MCP Server Quality Scores
Independent quality analysis of 54421 public MCP servers
Last updated 1 hour, 29 minutes ago
Grade Distribution
Score Distribution
Newly Added
AppGoblin - App Store ASO & App Intel Mathematical Programming Solver Melvea Local Honey Discovery trial-overdue recall-risk| # | Server | Score ↓ | ||||||||
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| 52351 |
APIWeaver
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Dynamically creates MCP servers from web API configurations, enabling AI assist…
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| 52352 |
trivago's mcp server to find your ideal hotel and compare prices from multiple …
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| 52353 |
aceternityui-mcp
Claim
An MCP server that enables AI assistants to search, discover, and install Acete…
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| 52354 |
Fireberry CRM MCP Server
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Enables AI assistants to securely interact with Fireberry CRM, allowing metadat…
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| 52355 |
An MCP server that provides AI agents with ICP Triangulation Framework™ for sco…
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| 52356 |
BananaCrystal MCP Server
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Provides AI agents with a wallet and autonomous payment capabilities using stab…
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| 52357 |
MCP-ORTools
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Enables Large Language Models to submit and solve constraint satisfaction and o…
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| 52358 |
recipe-finder-ai-mcp
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recipe-finder-ai-mcp MCP server by MEOK AI Labs
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| 52359 |
Spec Kit Memory Hub
Claim
Repository-native, Git-reviewable memory extension for AI coding assistants to …
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| 52360 |
KnowBe4 MCP Server
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Enables AI assistants to interact with KnowBe4 security awareness training data…
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| 52361 |
Documentation Manager
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Comprehensive documentation lifecycle management powered by an MCP server. Auto…
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| 52362 |
deepseek-code-worker-mcp
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Offloads expensive code reading, editing, and checking tasks to DeepSeek throug…
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| 52363 |
kingsplaybook-mcp
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Kings Playbook sports API for AI agents: NBA/MLB/NHL lineups, projections, and …
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| 52364 |
TubePull
Claim
Download YouTube videos as MP3/M4A/MP4 from any MCP-compatible AI assistant. Fr…
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| 52365 |
studio-signal
Claim
AI-powered media & entertainment intelligence — research, briefs, and market da…
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| 52366 |
eset-mcp
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MCP server for the ESET ecosystem - Connect cloud + PROTECT On-Prem, multi-tena…
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| 52367 |
EU Platform Workers Directive (2024/2831) compliance — employment-status presum…
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| 52368 |
dymola-mcp-server
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Enables AI agents to load, translate, simulate, and analyze Modelica models in …
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| 52369 |
Remote MCP Server
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A Python-based MCP server that provides mathematical tools like addition and ra…
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| 52370 |
mcp-browser
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Exposes Playwright browser automation as MCP tools, enabling AI assistants to c…
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| 52371 |
Garmin MCP Server
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Connects to Garmin Connect and exposes fitness and health data (activities, ste…
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| 52372 |
uniprot-mcp
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MCP server that exposes the UniProt REST API to LLM clients, enabling search an…
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| 52373 |
homelab-mcp
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MCP server giving AI assistants full control of a Proxmox homelab, enabling man…
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| 52374 |
YouTube Studio MCP
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Hosted MCP for YouTube Studio: uploads, metadata, playlists, comments, analytic…
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| 52375 |
minecraft-schematic-lab
Claim
Enables building and previewing Minecraft schematics from natural language desc…
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| 52376 |
MCP Server Playground
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A learning project that wraps a FastAPI app with endpoints for random facts and…
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| 52377 |
gemini-image-mcp
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MCP server that analyzes images with Google's Gemini vision models, allowing ag…
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| 52378 |
VNStock Agent MCP Server
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MCP server for Vietnamese stock market data, enabling AI assistants to access s…
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| 52379 |
MindMap
Claim
Turn outlines and hierarchical notes into interactive mind maps through a hoste…
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| 52380 |
mcp-gerajobs
Claim
Local job marketplace: search jobs, apply, post listings. 50+ countries.
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| 52381 |
Webhook testing API for AI agents. Send POST/PUT/PATCH/DELETE requests to any e…
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| 52382 |
XServer MCP Server
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MCP server for Xserver hosting that provides tools to manage mail accounts, DNS…
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| 52383 |
Claude Figma MCP
Claim
A Model Context Protocol (MCP) server that enables Claude to create and manipul…
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| 52384 |
CollabMCP
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Provides shared real-time context for Claude Code agents, including scope aware…
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| 52385 |
Box MCP Server
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Enables AI agents to manage Box files, folders, collaborations, and more via th…
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| 52386 |
Office-MCP
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Automates Windows Office applications (WPS Office and Outlook) via COM automati…
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| 52387 |
injectshield
Claim
Prompt-injection firewall for AI agents — scan untrusted text before LLM calls.
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| 52388 |
OPNsense MCP Server
Claim
OPNsense MCP Server
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| 52389 |
Lark MCP Custom
Claim
Enables interaction with Feishu (Lark) via MCP for sending messages, managing c…
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| 52390 |
Smithery AuthKit
Claim
Enable seamless creation and management of authentication workflows for your ap…
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| 52391 |
Python Demo MCP Server
Claim
A demonstration server implementing the Model Context Protocol with Server-Sent…
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| 52392 |
High-value scientific tools for AI agents — literature search (PubMed, arXiv, S…
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| 52393 |
research-assistant-mcp
Claim
An MCP server that enables saving, retrieving, and managing research content us…
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| 52394 |
Architecture visibility and control for agentic engineering.
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| 52395 |
lark-chat-mcp
Claim
Enables remote chat between Feishu (Lark) and AI agents like Cursor/Claude via …
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| 52396 |
github-mcp
Claim
Enables AI assistants to interact with GitHub repositories, issues, pull reques…
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| 52397 |
Automate cloud Chrome—navigate, click, type, screenshot, run code, record scree…
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| 52398 |
globalpulse-mcp
Claim
Real-world intelligence MCP — macroeconomics, climate, disasters, trade & aviat…
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| 52399 |
AbletonMCP
Claim
Control Ableton Live from Claude Code via the Model Context Protocol (MCP). Cre…
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| 52400 |
Flightdeck MCP Server
Claim
Enables AI clients to manage Flightdeck projects, work items, cycles, modules, …
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