MCP Server Quality Scores
Independent quality analysis of 64210 public MCP servers
Last updated 2 hours, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60201 |
Enables access to Google Workspace services (Calendar, Gmail, Drive, Tasks) via…
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| 60202 |
CloudTypeJ MCP Server
Claim
MCP server providing calculator, user list, and statistics tools with Bearer To…
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| 60203 |
Connects Google Search Console to AI assistants, enabling SEO data analysis thr…
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| 60204 |
Cloakbox
Claim
Let LLMs analyze sensitive data safely by querying a tokenized, join-preserving…
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| 60205 |
openi
Claim
Enables searching biomedical images (X-rays, CT/MRI, clinical photos, etc.) fro…
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| 60206 |
simplenote-mcp
Claim
A remote MCP connector that gives Claude.ai projects a persistent, cross-conver…
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| 60207 |
memento
Claim
Provides persistent memory for AI coding agents via MCP, enabling agents to sto…
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| 60208 |
DocuForge MCP Server
Claim
Enables AI agents to create, edit, and export IEEE research papers as PDFs, wit…
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| 60209 |
A minimal MCP server template that runs on Cloudflare Workers + TypeScript, ena…
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| 60210 |
MySQL MCP Server
Claim
Enables executing SQL queries against a MySQL database via MCP, returning resul…
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| 60211 |
abraxas93
Claim
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| 60212 |
Mem0 MCP Server
Claim
Integrates the Mem0 Memory API with MCP-compatible clients to provide AI agents…
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| 60213 |
Enables automated LinkedIn lead generation and outreach through profile search,…
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| 60214 |
Agentic KYC/AML compliance server with tools for sanctions screening, identity …
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| 60215 |
mcp-grep
Claim
A grep server implementation that exposes grep functionality through the Model …
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| 60216 |
Provides AI systems with structured thinking frameworks and reasoning tools to …
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| 60217 |
Provide a stateless, scalable MCP server for arithmetic calculations using Stre…
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| 60218 |
CL Razorpay MCP Server
Claim
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
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| 60219 |
contacts-mcp
Claim
Enables AI assistants to manage contacts with full CRUD, dedup, merge, import/e…
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| 60220 |
Bionics
Claim
MCP server for controlling Unreal Engine 5 with 199 tools across 37 categories,…
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| 60221 |
Yahoo Finance MCP Server
Claim
Real-time stock market data for Claude Desktop and any MCP-compatible client, p…
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| 60222 |
anki-mcp
Claim
Enables intelligent Anki vocabulary management with automatic TTS audio generat…
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| 60223 |
Jira MCP Server
Claim
Exposes Jira API calls as tools for use with AI models like Claude, enabling pr…
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| 60224 |
tmux-mcp-claude
Claim
Gives Claude Code full control over tmux sessions, windows, and panes, with an …
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| 60225 |
Puch AI MCP Starter
Claim
A starter template with ready-to-use tools for job searching (analyze descripti…
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| 60226 |
Webull AU MCP
Claim
Slim MCP server for Webull Australia, enabling US stock and ETF market data and…
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| 60227 |
mcp-geodistance
Claim
Geographic coordinate math MCP server providing great-circle distance, destinat…
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| 60228 |
mcp-vat
Claim
Validates VAT number formats for EU, UK, Switzerland, and Norway.
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| 60229 |
mcp-isbn
Claim
Validates and converts ISBN-10 and ISBN-13 numbers offline, checking check digi…
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| 60230 |
MCP Auth Example
Claim
Demonstrates a FastMCP server with Bearer token authentication via Nginx and fi…
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| 60231 |
An MCP server that coordinates multiple Claude Code sessions through kitty term…
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| 60232 |
MatDrupal MCP
Claim
An intelligent Model Context Protocol server that enhances GitHub Copilot with …
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| 60233 |
twikit-mcp
Claim
An MCP server for interacting with Twitter/X using browser cookies without an A…
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| 60234 |
Shortcut MCP Server
Claim
MCP server to interact with the Shortcut project management API, providing 73 t…
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| 60235 |
Legacy Loop MCP Server
Claim
Enables AI assistants to create, manage, and discover family gift registries. U…
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| 60236 |
MCP server for the Dingo: a comprehensive data quality evaluation tool. Server …
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| 60237 |
webshift
Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
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| 60238 |
mcp-toolkit
Claim
A plug-and-play MCP toolkit providing AI agents with web search (Chinese source…
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| 60239 |
ScrapeGraph
Claim
Extract structured data and clean content from websites. Convert pages to reada…
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| 60240 |
Fetch MCP Server
Claim
Fetches web content and returns it in HTML, JSON, plain text, or Markdown forma…
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| 60241 |
AgentVault MCP Server
Claim
Enables AI agents to manage secrets and credentials from a secure vault via MCP…
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| 60242 |
M365 MCP
Claim
MCP server for Microsoft 365 via the Microsoft Graph API, providing read-only a…
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| 60243 |
Apple MCP
Claim
Enables AI agents to access iCloud Calendar, Reminders, and Mail with configura…
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| 60244 |
AgentScore
Claim
Trust scoring for AI agents via MCP. Check any agent's reputation before transa…
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| 60245 |
Deploy a remote MCP server on Cloudflare Workers without authentication, suppor…
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| 60246 |
Tracks mistakes and solutions from past Claude sessions to avoid repeating fail…
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| 60247 |
Weather MCP Server
Claim
Provides weather information and time utilities for AI assistants, enabling the…
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| 60248 |
MCP-Memory-LanceDB-Pro
Claim
A full-featured long-term memory system for Claude Code that persistently store…
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| 60249 |
gdb-mcp
Claim
MCP server that wraps gdb to enable LLMs to drive live debugging sessions, incl…
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| 60250 |
media-mcp
Claim
Enables users to manage Sonarr and Radarr instances through natural language, a…
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