🛡️ Awesome MCP Security

800+ MCP servers scanned and analyzed for AI agent security risks. Scores reflect how safely an AI agent can use each server, not the code quality of the server itself. Updated daily. Powered by AgentSeal.

Quick Stats

Metric	Count
Total servers scanned	800
✅ Safe (score >= 80)	631
⚠️ Review (score 50-79)	169
Total security findings	6237
Last updated	March 14, 2026

How We Score

Every server is tested through 9 security analyzers:

Schema Analysis - validates tool parameter types and constraints
Static Pattern Detection - finds command injection, SSRF, path traversal patterns
Prompt Injection Scanning - detects hidden instructions in tool descriptions
Toxic Flow Mapping - identifies dangerous tool chains
Unicode Detection - catches invisible character attacks
Deep Autopsy - active probing with 45+ MCP-specific attack patterns
Annotations & Instructions - checks for behavior-modifying metadata
Resource Analysis - evaluates exposed resources and templates
LLM Classification - Claude-powered semantic analysis of tool intent

Trust Score: 0-100 measures how safely an AI agent can use this server. A lower score does NOT mean the server has bugs or is malicious. It means an AI agent using it has a larger attack surface that adversaries could exploit through prompt injection or tool poisoning.

Safe (>= 80): Low attack surface. Agent can use these with minimal risk.
Review (50-79): Significant capabilities that expand the attack surface. Use with appropriate guardrails.
Risky (20-49): Large attack surface. Requires strict sandboxing and human oversight.
Dangerous (< 20): Critical security concerns. Not recommended for automated use.

Legend

Symbol	Meaning
✅	Safe - low attack surface for AI agents
⚠️	Review - broader capabilities, use with guardrails
🟠	Risky - large attack surface, needs sandboxing
🔴	Dangerous - not recommended for automated use

🛠️ 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

getagentseal/awesome-mcp-security

README