MCP Server Quality Scores
Independent quality analysis of 60387 public MCP servers
Last updated 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60251 |
swarmskills
Claim
A CLI and MCP server for managing skills across ~45 code CLI agents, with 18 to…
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| 60252 |
voxpact
Claim
MCP server exposing 10 tools for interacting with the Voxpact AI agent marketpl…
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| 60253 |
servidor-acordaos-ia
Claim
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| 60254 |
Tripwire
Claim
MCP for Roblox Studio and Open Cloud: drive Studio, run headless tests, and rev…
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| 60255 |
Redfish MCP Server
Claim
Enables AI agents to manage infrastructure through natural language queries to …
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| 60256 |
anaplan-user-mcp
Claim
A read-only MCP server for Anaplan that exposes 5 tools for business users to e…
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| 60257 |
HitKeep
Claim
Read-only MCP server for aggregate HitKeep analytics and official documentation…
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| 60258 |
Jupyter MCP Server
Claim
Enables AI agents to interact with Jupyter notebooks via MCP tools for querying…
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| 60259 |
suitecrm-mcp
Claim
Open-source MCP gateway for SuiteCRM - 24 CRM tools, OAuth2/OIDC auth, multi-en…
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| 60260 |
addon-mcp
Claim
Help agents automatically write and test stories for your UI components.
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| 60261 |
A standalone MCP server for read-only encyclopedia search and retrieval of Leek…
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| 60262 |
grok-build-plugin
Claim
Live X (Twitter) and web search for any coding agent through your existing Grok…
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| 60263 |
Enables Claude to search and retrieve articles from the Sneaky Sasquatch game w…
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| 60264 |
repl-mcp
Claim
Enables creation and management of persistent REPL sessions for various languag…
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| 60265 |
Myelin
Claim
Myelin provides persistent, brain-inspired memory for AI agents, enabling cross…
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| 60266 |
Acts as a gateway to interface with the Evolution API, exposing an MCP server v…
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| 60267 |
MCP server providing personalized greetings with AI-powered tools using Spring …
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| 60268 |
clickhouse
Claim
Enables AI assistants to query and manage ClickHouse databases, supporting SELE…
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| 60269 |
PrintYourDuck Quote
Claim
Find and submit local 3D print files for manual PrintYourDuck quote review.
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| 60270 |
MCP Google Tools Server
Claim
A full-featured Model Context Protocol server that gives AI assistants real-tim…
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| 60271 |
paldo-mcp
Claim
MCP server providing access to 1M synthetic Korean personas based on KOSIS stat…
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| 60272 |
memorybridge
Claim
Cross-tool AI memory MCP server for Claude Code, Cursor, Antigravity, Windsurf,…
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| 60273 |
jupyter-editor-mcp
Claim
An MCP server for programmatically editing Jupyter notebooks, offering 29 tools…
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| 60274 |
MCP server for information collection, text analysis, and content generation, e…
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| 60275 |
DesignBot MCP
Claim
Forwards messages to the Designsystemet assistant endpoint, enabling access thr…
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| 60276 |
clickup
Claim
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| 60277 |
ClawPay
Claim
Connects AI agents to payment processors (Lithic, Stripe, PayPal) for automated…
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| 60278 |
Provides Claude Desktop with persistent memory across sessions, storing up to 1…
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| 60279 |
Investor Data Server
Claim
Provide seamless access to investor data through a dedicated MCP server. Enable…
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| 60280 |
vigil-fraud-alert
Claim
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| 60281 |
dida-mcp-server
Claim
Enables AI assistants to manage TickTick/Dida365 tasks, projects, and tags thro…
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| 60282 |
Shopify MCP
Claim
Enables natural language management of Shopify stores, including orders, custom…
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| 60283 |
test-mcp
Claim
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| 60284 |
CodeWiki MCP Server
Claim
Integrates with Google CodeWiki to search, fetch, and cache documentation for G…
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| 60285 |
Rexi MCP Server
Claim
Enables AI assistants to interact with the Rexi API through a comprehensive wra…
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| 60286 |
todo-mcp-server
Claim
A TODO management MCP server using Cloudflare Workers and D1 database, enabling…
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| 60287 |
openbci-mcp
Claim
MCP server for OpenBCI hardware via BrainFlow, enabling board connection, strea…
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| 60288 |
UniFi Network MCP Server
Claim
Turns your UniFi Network Controller into programmable tools for querying and mo…
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| 60289 |
Office MCP Server
Claim
MCP server for Microsoft Office file operations. Read, write, and create Excel,…
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| 60290 |
avanan-legacy-mcp
Claim
A legacy MCP server for Avanan cloud email security, providing tools to manage …
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| 60291 |
GPT Proxy MCP Server
Claim
MCP server that proxies GPT API calls for Claude Code, supporting multiple GPT …
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| 60292 |
MaShop MCP
Claim
Build, deploy and manage MaShop e-commerce projects from Claude, Cursor or any …
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| 60293 |
Shopify MCP Server
Claim
Enables querying Shopify store data (products, customers, orders) via GraphQL A…
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| 60294 |
codanna
Claim
Local code intelligence MCP server and CLI for AI coding agents
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| 60295 |
Docker Compose Audit
Claim
Security audit for docker-compose.yml — 25 checks: secrets, privileges, network…
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| 60296 |
VibeServe
Claim
A production-grade MCP server that turns natural language intent into fully-arc…
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| 60297 |
mcp-commits
Claim
MCP server providing commit rules with SemVer and conventional commits format f…
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| 60298 |
Enables creation, reading, and manipulation of Excel workbooks without Microsof…
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| 60299 |
aws-security-mcp
Claim
A Model Context Protocol (MCP) server that enables AI assistants to perform com…
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| 60300 |
odoo-superior-mcp
Claim
Enhanced Model Context Protocol (MCP) server for Odoo ERP with advanced tools f…
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