MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 2 hours, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57151 |
Strava MCP Server
Claim
Connects Claude or any MCP client to the Strava API v3, enabling access to fitn…
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| 57152 |
Cordalux MCP Server
Claim
An enterprise-grade Model Context Protocol server that consolidates multiple ap…
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| 57153 |
Convex MCP
Claim
Enables building a stateless MCP endpoint on top of Convex, allowing AI agents …
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| 57154 |
Gmail MCP Server
Claim
Enables AI assistants to read unread Gmail emails and create draft replies, wit…
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| 57155 |
Calculator MCP Server
Claim
MCP server that offers basic arithmetic operations (addition, subtraction, mult…
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| 57156 |
cookidoo-mcp
Claim
MCP server for Cookidoo, enabling AI tools to search recipes, manage shopping l…
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| 57157 |
MCP Ollama Server
Claim
Provides direct access to Ollama models for AI inference, including text genera…
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| 57158 |
Fantasy Gamebook Engine
Claim
An MCP server that provides 18 tools for dice rolling, luck tests, character ma…
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| 57159 |
Monei MCP Server
Claim
MCP server for the Monei API that gives AI agents access to wallets, transfers,…
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| 57160 |
vision_mcp
Claim
Enables LLMs like DeepSeek to understand images by calling external vision mode…
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| 57161 |
Grasp
Claim
An open-source self-hosted browser agent that provides a dockerized browser env…
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| 57162 |
SSH Session MCP
Claim
Shared SSH PTY runtime for MCP clients with viewer, input lock, async tracking,…
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| 57163 |
Read-only MCP server for Google Search Console, with browser-based OAuth flow a…
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| 57164 |
slack-user-mcp-server
Claim
Enables AI agents to interact with Slack using a user token, providing full acc…
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| 57165 |
MCP Cobot Server
Claim
Controls a MyCobot280 robot arm through MCP tools, allowing joint angle manipul…
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| 57166 |
MCP Router
Claim
Enables AI clients to manage multiple accounts per provider (e.g., Notion works…
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| 57167 |
AllFlyghts MCP Server
Claim
Enables flight search, location lookup, and city information retrieval using th…
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| 57168 |
Python_Scripts_MCP
Claim
MCP server that exposes local Python scripts as tools for AI clients (e.g. Clau…
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| 57169 |
swift-tuist
Claim
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| 57170 |
Zoro
Claim
Nag MCP powers reminder scheduling that actually sends email (and supports webh…
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| 57171 |
Figma MCP Server
Claim
Enables integrating Figma with AI assistants like Claude Desktop and Gemini CLI…
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| 57172 |
TrustMesh MCP Server
Claim
Provides AI agents with trust scoring and reputation management capabilities fo…
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| 57173 |
os-control-mcp
Claim
Controls a Linux host through structured interfaces like systemd, journald, and…
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| 57174 |
HonestQR
Claim
Generate static QR codes (URL, WiFi, vCard, pixel art) and decode QR images. Co…
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| 57175 |
Third-party sandbox verdict on any artifact in one call, no account. Also an ag…
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| 57176 |
Enables users to search, compare, and retrieve detailed information about World…
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| 57177 |
code-reviewer-ai-mcp
Claim
code-reviewer-ai-mcp MCP server by MEOK AI Labs
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| 57178 |
MCP server for retrieval of Australian economic and financial data - supports A…
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| 57179 |
Caplets
Claim
A progressive-disclosure gateway for MCP servers that keeps tool lists small by…
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| 57180 |
Cadence
Claim
Detects your work mode and plays Spotify music matched to the task, learning yo…
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| 57181 |
SlimWeb-MCP
Claim
Enables AI clients to manage SlimWeb/Webless e-commerce backend operations such…
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| 57182 |
Metis
Claim
A private, local research "second brain" for Claude: project-aware memory, cite…
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| 57183 |
An MCP server exposing the EU Birds Directive Art. 7(4) 'Key Concepts' data: th…
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| 57184 |
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
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| 57185 |
Enables taking screenshots of the entire desktop or specific windows, with auto…
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| 57186 |
mcp-nexi-pos-api
Claim
An MCP server for Nexi POS payment operations, enabling creation of purchases a…
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| 57187 |
appstore-release-mcp
Claim
An MCP server that drives the full App Store release cycle for iOS and macOS ap…
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| 57188 |
ONE-MCP
Claim
MCP server for the ONE Framework ERP that enables Claude to explore data models…
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| 57189 |
Distill
Claim
MCP server that provides a shared team knowledge base by transforming raw input…
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| 57190 |
ContextEngine
Claim
Persistent memory and mechanical enforcement for AI coding agents — so they sto…
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| 57191 |
Evolution MCP Server
Claim
MCP server for managing WhatsApp instances and sending messages through Evoluti…
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| 57192 |
localhost-mcp
Claim
Inspect, manage, and kill local dev servers. Lists what's listening on each por…
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| 57193 |
fdl-mcp-server
Claim
Adds fdl-mcp-server — published on npm at https://www.npmjs.com/package/fdl-mcp…
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| 57194 |
openfda-mcp-server
Claim
Enables LLMs to search FDA drug labels and adverse event data via the OpenFDA A…
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| 57195 |
github-insight-mcp
Claim
Combines GitHub repository analysis, npm/PyPI package info, and deps.dev securi…
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| 57196 |
Graylog MCP Server
Claim
An MCP server that gives AI assistants direct access to your Graylog logs -- se…
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| 57197 |
mcp-commits
Claim
MCP server providing commit rules with SemVer and conventional commits format f…
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| 57198 |
MCP Help Article Server
Claim
MCP server that serves help articles to tenants with tenant isolation, enabling…
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| 57199 |
Meetings MCP Server
Claim
Provides read-only access to Google Drive meeting transcripts and Google Calend…
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| 57200 |
mcp_notes
Claim
MCP server for saving, reading, and listing Markdown notes in the filesystem. E…
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