MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 hour, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34101 |
authentik-aws-mcp
Claim
Manage authentik users and groups via API, including creation, group membership…
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| 34102 |
elevenlabs-voice-mcp
Claim
Enables Claude to speak responses out loud using ElevenLabs text-to-speech API,…
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| 34103 |
fallmotion-mcp
Claim
MCP server for foldkit, exposing 7-prime spine, κ-bands, and 6 fold operations …
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| 34104 |
Broken Link Checker
Claim
An MCP server that lets AI assistants check single URLs, scan HTML content, and…
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| 34105 |
excel-mcp-server
Claim
Enables adding, editing, and running VBA modules on running Excel instances in …
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| 34106 |
artinet-relay-mcp
Claim
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| 34107 |
Checks npm and PyPI packages for outdated versions, deprecation status, and bre…
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| 34108 |
vmd-mcp
Claim
Enables control of VMD2 for molecular dynamics analysis through natural languag…
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| 34109 |
PostEx MCP Server
Claim
Provides tools to interact with the PostEx Merchant API for order creation, tra…
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| 34110 |
motion-dev-react-mcp
Claim
MCP server providing 33 verified Motion for React APIs with correct imports and…
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| 34111 |
Testing MCP
Claim
A universal AI-powered testing server built on the Model Context Protocol (MCP)…
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| 34112 |
quota-dashboard-mcp
Claim
Queries real-time AI subscription quota for Claude Code Max, Kimi, and Z.ai. To…
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| 34113 |
ShopBot AI MCP Server
Claim
AI customer support MCP server with order status lookup and RAG-powered knowled…
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| 34114 |
baby-age
Claim
Free hosted MCP server by Baby Age Calculator: exact baby age, zodiac, and mile…
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| 34115 |
Nanobanana MCP
Claim
Enables generative AI media tasks like image generation, editing, icon creation…
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| 34116 |
Stack AI MCP Server
Claim
Connects to Stack AI workflows, allowing you to run workflows and pass user inp…
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| 34117 |
Automates Cole Medin's context engineering methodology to generate high-quality…
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| 34118 |
openpgx
Claim
Enables AI-driven pharmacogenomic analysis by querying structured genetic varia…
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| 34119 |
capture-and-slack-mcp
Claim
Relays a result screenshot to Slack so you can review a coding agent's output w…
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| 34120 |
Alfresco MCP Chat
Claim
Turns hundreds of Alfresco MCP REST endpoints into a small set of tools for a l…
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| 34121 |
kat-tribute-mcp
Claim
MCP server for foldkit that provides tools and resources for the 7-prime spine,…
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| 34122 |
rba-mcp
Claim
Query the RBA in plain English — cash rate, FX, lending and deposit rates.
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| 34123 |
Vanta MCP Server
Claim
Enables management of Vanta compliance platform resources including controls, v…
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| 34124 |
goals
Claim
Goals MCP provides tooling for the six goal flows (`/save`, `/home`, `/invest`,…
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| 34125 |
Conectica
Claim
An MCP server that enables multiple AI models (Claude, ChatGPT, Gemini) to shar…
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| 34126 |
mesh
Claim
A cross-agent communicator MCP server providing presence, resource locks, and d…
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| 34127 |
Provides a standardized interface for interacting with Unipile's tools and serv…
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| 34128 |
claude-init
Claim
Generates AI context files (CLAUDE.md, AGENTS.md, Cursor/Windsurf/Cline/Continu…
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| 34129 |
Citely-x402
Claim
An MCP server that gates content and tools behind x402 stablecoin micropayments…
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| 34130 |
bitbucket-mcp-server
Claim
MCP server for Bitbucket Cloud that enables AI agents to manage repositories, b…
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| 34131 |
FacturaHub MCP Server
Claim
Enables AI assistants to manage business operations including invoicing, WooCom…
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| 34132 |
fallinsurancepaper-mcp
Claim
MCP server for Foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
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| 34133 |
slite-mcp
Claim
Integrates with Slite's API to search, retrieve, create, and edit notes via the…
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| 34134 |
note-taking-ai-mcp
Claim
note-taking-ai-mcp MCP server by MEOK AI Labs
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| 34135 |
github-portfolio
Claim
Enables fetching public repositories for a given GitHub username, returning cur…
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| 34136 |
warpline
Claim
Temporal/change-impact authority that tracks per-entity change history and down…
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| 34137 |
threadwork
Claim
A multi-agent collaboration tool for Claude Code that supports hot-swappable ro…
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| 34138 |
GRESB MCP Server
Claim
Enables interaction with GRESB's Real Estate ESG Benchmarking API, allowing use…
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| 34139 |
ecommerce-mcp
Claim
Enables AI to view and manage e-commerce data such as products, orders, and cou…
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| 34140 |
mindmapio-mcp
Claim
Enables AI agents to build and interact with mind maps on mindmap.io. Agents ca…
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| 34141 |
clawmem-mcp-server
Claim
An MCP server that leverages a GitHub-compatible API as a durable memory store …
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| 34142 |
mcp-acp
Claim
Enables management of Ambient Code Platform (ACP) sessions, including creating,…
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| 34143 |
Enables Google web search via MCP, compatible with gemini-cli's google_web_sear…
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| 34144 |
MainWP MCP Server
Claim
Enables AI assistants to manage WordPress networks through a MainWP Dashboard, …
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| 34145 |
llmwiki-serve
Claim
Serves local Markdown wikis as a read-only knowledge source with MCP tools for …
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| 34146 |
MCP Café
Claim
Simulates technical discussions with various agent profiles to help solve engin…
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| 34147 |
PMCP
Claim
A single MCP server gateway that reduces context bloat by providing progressive…
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| 34148 |
Provides a standardized interface for interacting with Google-Sheet's tools and…
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| 34149 |
mcp-merriam-webster
Claim
Enables querying Merriam-Webster's Collegiate Dictionary and thesaurus via natu…
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| 34150 |
HRMS MCP Server
Claim
An MCP server for HR management that enables adding employees, managing tickets…
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