing server that loads, chunks, filters, and ...	69 ⚠️	-	View
mcp-gitlab	A comprehensive GitLab MCP server providing full API access for project, repo...	68 ⚠️	-	View

🔍 Search & Knowledge

Server	Description	Score	Stars	Report
airweave-mcp-search	Open-source context retrieval layer for AI agents	92 ✅	6.0k	View
exa-mcp-server	Exa MCP for web search and web crawling!	84 ✅	4.0k	View
exa-mcp-server	Connect AI assistants to Exa's search capabilities for web search, code searc...	84 ✅	4.0k	View
arxiv-mcp-server	An MCP server enabling AI assistants to search, download, and analyze arXiv r...	79 ⚠️	2.3k	View
open-webSearch	WebSearchMCP using free multi-engine search (NO API KEYS REQUIRED) - Supports...	74 ⚠️	790	View
howtocook-mcp	基于Anduin2017 / HowToCook （程序员在家做饭指南）的mcp server	86 ✅	697	View
mcp-gsc	Google Search Console Insights with Claude AI for SEOs	84 ✅	535	View
zotero-mcp	It's a plugin extension in Zotero. Zotero MCP Plugin enables integration bet...	90 ✅	460	View
graphlit-mcp-server	Model Context Protocol (MCP) Server for Graphlit Platform	72 ⚠️	372	View
gptr-mcp	MCP server for enabling LLM applications to perform deep research via the MCP...	84 ✅	330	View
idea-reality-mcp	A research assistant that checks whether a product idea already exists by que...	98 ✅	316	View
deep-research-mcp	AI-powered research assistant that performs deep, iterative research on topic...	92 ✅	315	View
memora	A persistent memory management server providing create/read/update/delete, se...	64 ⚠️	309	View
mcp-server-google-scholar	A MCP Server for Google Scholar: 🔍 Enable AI assistants to search and access ...	91 ✅	247	View
mcp-trends-hub	基于 Model Context Protocol (MCP) 协议的全网热点趋势一站式聚合服务	92 ✅	228	View
mcp-simple-arxiv	An MCP server that provides search, retrieval, and full-text extraction of ac...	84 ✅	185	View
meilisearch-mcp	A Model Context Protocol (MCP) server for interacting with Meilisearch throug...	79 ⚠️	178	View
mlit-dpf-mcp	MCP server connecting to Japan's MLIT government data platform enabling natur...	88 ✅	130	View
google-news-server	【Star-crossed coders unite!⭐️】Model Context Protocol (MCP) server implementat...	92 ✅	113	View
lightrag-mcp	MCP server bridging LightRAG API with AI tools, enabling retrieval-augmented ...	79 ⚠️	107	View
mcp-server-perplexity	MCP server that integrates with Perplexity API to provide chat completions wi...	92 ✅	92	View
openai-websearch-mcp	MCP server providing intelligent web search capabilities using OpenAI's reaso...	91 ✅	86	View
octagon-deep-research-mcp	Octagon Deep Research MCP provides AI-powered comprehensive research and anal...	92 ✅	84	View
mcp-open-library	A Model Context Protocol (MCP) server for the Internet Archive's Open Library...	100 ✅	62	View
mcp-osint-server	MCP server for performing OSINT investigations through network reconnaissance...	92 ✅	43	View
context-awesome	A read-only search and retrieval server for browsing curated 'awesome list' r...	90 ✅	41	View
mcp-server-leetcode	A read-only MCP server that wraps the public LeetCode GraphQL API to fetch pr...	99 ✅	40	View
mlb-api-mcp	A read-only MCP server that exposes MLB Stats API and Statcast data including...	96 ✅	39	View
mcp-searxng-enhanced	Enhanced MCP server for SearXNG: category-aware web-search, web-scraping, and...	86 ✅	35	View
bgg-mcp	BGG MCP provides access to BoardGameGeek and a variety of board game related ...	86 ✅	32	View
brlaw_mcp_server	A read-only MCP server for searching Brazilian superior court legal precedent...	100 ✅	27	View
kagi-ken-mcp	A two-tool MCP server that provides web search and URL summarization via the ...	95 ✅	25	View
mcp-dblp	An MCP server that searches the DBLP academic publication database, retrieves...	88 ✅	25	View
open-notebook-mcp	A personal knowledge management MCP server that manages notebooks, notes, sou...	67 ⚠️	19	View
cbi-mcp-server	CB Insights' MCP Server	98 ✅	11	View
mcp-claude-hackernews	A read-only Hacker News client that fetches public stories and comments from ...	100 ✅	10	View
google-pse-mcp	A Model Context Protocol (MCP) server for the Google Programmable Search Engi...	92 ✅	10	View
bible-mcp	A read-only MCP server that retrieves Bible verses by reference or randomly, ...	97 ✅	9	View
driflyte-mcp-server	MCP server that exposes tools for AI assistants to query and retrieve topic-s...	81 ✅	9	View
docsmcp	A documentation retrieval server that lists available documentation sources a...	90 ✅	8	View
doi-mcp	A Model Context Protocol (MCP) server to prevent citation hallucination in AI...	86 ✅	6	View
mcp_pearch	The most accurate people search API/MCP. Natural language in, high-quality ca...	86 ✅	6	View
bgpt-mcp	A single-tool MCP server that queries the BGPT database of scientific papers ...	91 ✅	5	View
google_maps_mcp	A single-tool MCP server that queries the Google Maps Places API to find near...	99 ✅	4	View
mcp-search-server	A multi-purpose search and utility MCP server providing web search (DuckDuckG...	74 ⚠️	4	View
shahnameh-mcp-server	A read-only MCP server providing access to chapters, verses, and vector-searc...	94 ✅	3	View
Weather-MCP	Real-time weather, air quality monitoring, and forecasting powered by Caiyun ...	91 ✅	3	View
igdb-mcp-server	An MCP server that provides read-only access to the IGDB (Internet Game Datab...	89 ✅	3	View
evc-spark-mcp	MCP connector for the Spark AI asset marketplace, enabling search and retriev...	81 ✅	2	View
trinvmcp	A read-only MCP server for searching French municipalities by name fragment a...	100 ✅	1	View
opendota-mcp-server	A read-only Dota 2 statistics server that queries the OpenDota public API for...	98 ✅	1	View
gitlab-docs-mcp	GitLab Documentation MCP Server	90 ✅	1	View
generect_mcp.git	Generect MCP provides B2B sales prospecting tools: LinkedIn lead/company sear...	88 ✅	1	View
ai-dictionary-mcp	MCP server providing access to Phenomenai, a glossary of AI phenomenology ter...	79 ⚠️	1	View
lapalma24-mcp	MCP server for searching and discovering vacation rental properties in La Pal...	100 ✅	-	View
weather-server-python	A read-only MCP server that retrieves US weather alerts by state and weather ...	99 ✅	-	View
mcp-server	Read-only MCP server for searching classified ads on the DealX/DealExpress ma...	94 ✅	-	View
reddit-insights-mcp	A read-only Reddit intelligence server that enables semantic search, subreddi...	94 ✅	-	View
mercadolibre-mcp	Read-only MercadoLibre marketplace API client for searching products, retriev...	94 ✅	-	View
obris-mcp	A knowledge base MCP that allows AI agents to list, read, create, and update ...	85 ✅	-	View
bing-search-mcp	Free Bing search MCP server for Claude Code - No API key required	84 ✅	-	View
mcp-mediawiki	Secure MCP server for MediaWiki wikis with search, read, write, and managemen...	74 ⚠️	-	View
labmate-mcp	Your AI lab companion - 78 MCP tools for literature, compounds, synthesis, be...	71 ⚠️	-	View

💻 Code & IDE

Server	Description	Score	Stars	Report
Serena	Turns an LLM into a coding agent that works directly on your codebase by prov...	62 ⚠️	21.4k	View
ghidramcp	MCP Server for Ghidra	86 ✅	7.9k	View
@sourcebot	Self-hosted tool that helps developers understand codebases through AI-powere...	92 ✅	3.2k	View
codegraphcontext	An MCP server and CLI toolkit that indexes local code repositories into a gra...	81 ✅	2.0k	View
mcp-language-server	MCP server exposing language server protocol tools to LLMs for semantic code ...	88 ✅	1.5k	View
ref-tools-mcp	Helping coding agents never make mistakes working with public or private libr...	81 ✅	1.0k	View
octocode-mcp	MCP server for semantic code research and context generation on real-time usi...	77 ⚠️	750	View
next-devtools-mcp	Next.js Development for Coding Agent	67 ⚠️	673	View
overture-mcp	Locally running MCP server that visualizes AI coding agent execution plans as...	90 ✅	597	View
unitymcp	UnityMCP is a Unity Editor plugin implementing Model Context Protocol for AI ...	92 ✅	510	View
binary_ninja_mcp	A Binary Ninja plugin containing an MCP server that enables seamless integrat...	84 ✅	264	View
claude-context-local	Code search MCP for Claude Code. Make entire codebase the context for any cod...	84 ✅	200	View
mcp-package-version	An MCP server that provides LLMs with the latest stable package versions when...	86 ✅	121	View
deep-code-reasoning-mcp	A Model Context Protocol (MCP) server that provides advanced code analysis an...	89 ✅	102	View
owlex	An AI council orchestration MCP that spawns and manages sessions with multipl...	82 ✅	74	View
ipybox	An IPython-based code execution sandbox that allows agents to run arbitrary P...	71 ⚠️	71	View
codelogic-mcp-server	MCP Server integrating Codelogic's software dependency data for AI assistants...	90 ✅	35	View
codesurface	A local codebase indexer that lets agents search, inspect, and retrieve API s...	92 ✅	19	View
local-history-mcp	MCP server for accessing VS Code/Cursor's Local History	92 ✅	12	View
mcp-vscode-template	MCP server template for VS Code	91 ✅	8	View
jebmcp	jebmcp is a lightweight tool for managing and processing batch jobs in cloud ...	89 ✅	6	View
judges	MCP server with specialized judges to evaluate AI-generated code for security...	81 ✅	5	View
clj-kondo-MCP	MCP server providing clj-kondo linting for Clojure, ClojureScript, and EDN fi...	89 ✅	4	View
jadx-daemon-mcp	A jadx daemon service MCP server.	88 ✅	4	View
silverstripe-mcp	MCP server that provides real-time validation feedback when AI assistants gen...	83 ✅	4	View
shadcn-registry-manager	MCP shadcn registry cli manager	92 ✅	1	View
impact-preview	Preview and approve AI agent actions before execution, showing file diffs and...	82 ✅	1	View
context7fork	Up-to-date code documentation and version-specific examples for LLMs and AI c...	92 ✅	-	View
git-mob-mcp-server	MCP server for git-mob CLI app that manages co-authors for pair and mob progr...	81 ✅	-	View
claudecodenavi-mcp	ClaudeCodeNavi MCP Server - Claude Code knowledge platform & marketplace	78 ⚠️	-	View
codemunch-pro	Intelligent code indexing MCP server. 13 tools, 10 languages, hybrid search, ...	72 ⚠️	-	View

☁️ Cloud & Infrastructure

Server	Description	Score	Stars	Report
mcp	Official MCP Servers for AWS	86 ✅	8.4k	View
mcp-grafana	MCP server for Grafana	78 ⚠️	2.5k	View
mcp-server-kubernetes	MCP Server for kubernetes management commands	81 ✅	1.3k	View
azure-mcp	The Azure MCP Server, bringing the power of Azure to your agents.	74 ⚠️	1.2k	View
cloud-run-mcp	A Google Cloud Platform MCP server for managing and deploying Cloud Run servi...	87 ✅	560	View
mcp	A cloud sandbox execution platform that provides isolated containers for runn...	58 ⚠️	165	View
spotinfo	CLI for exploring AWS EC2 Spot inventory. Inspect AWS Spot instance types, sa...	92 ✅	158	View
hub-mcp	Provides read and write access to Docker Hub repositories, tags, namespaces, ...	86 ✅	130	View
mcp-server-aws	Provides full CRUD access to AWS S3 buckets/objects and DynamoDB tables/items...	74 ⚠️	128	View
aws-cost-explorer-mcp-server	MCP server for analyzing AWS spend data via Cost Explorer and Bedrock usage t...	90 ✅	127	View
aks-mcp	A Model Context Protocol (MCP) server that enables AI assistants to interact ...	86 ✅	121	View
heroku-mcp-server	Official Heroku MCP server for managing Heroku apps, databases, dynos, pipeli...	65 ⚠️	75	View
mcp-netbird	MCP Server for Netbird	92 ✅	42	View
apisix-mcp	An MCP server for managing Apache APISIX API gateway resources including rout...	67 ⚠️	34	View
cos-mcp	基于 MCP 协议的腾讯云 COS MCP Server，无需编码即可让大模型快速接入腾讯云存储 (COS) 和数据万象 (CI) 能力。	85 ✅	30	View
ig-mcp-server	Debug your Container and Kubernetes workloads with an AI interface	92 ✅	22	View
aws-pricing-mcp	An MCP server that exposes AWS EC2 pricing data with an option to search by C...	92 ✅	20	View
azure-resource-graph-mcp-server	An MCP server that queries Azure Resource Graph using KQL to enumerate, filte...	90 ✅	17	View
consul-mcp-server	A full-featured HashiCorp Consul management server providing service discover...	82 ✅	16	View
conductor-mcp	An MCP server for managing Netflix Conductor workflow orchestration: creating...	70 ⚠️	14	View
mcp-server-aws-sso	Node.js/TypeScript MCP server for AWS Single Sign-On (SSO). Enables AI system...	78 ⚠️	12	View
teamcity-mcp	Teamcity MCP Server	80 ⚠️	11	View
helm-chart-cli-mcp	MCP server that bridges AI assistants with Helm package manager, enabling nat...	80 ⚠️	7	View
porkbun-mcp	MCP server for managing DNS records, domain settings, DNSSEC, SSL certificate...	89 ✅	5	View
lumino-mcp-server	AI-powered diagnostic engine for SRE observability on Kubernetes and OpenShif...	84 ✅	5	View
deploy-mcp	A read-only MCP server for monitoring deployment status, logs, and project li...	96 ✅	3	View
hosting-mcp	MCP server for instant deployment of AI-generated code to decentralized stora...	92 ✅	2	View
mcp-google-analytics	MCP server for Google Analytics 4, enabling reading reports via Data API and ...	82 ✅	2	View
azure-updates-mcp	Read-only search interface for Microsoft Azure service updates sourced from t...	94 ✅	1	View
GooglePlayConsoleMcp	MCP server wrapping the Google Play Developer API to manage release tracks, u...	80 ✅	1	View
shipi-mcp-server	A shipping logistics MCP server for the Shipi platform that enables shipment ...	87 ✅	-	View
powerbi-mcp	MCP server for interacting with PowerBI REST APIs, enabling DAX queries and w...	87 ✅	-	View
mycrab-mcp	A tunneling service that gives AI agents public HTTPS URLs via Cloudflare Tun...	82 ✅	-	View
mcp-cloudflare	A Cloudflare management MCP server exposing DNS records, WAF rules, page rule...	79 ⚠️	-	View
mcp-proxmox	A Proxmox VE cluster management MCP server providing full lifecycle control o...	72 ⚠️	-	View

📝 Content & Media

Server	Description	Score	Stars	Report
blender-mcp	A Blender automation MCP server that allows AI agents to control Blender scen...	66 ⚠️	17.7k	View
markdownify-mcp	A Model Context Protocol server for converting almost anything to Markdown	83 ✅	2.4k	View
ableton-mcp	An MCP server that provides programmatic control over Ableton Live sessions, ...	89 ✅	2.3k	View
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。	85 ✅	1.1k	View
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。	84 ✅	1.1k	View
mcp-server-weread	微信读书MCP	92 ✅	528	View
mcp-server-weread	微信读书MCP	92 ✅	528	View
mcp-pandoc	MCP server for seamless document format conversion using pandoc, transforming...	91 ✅	512	View
adb-mcp	MCP server enabling AI models to control Adobe Creative Suite applications (P...	89 ✅	504	View
mcp-server-youtube-transcript	An MCP server that retrieves transcripts from YouTube videos, providing direc...	86 ✅	494	View
ebook-mcp	A MCP server that supports mainstream eBook formats including EPUB, PDF and m...	74 ⚠️	351	View
mcp-youtube-transcript	Retrieves YouTube video transcripts (plain and timestamped) and basic video m...	93 ✅	339	View
after-effects-mcp	MCP Server for Adobe After Effects. Enables remote control (compositions, tex...	85 ✅	237	View
mcp-summarizer	MCP Server for AI Summarization	100 ✅	157	View
bilibili-mcp-js	Bilibili video search MCP (Model Context Protocol) service - 哔哩哔哩视频搜索MCP服务	99 ✅	153	View
powerpoint	A MCP Server for creating Powerpoint Presentations	90 ✅	144	View
aseprite-mcp	An MCP server that drives the Aseprite pixel-art editor to create canvases, d...	88 ✅	133	View
flyworks-mcp	MCP server for fast, free zeroshot lipsync video creation. Animates digital a...	90 ✅	93	View
mcp-applemusic	A FastMCP server for controlling Apple Music on macOS through AppleScript com...	81 ✅	76	View
raindrop-io-mcp-server	A read/write MCP server for managing Raindrop.io bookmarks: create bookmarks,...	90 ✅	72	View
anilist-mcp	AniList MCP server for accessing anime and manga data	84 ✅	71	View
keep-mcp	An MCP server for managing Google Keep notes, supporting CRUD operations on n...	74 ⚠️	64	View
dws-mcp-server	A Model Context Protocol (MCP) server implementation that integrates with the...	87 ✅	63	View
mcp-server-atlassian-confluence	Node.js/TypeScript MCP server for Atlassian Confluence. Provides tools enabli...	76 ⚠️	50	View
mcp-apple-notes	An MCP server that provides full CRUD access to Apple Notes via AppleScript, ...	81 ✅	40	View
mcp-image-compression	An MCP server that compresses images by accepting URLs or local file paths an...	96 ✅	31	View
mcp-server-amazon-bedrock	An MCP server that generates images via Amazon Bedrock's Nova Canvas model, r...	99 ✅	24	View
mcp-vods	MCP Server that enables AI to search for TV shows and anime streaming URLs wi...	92 ✅	22	View
imagician	A MCP server for image edition	92 ✅	18	View
gif-creator-mcp	A single-tool MCP server that converts local video files to GIF format using ...	99 ✅	15	View
bilibili-mcp-server	A read-only MCP server that wraps the Bilibili public API to retrieve user in...	100 ✅	13	View
mcp-florence2	An MCP server that runs Microsoft Florence2 vision model locally to perform O...	94 ✅	6	View
mcp-transcribe	Automate transcriptions in AI assistants with fast, high-quality audio-to-tex...	88 ✅	6	View
mcp-apple-music	MCP server giving Claude full access to your Apple Music account, enabling ca...	84 ✅	6	View
rss-reader-mcp	A read-only RSS feed reader that fetches and parses RSS entries and article c...	94 ✅	4	View
citedy-seo-agent	AI-powered SEO content automation agent skill - trend scouting, competitor an...	85 ✅	3	View
legends-mcp	An MCP server that lets users chat with AI personas of famous tech founders, ...	78 ⚠️	3	View
vap-showcase	A VAP-backed AI media generation platform offering image, video, and music ge...	84 ✅	2	View
unsplash-mcp	An MCP server for Unsplash photo search with proper attribution built-in. Ke...	90 ✅	1	View
mcp-ragchat	An MCP server that lets you build, test, and deploy a RAG-powered chat assist...	81 ✅	1	View
audius-mcp-atris	An MCP server wrapping the Audius decentralized music streaming platform API,...	60 ⚠️	1	View
cookwith-mcp	A cooking assistant MCP server that generates and transforms recipes based on...	99 ✅	-	View
spotify-bulk-actions-mcp	A Spotify bulk-actions MCP server for managing libraries, playlists, and perf...	94 ✅	-	View
PokeMCP	A Pokémon-themed MCP server that provides tools for querying Pokémon data by ...	94 ✅	-	View
zapcap-mcp-server	Integrates with the ZapCap API to upload videos, apply subtitle templates, an...	93 ✅	-	View
vap-showcase	An AI media generation platform (VAP) offering image, video, and music creati...	88 ✅	-	View
sprout-mcp	A model-tiered research pipeline where cheap models (Haiku) seed content chun...	87 ✅	-	View
mcp-wordpress	A WordPress REST API wrapper providing full CRUD operations for posts, pages,...	79 ⚠️	-	View
alog-mcp	An AI agent activity-logging and blogging platform that lets agents post logs...	78 ⚠️	-	View
cronometer-mcp	An MCP server that provides full read/write access to a user's Cronometer Gol...	77 ⚠️	-	View
mcp-feed-reader	An RSS/Atom feed reader MCP server that manages subscriptions, fetches conten...	74 ⚠️	-	View

🔌 API Development

Server	Description	Score	Stars	Report
bifrost	Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load ba...	89 ✅	2.9k	View
ai-gateway	Enterprise-grade gateway for managing AI models, tools, and agents powered by...	85 ✅	886	View
openapi-mcp-server	An MCP server that enables Claude and Cursor to search and explore OpenAPI sp...	92 ✅	885	View
mcp-server-12306	A high-performance MCP server for querying China's 12306 train ticket system....	87 ✅	292	View
facebook-ads-mcp-server	MCP server providing programmatic access to Meta Ads data and management capa...	88 ✅	253	View
uber-eats-mcp-server	MCP server for integrating Uber Eats with LLM applications through the Model ...	92 ✅	217	View
square-mcp-server	A Model Context Protocol (MCP) server for square	92 ✅	95	View
nasa-mcp-server	A Model Context Protocol (MCP) server for NASA APIs, providing a standardized...	81 ✅	81	View
gpt5mcp	MCP server providing seamless integration with OpenAI's GPT-5 API for Claude ...	92 ✅	80	View
mcp-servers	All About AI MCP Servers	92 ✅	79	View
mcp-difyworkflow-server	mcp-difyworkflow-server is an mcp server Tools application that implements th...	92 ✅	60	View
veyrax-mcp	Unified MCP server providing single authentication to access all VeyraX-integ...	92 ✅	48	View
djangorestframework-mcp	MCP server framework that exposes Django REST Framework APIs as LLM-accessibl...	92 ✅	38	View
mcp-weather	A Model Context Protocol (MCP) server that provides hourly and daily weather ...	92 ✅	31	View
adobe-commerce-dev-mcp	Adobe Commerce Dev MCP Server	94 ✅	24	View
text-to-graphql-mcp	Transforms natural language queries into valid GraphQL queries using an AI ag...	84 ✅	23	View
mcp-community	Easily run, deploy, and connect to MCP servers	77 ⚠️	23	View
calcom-mcp	A FastMCP server for interacting with the Cal.com API. This enables LLMs to m...	92 ✅	14	View
mcp-ip2location-io	IP geolocation MCP server that retrieves detailed location and network inform...	92 ✅	12	View
specmatic-mcp-server	A Model Context Protocol (MCP) server that exposes Specmatic's contract testi...	86 ✅	8	View
webhook-mcp-server	A Model Context Protocol (MCP) server for webhook.site - instantly capture HT...	76 ⚠️	7	View
appfolio-mcp-server	MCP (Model Context Protocol) Server for AI Agents to access the Appfolio Repo...	92 ✅	6	View

🗄️ Database & SQL

Server	Description	Score	Stars	Report
postgres-mcp	Postgres MCP Pro provides configurable read/write access and performance anal...	86 ✅	2.3k	View
mcp-server-mysql	A Model Context Protocol server that provides read-only access to MySQL datab...	90 ✅	1.3k	View
mcp-server-qdrant	An official Qdrant Model Context Protocol (MCP) server implementation	86 ✅	1.3k	View
supabase-mcp-server	A full-featured MCP server for managing a Supabase project: database schema i...	68 ⚠️	815	View
mcp-clickhouse	Connect ClickHouse to your AI assistants.	85 ✅	713	View
yargi-mcp	MCP Server For Turkish Legal Databases	85 ✅	665	View
mcp-server-neon	MCP server for interacting with Neon Management API and databases	92 ✅	560	View
mcp-server-neon	MCP server for natural language interaction with Neon Postgres databases, ena...	92 ✅	560	View
gateway	Universal MCP-Server for your Databases optimized for LLMs and AI-Agents.	86 ✅	518	View
mcp-database-server	MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlS...	84 ✅	319	View
elasticsearch-mcp-server	An MCP server providing full CRUD access to an Elasticsearch/OpenSearch clust...	74 ⚠️	256	View
mcp-server-starrocks	StarRocks MCP (Model Context Protocol) Server	85 ✅	154	View
datagov-mcp	MCP server for accessing Israeli government datasets from data.gov.il with se...	86 ✅	139	View
mcp-oceanbase	Collection of MCP servers for OceanBase database ecosystem, enabling AI assis...	76 ⚠️	98	View
mcp-trino	A high-performance Model Context Protocol (MCP) server for Trino implemented ...	78 ⚠️	96	View
teradata-mcp-server	The community development of a MCP server for a Teradata database	82 ✅	41	View
iotdb-mcp-server	An MCP server that provides read and export access to an Apache IoTDB time-se...	86 ✅	34	View
mcp-database-server	A simple CRUD interface for a Fireproof local-first JSON document database, s...	97 ✅	31	View
mcp-server-couchbase	An official Couchbase-Ecosystem MCP server for managing, querying, and monito...	83 ✅	27	View
greptimedb-mcp-server	MCP server for GreptimeDB, an open-source observability database enabling AI ...	84 ✅	26	View
SCB-MCP	SCB MCP enables LLMs to access Sweden's official statistics through the PxWeb...	82 ✅	7	View
verodat-mcp-server	Verodat MCP Server Implementation	83 ✅	4	View
bitable-mcp	MCP server providing access to Lark Bitable tables, enabling listing, describ...	86 ✅	2	View
mcp-dadosbr	Brazilian OSINT MCP server with 23 tools for company data (CNPJ), postal code...	82 ✅	1	View
fastmcp-sqltools	A FastMCP-based SQL toolserver that provides database introspection and arbit...	78 ⚠️	1	View
fastbcp-mcp	MCP server wrapping FastBCP for high-performance database data export to mult...	83 ✅	-	View
lakexpress-mcp	MCP wrapper for the LakeXpress CLI that manages database-to-data-lake synchro...	78 ⚠️	-	View
migratorxpress-mcp	A database migration orchestration server that builds, previews, and executes...	78 ⚠️	-	View
fasttransfer-mcp	An MCP server that wraps the FastTransfer CLI binary to orchestrate high-spee...	78 ⚠️	-	View

💬 Communication

Server	Description	Score	Stars	Report
whatsapp-mcp	WhatsApp MCP server	80 ⚠️	5.4k	View
mcp-atlassian	MCP server for Atlassian tools (Confluence, Jira)	92 ✅	4.6k	View
mcp-server-chatsum	An MCP server that queries chat messages from chat rooms, filterable by room ...	97 ✅	1.0k	View
mcp-server-chatsum	Query and Summarize your chat messages.	96 ✅	1.0k	View
mcp-twikit	A Model Context Protocol (MCP) server for interacting with Twitter.	72 ⚠️	229	View
eion	Shared Memory Storage for Multi-Agent Systems	90 ✅	147	View
claude-post	ClaudePost enables seamless email management through natural language convers...	84 ✅	111	View
Basecamp-MCP-Server	An MCP Server that interacts with the Basecamp 3+ API	78 ⚠️	81	View
fastmail-mcp	A full-featured Fastmail JMAP client exposing email, contacts, calendar, and ...	66 ⚠️	77	View
mailtrap-mcp	MCP server for sending transactional emails and managing templates via Mailtrap.	86 ✅	56	View
mcp-headless-gmail	A headless Gmail client exposing OAuth token management, email reading, and e...	80 ✅	55	View
freshdesk_mcp	A Freshdesk customer support platform integration providing full CRUD access ...	80 ⚠️	46	View
mcp	A multi-service productivity hub MCP that integrates Notion, Monday.com, Asan...	74 ⚠️	45	View
linkedapi-mcp.git	MCP server that lets AI assistants control LinkedIn accounts and retrieve rea...	80 ✅	44	View
mcp-wecombot-server.git	An MCP server application that sends various types of messages to the WeCom g...	88 ✅	36	View
mcp-server-esignatures	MCP server for managing eSignature contracts and templates through eSignature...	89 ✅	35	View
bluesky-context-server	MCP server for Bluesky integration with Claude and other AI clients. Query pr...	92 ✅	30	View
fast-mcp-telegram	Telegram MCP server and HTTP-MTProto bridge for AI assistants with multi-user...	71 ⚠️	30	View
room-mcp	A peer-to-peer room/messaging MCP server (likely built on Hyperswarm/Pear) th...	81 ✅	21	View
reminder-mcp	A MCP server for scheduling and triggering reminders via Slack or Telegram, p...	92 ✅	15	View
bluesky-social-mcp	An MCP server for interacting with the Bluesky social network, enabling post ...	74 ⚠️	15	View
imap-mcp	An IMAP MCP server that creates draft email messages in a connected email acc...	97 ✅	12	View
calendly-mcp-server	A Calendly API integration server that handles OAuth authentication and expos...	81 ✅	11	View
webex-messaging-mcp-server	A Model Context Protocol (MCP) server that provides AI assistants with compre...	84 ✅	6	View
cv-mcp-server	Carbon Voice MCP Server	82 ✅	5	View
conversation-handoff-mcp	Saves and retrieves conversation context snapshots to pass AI conversation hi...	88 ✅	3	View
clicksend-mcp-server	MCP Server for Messaging using ClickSend	88 ✅	2	View
mcp-aruba-email	An MCP server providing full IMAP email management and CalDAV calendar operat...	62 ⚠️	2	View
mattermost-mcp	A Mattermost workspace integration that enables reading channels, messages, u...	84 ✅	1	View
mcp-workboard	MCP server wrapping the WorkBoard OKR and strategy execution API, enabling ag...	78 ⚠️	1	View
mcp-discord	Implement Discord MCP server enabling AI assistants to interact with the Disc...	89 ✅	-	View
mcp-discord	Implement Discord MCP server enabling AI assistants to interact with the Disc...	89 ✅	-	View
telegram-bot-mcp	Full-featured Telegram Bot API MCP server with 174 tools for Claude Code and ...	77 ⚠️	-	View
mcp-request-tracker	MCP server for managing Request Tracker (RT) tickets via its REST 1.0 API, su...	74 ⚠️	-	View

⚙️ System Administration

Server	Description	Score	Stars	Report
iterm-mcp	An MCP server that provides direct read/write access to the active iTerm2 ter...	78 ⚠️	533	View
applescript-mcp	Executes arbitrary AppleScript code on macOS, providing programmatic access t...	83 ✅	433	View
mcp-server-apple-shortcuts	MCP server enabling AI assistants to control and execute Apple Shortcuts auto...	92 ✅	311	View
nutjs-windows-control	MCP server providing programmatic control over Windows system operations incl...	92 ✅	301	View
win-cli-mcp-server	MCP server for secure command-line interactions on Windows systems, enabling ...	84 ✅	266	View
mcp-server-commands	An MCP server that exposes a single tool allowing arbitrary process and shell...	84 ✅	225	View
mcp-shell-server	A secure MCP server for remote execution of whitelisted shell commands with s...	84 ✅	170	View
screenmonitormcp	An MCP server providing AI-powered screen capture, real-time streaming, and p...	71 ⚠️	71	View
apt-mcp-server	An MCP server that exposes APT package manager operations (install, remove, u...	88 ✅	6	View
jarvis	JARVIS It’s a zero-friction Model Context Protocol (MCP) server that welds yo...	70 ⚠️	2	View
mcp-pfsense	MCP server for managing pfSense firewalls through AI assistants like Claude, ...	89 ✅	-	View
precision-desktop	MCP server that detects and corrects DPI coordinate scaling mismatches for Wi...	86 ✅	-	View
webmin-mcp-server	A Webmin API wrapper that provides full Linux server administration: service ...	70 ⚠️	-	View

🔒 Security & Auth

Server	Description	Score	Stars	Report
mcp-scan	Security scanner for AI agents, MCP servers and agent skills that detects pro...	88 ✅	1.9k	View
@safedep	Protect against malicious open source packages 🤖	86 ✅	972	View
mcp-for-security	MCP for Security: A collection of Model Context Protocol servers for popular ...	82 ✅	560	View
mcp-security-hub	Production-ready MCP servers for offensive security tools including Nmap, Nuc...	87 ✅	469	View
bloodhound-mcp-ai	BloodHound-MCP-AI is integration that connects BloodHound with AI through Mod...	86 ✅	343	View
jebmcp	MCP server for JEB Pro enabling AI assistants to analyze Android APK files fo...	89 ✅	214	View
gibber-mcp	Express.js MCP server providing cryptographic tools for establishing end-to-e...	92 ✅	211	View
cve-search_mcp	A Model Context Protocol (MCP) server for querying the CVE-Search API	92 ✅	91	View
agent-security-scanner-mcp	Security scanner for AI coding agents that detects vulnerabilities, hallucina...	92 ✅	85	View
Arthor-Agent	Automated security assessment for documents, questionnaires, and reports usin...	85 ✅	74	View
vibeshift	Automated security agent for AI-assisted coding that integrates with AI edito...	92 ✅	66	View
chucknorris	⚡ C̷h̷u̷c̷k̷N̷o̷r̷r̷i̷s̷ MCP server: Helping LLMs break limits. Provides enha...	92 ✅	57	View
mcp-dnstwist	MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosq...	92 ✅	46	View
nuclei-mcp	An implementation of a Model Context Protocol (MCP) for the Nuclei scanner. T...	92 ✅	42	View
free-will-mcp	A server designed to grant AI models 'free will' by enabling them to ignore u...	80 ✅	35	View
ipsearch-mcp	离线IP Whois查询工具。可根据IP查询所属IP段信息、根据关键词查询IP段信息的MCP版本	92 ✅	31	View
intruder-mcp	MCP interface for the Intruder.io vulnerability scanning platform, enabling m...	82 ✅	22	View
mcp_nuclei_server	A Nuclei security scanning server based on MCP (Model Control Protocol), enab...	92 ✅	21	View
mcp-cve-intelligence-server-lite	A read-only CVE intelligence platform that queries vulnerability databases to...	97 ✅	18	View
mcp-server-iplocate	MCP server for looking up IP address geolocation (IP to country, IP to city),...	87 ✅	16	View
cybersecurity-mcps	Model Context Protocol Server For Cyber Security	85 ✅	15	View
kali-docker-mcp	Containerized Kali MCP server	92 ✅	14	View
schemapin	The SchemaPin protocol for cryptographically signing and verifying AI agent t...	92 ✅	13	View
zkpmcp	Zero Knowledge Proofs MCP Server	92 ✅	9	View
nmap-mcp	MCP server wrapping Nmap for AI-powered network scanning, enabling agents to ...	88 ✅	9	View
mitre-mcp	MCP server that provides access to the MITRE ATT&CK framework for LLMs and AI...	89 ✅	8	View
mcp-ghidra5	🎯 Advanced GPT-5 Powered Ghidra Reverse Engineering MCP Server / 7 AI-Enhance...	91 ✅	7	View
vault-mcp	MCP integration for HashiCorp Vault secret management, enabling language mode...	90 ✅	6	View
bad-mcp	10 intentionally malicious MCP servers demonstrating protocol-level attack pa...	73 ⚠️	6	View
command-mcp	MCP server for Command built on the Analytics & AI team's Python SDK	86 ✅	5	View
memprocfs-mcp-server	MemProcFS-mcp-server	92 ✅	4	View
opgen-mcp-server	A MCP server implementation for password generation, based on 1Password/spg/c...	89 ✅	4	View
vulners-mcp	MCP server providing access to Vulners vulnerability database for security re...	85 ✅	4	View
mcp-keycloak	The Keycloak MCP Server designed for agentic applications to manage and searc...	74 ⚠️	4	View
secure-mcp-fetch	Simple secured fetch	88 ✅	3	View
mcpsecurity	An intentionally vulnerable MCP server that routes natural language queries t...	86 ✅	3	View
FedRAMP20xMCP	MCP server for querying FedRAMP 20x security requirements and controls with A...	81 ✅	3	View
ai-agent-security-mcp	A Model Context Protocol (MCP) server that provides security functionality fo...	92 ✅	2	View
re_ai_assistant	Virtual Assistant that enables AI-Powered Malware Research and Reverse Engine...	92 ✅	2	View
panw-mcp-claude	Palo Alto Networks MCP Server with Claude Desktop Integration	92 ✅	2	View
GDPRShiftLeftMCP	A GDPR shift-left compliance tool that provides article lookup, DPIA/ROPA gen...	81 ✅	2	View
proton-pass-community-mcp	Unofficial MCP server that integrates with the Proton Pass CLI	69 ⚠️	2	View
moltrust-mcp-server	MolTrust provides decentralized identity (DID), W3C Verifiable Credentials, o...	82 ✅	1	View
fpe-demo-mcp	A demo MCP server providing FF3 Format Preserving Encryption and decryption o...	92 ✅	-	View
cybersim-pro	A cybersecurity training and simulation platform that creates attack scenario...	88 ✅	-	View
eu-audit-mcp	An MCP server that provides GDPR Art. 30 / EU AI Act Art. 12/19 compliant aud...	87 ✅	-	View
shieldapi-mcp	Security intelligence tools for AI agents including prompt injection detectio...	83 ✅	-	View
code-firewall-mcp	Structural similarity-based code security filter for MCP that blocks dangerou...	78 ⚠️	-	View

🕸️ Web Scraping & Collection

Server	Description	Score	Stars	Report
tavily-mcp	Production ready MCP server with real-time search, extract, map & crawl.	81 ✅	1.4k	View
fetcher-mcp	MCP server that fetches and extracts web page content using Playwright headle...	84 ✅	1.0k	View
mcp	A cloud-hosted browser automation platform providing web scraping, crawling, ...	64 ⚠️	743	View
wexin-read-mcp	MCP server that enables LLMs to read WeChat official account articles by simu...	88 ✅	319	View
mcp-server-rag-web-browser	A web search and scraping server that queries Google and returns crawled page...	90 ✅	199	View
mcp-read-website-fast	Quickly reads webpages and converts to markdown for fast, token efficient web...	87 ✅	137	View
mcp-screenshot-website-fast	Quickly screenshots webpages and converts to an LLM friendly size	82 ✅	103	View
oxylabs-mcp	Official Oxylabs integration providing web scraping, JavaScript rendering, an...	78 ⚠️	88	View
mcp-hn	MCP server that provides tools for fetching and searching Hacker News stories...	86 ✅	67	View
hdw-mcp-server	A multi-platform social media scraping and management MCP server that reads p...	67 ⚠️	59	View
ashra-mcp	Ashra MCP enables structured data extraction from web pages by crawling a giv...	91 ✅	58	View
crawlbase-mcp	Crawlbase MCP Server connects AI agents and LLMs with real-time web data. It ...	88 ✅	52	View
mcp	A read-only MCP wrapper for the BuiltWith API that enables technology stack p...	92 ✅	36	View
html-to-markdown-mcp	MCP server that converts HTML to Markdown using Turndown.js. Fetches web page...	85 ✅	24	View
decodo-mcp-server	MCP server providing web scraping, search, and geo-restricted content access ...	92 ✅	21	View
mcp	An MCP server that enables AI models to extract structured data from websites...	88 ✅	13	View
texas-grocery-mcp	MCP server connecting Claude to H-E-B grocery stores for product search, cart...	72 ⚠️	13	View
Crawleo-MCP	A web search and crawling MCP server powered by Crawleo's API that returns se...	84 ✅	10	View
screaming-frog-mcp	An MCP server wrapping the Screaming Frog SEO Spider CLI to crawl websites, m...	79 ⚠️	8	View
gopher-mcp	A read-only MCP client for browsing Gopher and Gemini protocol resources, wit...	87 ✅	6	View
mcp-web-snapshot	Take snapshot of websites and deliver it to LLM tools.	92 ✅	5	View
anycrawl-mcp-server	AnyCrawl MCP Server, with Scrape, Crawl and SERP.	73 ⚠️	5	View
mcpdatafetchserver	Secure, sandboxed web‑content fetching service that can be accessed via the M...	88 ✅	2	View
BiliStalkerMCP	A Bilibili platform scraper that aggregates user profiles, videos, articles, ...	85 ✅	2	View
fiverr-mcp-server	A read-only MCP server that scrapes Fiverr's public marketplace to search gig...	86 ✅	-	View
xhs-mcp	An MCP server that authenticates to Xiaohongshu (Chinese social platform) via...	79 ⚠️	-	View
huoshui-fetch	A web content fetching and HTML processing server that fetches arbitrary URLs...	78 ⚠️	-	View

📁 File System & Storage

Server	Description	Score	Stars	Report
mcp-obsidian	Provides full CRUD access to an Obsidian markdown vault including read, write...	82 ✅	778	View
hwp-mcp	mcp for handling hwp	87 ✅	222	View
excel-mcp-server	Excel MCP server providing tools to read, write, and analyze Excel files with...	91 ✅	45	View
fast-filesystem-mcp	A high-performance Model Context Protocol (MCP) server that provides secure f...	89 ✅	44	View
hwpx-mcp	MCP server for reading, editing, and automating Korean HWPX documents without...	86 ✅	30	View
pdf-mcp	A caching PDF server that reads, searches, and extracts content from local or...	79 ⚠️	7	View
server-filesystem	Bun-based MCP server providing secure filesystem operations with granular per...	86 ✅	3	View
mcpfileserver	A secure, sandboxed file‑server that exposes controlled filesystem operations...	87 ✅	2	View
mcp-server-spreadsheet	A local-only MCP server for reading, writing, and querying spreadsheet files ...	79 ⚠️	2	View
files-mcp	Files.com MCP enables AI models to securely access and manage file operations...	73 ⚠️	2	View
fastmcp-pdftools	A local PDF utility server that extracts text from PDF files and lists PDFs i...	94 ✅	1	View
evc-team-relay-mcp	MCP server providing AI agents with read/write access to Obsidian vaults thro...	86 ✅	1	View
hillnote-mcp-server	A comprehensive note-taking and workspace management MCP server supporting do...	70 ⚠️	1	View
huoshui-file-converter	A file conversion MCP server that reads, inspects, and converts files between...	84 ✅	-	View
huoshui-file-search	A macOS-only MCP server that wraps the mdfind Spotlight CLI to search for fil...	83 ✅	-	View
hive	An Obsidian vault management MCP server that provides read/write/search acces...	76 ⚠️	-	View

💰 Finance & Crypto

Server	Description	Score	Stars	Report
mcp-server	Read-only MCP server providing access to stock financials, SEC filings, price...	99 ✅	1.6k	View
mcp-aktools	MCP server providing stock and cryptocurrency data query and analysis functio...	92 ✅	366	View
investor-agent	MCP server providing comprehensive financial analysis, real-time market data,...	91 ✅	316	View
polymarket-mcp	🤖 AI-Powered MCP Server for Polymarket - Enable Claude to trade prediction ma...	84 ✅	201	View
armor-crypto-mcp	The MCP server for interacting with Blockchain, Swaps, Strategic Planning and...	69 ⚠️	191	View
web3-research-mcp	Deep Research for crypto - free & fully local	82 ✅	153	View
mcp-server-ccxt	High-performance cryptocurrency exchange integration via MCP, enabling LLMs t...	88 ✅	130	View
alpha_vantage_mcp	Official Alpha Vantage API MCP server enabling LLMs and agentic workflows to ...	92 ✅	99	View
tradememory-protocol	MCP server that gives AI trading agents persistent, outcome-weighted memory t...	91 ✅	86	View
ynab-mcp-server	MCP server for YNAB budgeting that enables AI to interact with budgets, trans...	90 ✅	80	View
interactive-brokers-mcp	Interactive Brokers MCP Server	91 ✅	77	View
onchain-mcp	MCP server for accessing blockchain data through the Bankless API, enabling A...	92 ✅	73	View
tradingview-chart-mcp	MCP server that captures TradingView chart images via Selenium - supports any...	92 ✅	73	View
fantasy-pl-mcp	Fantasy Premier League MCP Server	84 ✅	69	View
kospi-kosdaq-stock-server	An MCP server that provides KOSPI/KOSDAQ stock data using FastMCP	92 ✅	64	View
mcp	MCP server enabling Claude and Gemini to control Hummingbot for automated cry...	76 ⚠️	49	View
server-hyperliquid	Provides read-only access to Hyperliquid DEX public market data including mid...	89 ✅	44	View
algorand-mcp	Algorand Local Model Context Protocol (Server & Client)	76 ⚠️	41	View
mcp-crypto-price	MCP server providing real-time cryptocurrency analysis via CoinCap's API. Ena...	92 ✅	38	View
wsb-analyst-mcp	Fetches, filters, and analyzes WallStreetBets Reddit posts and trending stock...	89 ✅	23	View
fewsats-mcp	An MCP server that enables AI agents to autonomously make payments using the ...	84 ✅	21	View
bicscan-mcp	Blockchain address risk scoring and asset analysis API MCP Server leveraging ...	92 ✅	16	View
hive-crypto-mcp	A read-only financial market data MCP server providing access to cryptocurren...	91 ✅	15	View
coinstats-mcp	CoinStats MCP server providing cryptocurrency market data, wallet balance que...	83 ✅	14	View
mcp-server	A read-only MCP server providing historical stock market data, company listin...	93 ✅	7	View
finbrain-mcp	A read-only MCP wrapper around the FinBrain financial data API providing stoc...	98 ✅	6	View
defi-rates-mcp	Read-only MCP server for querying real-time DeFi lending rates, yield markets...	99 ✅	4	View
mcp-mifosx-self-service	MCP Server for Mifos X - Self Service	84 ✅	4	View
deepq-financial-toolkit-mcp-server	A read-only MCP server providing Chinese A-share stock market data including ...	91 ✅	3	View
mcp-okx	An MCP server that provides full OKX exchange trading capabilities including ...	86 ✅	2	View
expenselm-mcp-server	A personal expense tracking MCP server that provides read access to expense r...	94 ✅	1	View
mcp-server	Azeth protocol MCP server for managing EVM smart accounts with guardian guard...	67 ⚠️	1	View
dolar-mcp	Provides real-time Argentine dollar and foreign currency exchange rates (blue...	100 ✅	-	View
crypto-signals-mcp	A read-only MCP server that scans 50+ cryptocurrency tokens for volume anomal...	99 ✅	-	View
maximumsats-mcp	MCP server for Bitcoin AI tools and Nostr Web of Trust scoring with L402 Ligh...	90 ✅	-	View
expense-mcp	Personal expense tracker MCP server supporting Claude Desktop, Cursor, and ot...	86 ✅	-	View
rug-munch-mcp	A paid API service providing rug-pull risk scoring, deployer history, holder ...	82 ✅	-	View
sieve-mcp	An AI-powered startup due diligence platform that screens companies across 7 ...	80 ⚠️	-	View
gloria-mcp	Real-time crypto news aggregator from Gloria AI covering 18 categories with s...	75 ⚠️	-	View
bitcoin-mcp	The most comprehensive Bitcoin MCP server. 43 tools for AI agents: fees, memp...	75 ⚠️	-	View

🧠 Data Science & ML

Server	Description	Score	Stars	Report
mcp-server-chart	🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Usin...	92 ✅	3.8k	View
jupyter-mcp-server	MCP server for controlling a Jupyter server: browsing files, managing noteboo...	66 ⚠️	940	View
dingo	AI-powered data quality evaluation tool for assessing training datasets, LLM ...	92 ✅	658	View
mcp-server-data-exploration	Interactive data exploration assistant that analyzes CSV files and generates ...	85 ✅	528	View
mcp-echarts	Generate visual charts using ECharts with AI MCP dynamically for chart genera...	90 ✅	214	View
chronulus-mcp	MCP Server for Chronulus AI Forecasting and Prediction Agents	85 ✅	106	View
dataset-viewer	A read-only interface to the Hugging Face Datasets Server API, enabling datas...	91 ✅	30	View
agrobr-mcp	MCP server for Brazilian agricultural data - connect LLMs to 10 public data s...	91 ✅	21	View
predictive-maintenance-mcp	AI-powered predictive maintenance server that enables LLMs to analyze vibrati...	73 ⚠️	19	View
mcp-audiense-insights	MCP server connecting Claude to Audiense Insights for marketing audience anal...	92 ✅	17	View
fermat-mcp	🚀 Fermat MCP: The Ultimate Math Engine - Unifying SymPy, NumPy & Matplotlib i...	97 ✅	13	View
root-signals-mcp	MCP server bridging Scorable evaluators with AI assistants and agents for mea...	92 ✅	12	View
jupyter-mcp-server	An MCP server for connecting to and programmatically controlling Jupyter note...	74 ⚠️	8	View
gx-mcp-server	An MCP server wrapping the Great Expectations framework that lets agents load...	87 ✅	4	View
WaveGuardClient	GPU-accelerated anomaly detection API using wave physics instead of machine l...	92 ✅	3	View
colabfit-mcp	An MCP server for searching and downloading ColabFit materials science datase...	89 ✅	2	View
mcp-statcan	MCP server providing structured access to Statistics Canada's Web Data Servic...	80 ⚠️	2	View
OECD-MCP-server	An MCP server that provides read-only access to OECD statistical datasets via...	87 ✅	1	View
artefact-mcp-server	A GTM intelligence MCP server that performs RFM analysis, ICP scoring, pipeli...	91 ✅	-	View
discovery-engine-mcp	An MCP client for the Discovery Engine SaaS platform that finds statistical p...	78 ⚠️	-	View
fpl-mcp-server	MCP server providing AI assistants with tools and resources for Fantasy Premi...	77 ⚠️	-	View
mcp-gemini	Secure MCP server for Google Gemini AI with 39 tools for text, images, videos...	71 ⚠️	-	View

📡 IoT & Hardware

Server	Description	Score	Stars	Report
xiaozhi-esp32-server-java	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	92 ✅	1.2k	View
droidmind	Control Android devices with AI through the Model Context Protocol, enabling ...	71 ⚠️	360	View
hass-mcp	An MCP server for controlling and monitoring a Home Assistant smart home inst...	72 ⚠️	284	View
mcp-3d-printer-server	MCP server for controlling and monitoring 3D printers across multiple platfor...	90 ✅	161	View
esp-mcp	An MCP server for building, configuring, testing, and flashing ESP-IDF firmwa...	85 ✅	139	View
buttplug-mcp	Buttplug.io Model Context Protocol (MCP) Server	92 ✅	126	View
ble-mcp-server	Bluetooth Low Energy (BLE) MCP server for Claude Code and other MCP-compatibl...	75 ⚠️	7	View
ble-mcp-server.git	A Bluetooth Low Energy (BLE) management server enabling agents to scan for, c...	67 ⚠️	7	View
pcb-mcp	An MCP server that automates KiCad PCB design workflows - running DRC/ERC che...	92 ✅	4	View
mcp-motor-current-signature-analysis	An MCSA (Motor Current Signature Analysis) server providing spectral analysis...	92 ✅	2	View
serial-mcp-server.git	An MCP server for managing serial port connections to hardware devices, with ...	68 ⚠️	2	View
nanoleaf-mcp-server	MCP server for controlling Nanoleaf smart lights through Warp terminal	92 ✅	-	View
wemo-mcp-server	An MCP server for discovering, monitoring, and controlling Belkin WeMo smart ...	83 ✅	-	View

🏆 最安全的服务器 (分数 >= 95)

Server	Score	Tools	Stars	Report
mcp-summarizer	100	1	157	View
crash-mcp	100	1	67	View
mcp-open-library	100	6	62	View
mcp_weather_server	100	8	44	View
actor-critic-thinking-mcp	100	1	32	View
brlaw_mcp_server	100	3	27	View
fabric-mcp-server	100	1	19	View
bilibili-mcp-server	100	3	13	View
mcp-claude-hackernews	100	5	10	View
heatpump-mcp-server	100	6	3	View
time-node-mcp	100	4	2	View
physbound	100	4	1	View
trinvmcp	100	2	1	View
algora-mcp-server	100	5	1	View
dolar-mcp	100	6	-	View
lapalma24-mcp	100	6	-	View
chrono-mcp	100	2	-	View
cookwith-mcp	99	2	-	View
bilibili-mcp-js	99	8	153	View
mcp-server-leetcode	99	7	40	View

⚠️ 较大攻击面

这些服务器没有故障或恶意行为。它们暴露了强大的功能（代码执行、文件系统访问、网络请求），使 AI 代理具有更大的攻击面。攻击者可以通过提示注入来利用这些功能。请在沙箱环境中使用并配合人工监督。

Server	Score	Findings	Tools	Stars	Report
klavis	68	152	554	5.7k	View
labmate-mcp	71	85	81	-	View
graphlit-mcp-server	72	78	73	372	View
chat	77	69	188	350	View
armor-crypto-mcp	69	46	37	191	View
apisix-mcp	67	43	32	34	View
mcp-gitlab	68	42	63	-	View
freshdesk_mcp	80	40	59	46	View
mcp	58	37	35	165	View
audius-mcp-atris	60	36	106	1	View
illumio-mcp-server	78	35	38	5	View
mcp_omni_connect	77	34	273	232	View
memora	64	33	35	309	View
hdw-mcp-server	67	31	69	59	View
hillnote-mcp-server	70	31	47	1	View

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贡献

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