MCP Server Quality Scores
Independent quality analysis of 69313 public MCP servers
Last updated 9 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43251 |
ssh-alias-mcp
Claim
Enables AI agents to SSH into Linux servers, run commands, deploy code, and man…
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| 43252 |
Aki
Claim
Aki is a local stdio MCP server that gives AI coding assistants durable project…
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| 43253 |
A universal MCP server that runs creative sub-agents (chapter writer, auditor, …
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| 43254 |
An MCP server that provides persistent memory and context management across ses…
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| 43255 |
Apptics MCP Server
Claim
Provides tools to query Zoho Apptics analytics data (crashes, devices, etc.) an…
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| 43256 |
mnemo
Claim
Enables AI agents to have persistent, self-managing memory with bi-temporal sup…
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| 43257 |
waste-for-agents
Claim
MCP server that silently monitors state changes in structured data sources (e.g…
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| 43258 |
@yawlabs/aws-mcp
Claim
A small AWS MCP for AI assistants: one server, one config entry, SSO re-auth ba…
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| 43259 |
MCP Knowledge Service
Claim
Enables semantic search and management of development knowledge including globa…
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| 43260 |
XMemo
Claim
XMemo is a secure, user-owned memory substrate and context engine for AI agents…
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| 43261 |
mcp-server
Claim
Production-ready TypeScript MCP server exposing utility, GitHub, and Microsoft …
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| 43262 |
naver-works-mail-mcp
Claim
Enables reading and sending Naver Works emails (Korean business email service) …
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| 43263 |
minecraft-schematic-lab
Claim
Enables building and previewing Minecraft schematics from natural language desc…
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| 43264 |
MSG - MCP Swarm Gateway
Claim
Turns web-based AIs into full-powered agents with local PC access, 33 tools acr…
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| 43265 |
@calmesh/mcp-server
Claim
MCP server that connects AI agents to calendars, bookings, and scheduling polls…
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| 43266 |
Tenzir MCP Server
Claim
An MCP server that enables AI assistants to interact with Tenzir, a data pipeli…
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| 43267 |
aria-mcp-drivetime-dk
Claim
Computes car driving time, distance, and 'leave by' time between places in Denm…
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| 43268 |
SlimWeb Client MCP
Claim
Consumer-side MCP server for Webless storefront operations, enabling catalog br…
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| 43269 |
PostgreSQL MCP Server
Claim
Exposes PostgreSQL database operations as tools for AI assistants, allowing exe…
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| 43270 |
proxmox-mcps
Claim
Enables AI assistants to manage Proxmox VE infrastructure, including VMs, conta…
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| 43271 |
Enables autonomous project management with intelligent synchronization between …
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| 43272 |
Jules MCP Server
Claim
Enables AI assistants to create and manage asynchronous coding tasks through Go…
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| 43273 |
eNSP-MCP
Claim
MCP server for managing Huawei eNSP network simulation experiments, enabling to…
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| 43274 |
Enables AI agents to query a GitHub user's public profile, repositories, langua…
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| 43275 |
open-skills
Claim
Enables running Claude Skills locally on your Mac with sandboxed execution, sup…
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| 43276 |
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| 43277 |
computer-use
Claim
Exposes Anthropic's computer-use action surface (screenshot, click, move, keybo…
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| 43278 |
Project Brain MCP
Claim
An MCP server that reads any codebase (GitHub repo or local folder) and explain…
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| 43279 |
postgres-mcp
Claim
A Postgres MCP server with index tuning, explain plans, health checks, and safe…
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| 43280 |
Converts meeting transcripts, text inputs, and images into structured Azure Dev…
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| 43281 |
goji
Claim
Answers on AEO, SEO, web and brand from GOJI's published material. Melbourne, A…
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| 43282 |
odoogen
Claim
A specialized MCP server that turns AI agents into elite Odoo 19 developers by …
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| 43283 |
netease-music-mcp
Claim
MCP server for controlling local music playback via NetEase Cloud Music, enabli…
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| 43284 |
mcp-quiz-generator
Claim
Generates quizzes from Markdown content and outputs interactive HTML and Word d…
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| 43285 |
gb-eli-mcp
Claim
Enables searching and retrieval of UK legislation (Acts, Statutory Instruments)…
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| 43286 |
MCP Concierge
Claim
A local stdio MCP concierge that aggregates multiple remote MCP servers, forwar…
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| 43287 |
omniplan-mcp
Claim
Enables natural language control of OmniPlan 4 on macOS, allowing creation and …
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| 43288 |
solsnap
Claim
Solana token/wallet rug-risk scoring. Free scan; $2 SOL unlocks full wallet rep…
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| 43289 |
An MCP server for TestRail that prepares everything needed to generate test cas…
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| 43290 |
thumbgate
Claim
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| 43291 |
academic-workflow-mcp
Claim
Connects Zotero and Obsidian for an AI-assisted academic reading workflow, enab…
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| 43292 |
mnehmos.open5e.mcp
Claim
Query D&D 5e game data from 22+ source books and contribute to the open-source …
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| 43293 |
react-native-dev-mcp
Claim
MCP server that gives AI coding agents hands, eyes and a mechanic's ear for Rea…
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| 43294 |
xmind-to-markdown-mcp
Claim
Converts XMind mind map files into structured Markdown documents, preserving hi…
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| 43295 |
canbus-mcp
Claim
A CAN bus reverse engineering MCP server for Claude Code that lets Claude read,…
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| 43296 |
GAM Seller MCP Node
Claim
A governed, read-only MCP server for ad inventory discovery from Google Ad Mana…
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| 43297 |
EGH Research MCP Server
Claim
Provides offline research and advanced search capabilities for Ellen Gould Harm…
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| 43298 |
meok-ai-reflection-mcp
Claim
MEOK AI Labs - ai-reflection MCP server extracted from SOV3
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| 43299 |
yt-analytics-mcp
Claim
MCP server for YouTube channel deep analytics, extracting transcripts and compu…
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| 43300 |
quartz-sharepoint-mcp
Claim
Mirrors a SharePoint document library to disk and enables AI assistants to sear…
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