MCP Server Quality Scores
Independent quality analysis of 64798 public MCP servers
Last updated 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 30801 |
WebScraper MCP Server
Claim
An MCP server for advanced web scraping with automatic JavaScript rendering sup…
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| 30802 |
BDNS MCP Server
Claim
Enables searching and querying Spanish public subsidies and aids using the BDNS…
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| 30803 |
gemini-mcp
Claim
A Model Context Protocol server that wraps the Gemini CLI, enabling AI assistan…
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| 30804 |
YouTrack MCP
Claim
A Model Context Protocol (MCP) server for YouTrack integration, providing a sta…
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| 30805 |
facebook-business-mcp
Claim
Unofficial MCP server implementation for Facebook Business API. Enables LLMs to…
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| 30806 |
Auth0 MCP Server
Claim
MCP server that provides access to Auth0 Management API v2, offering read-only …
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| 30807 |
MCP server for Microsoft SQL Server enabling safe read-only queries, schema dis…
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| 30808 |
code-smell-detection-mcp
Claim
Enables static analysis and code smell detection by connecting to an external a…
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| 30809 |
antigravity-claude-mcp
Claim
Allows Claude Code to request an independent code review from Google Antigravit…
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| 30810 |
PythonMCP-UEFN
Claim
Exposes the Unreal Editor for Fortnite to AI assistants via MCP, enabling actor…
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| 30811 |
My Awesome MCP
Claim
A basic MCP server built with FastMCP framework that provides example tools inc…
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| 30812 |
mem-forensics
Claim
Enables AI agents to analyze memory dumps for forensic investigation, leveragin…
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| 30813 |
AiDD MCP Server
Claim
Provides AI-driven development tools including file system operations, multi-la…
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| 30814 |
NetOps
Claim
A comprehensive network management platform for tracking devices, sites, and to…
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| 30815 |
MCP Moloni ON
Claim
MCP server that exposes the Moloni ON GraphQL API to AI clients, providing a cu…
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| 30816 |
ralph-loop-mcp
Claim
A cross-platform MCP server implementing the Ralph Loop iterative development t…
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| 30817 |
whitelabel-fleet-mcp
Claim
Exposes file, shell, git, and memory tools from a host Mac to remote Claude cli…
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| 30818 |
재활용척척
Claim
Guides correct disposal methods for confusing household waste items. Provides t…
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| 30819 |
IMAP Mail MCP
Claim
Enables LLM clients to read and search email via IMAP with tools for listing fo…
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| 30820 |
glm-mcp-server
Claim
Enables image analysis in Claude Code using Zhipu AI's GLM-4.6V vision model.
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| 30821 |
TouchDesigner MCP Server
Claim
Enables natural language control of TouchDesigner via AI, allowing operator cre…
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| 30822 |
Look At Pic MCP
Claim
Enables image analysis using GLM-4V multimodal model, supporting local files an…
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| 30823 |
Firefly III MCP Server
Claim
Enables interaction with Firefly III personal finance tools through natural lan…
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| 30824 |
ragx
Claim
RAGX MCP Server enables retrieval-augmented generation with document ingestion,…
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| 30825 |
Polarion MCP Server
Claim
Integrates with Siemens Polarion ALM to manage test cases, test runs, and resul…
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| 30826 |
playwright-mcp-server
Claim
Stateful MCP server wrapping Playwright for browser automation. Provides tools …
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| 30827 |
retail-mcp
Claim
Connects AI clients to retail customer, inventory, sales, order, and support ca…
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| 30828 |
SLA.directory MCP Server
Claim
Enables AI assistants to look up uptime commitments, service credits, and per-s…
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| 30829 |
Mailchimp MCP Server
Claim
Enables interaction with the Mailchimp API for managing campaigns, lists, templ…
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| 30830 |
gitlab-duo-mcp-bridge
Claim
Wraps GitLab Duo CLI as an MCP tool for code review, enabling agents to get str…
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| 30831 |
daedalmap
Claim
Hosted geographic data MCP server for earthquakes, tsunamis, volcanoes, and cur…
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| 30832 |
lever-mcp-server
Claim
Enables Claude to interact with the Lever ATS for candidate management, intervi…
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| 30833 |
HOOPS AI MCP Server
Claim
Bridges Claude Desktop to the HOOPS AI WebAPI, enabling 3D CAD analysis and int…
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| 30834 |
Basecamp MCP Server
Claim
Enables Claude to interact with Basecamp API for project and to-do management v…
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| 30835 |
pyocd-debug-mcp
Claim
Enables AI tools to perform full-featured embedded microcontroller debugging vi…
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| 30836 |
mempalace-mcp
Claim
An HTTP MCP gateway that wraps the mempalace Python CLI, enabling per-user memo…
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| 30837 |
Monitors electricity outage schedules in Ukraine's Dnipropetrovsk region, enabl…
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| 30838 |
fvi-mcp
Claim
MCP server for FreeVectorIcons design collections, enabling agents to search an…
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| 30839 |
USDD Analytics MCP
Claim
Provides 14 read-only tools to query USDD stablecoin protocol data across TRON,…
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| 30840 |
isk-hub
Claim
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| 30841 |
Easel
Claim
Local human-in-the-loop MCP server bridging AI agents to Higgsfield's web image…
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| 30842 |
Playwright Pool
Claim
MCP server for browser automation with shared authentication and built-in UI au…
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| 30843 |
mcp-fraudlabspro
Claim
Fraud Prevention MCP server using FraudLabs Pro API.
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| 30844 |
pesticide-mcp
Claim
A Model Context Protocol server for querying Japanese pesticide registration in…
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| 30845 |
cont3xt
Claim
Virtual Infinite Context for Agents and LLMs - maintains a continuous rolling c…
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| 30846 |
vision-mcp
Claim
An MCP server that gives text-only AI coding CLIs the ability to analyze images…
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| 30847 |
mcp-image-previewer
Claim
Enables previewing base64-encoded images in a native GUI window using Slint, wi…
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| 30848 |
MCP GetBlock Server
Claim
Enables querying blockchain data from Ethereum and Solana via GetBlock.io API, …
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| 30849 |
Gmail MCP Server
Claim
Enables reading the last 10 emails from your Gmail inbox via an MCP tool.
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| 30850 |
SQL MCP Server
Claim
Exposes a SQLite database to AI assistants with structured, read-safe access. I…
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