MCP Server Quality Scores
Independent quality analysis of 58579 public MCP servers
Last updated 2 hours, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16801 |
Enables interaction with Douban content including searching and reviewing books…
|
F 25 5⁄5 | ||||||||
| 16802 |
Enables the creation and management of local business websites through MCP-comp…
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F 25 5⁄5 | ||||||||
| 16803 |
Enables AI-powered competitor monitoring and daily schedule optimization by int…
|
F 25 5⁄5 | ||||||||
| 16804 |
A Message Control Protocol server that integrates with Slack to provide channel…
|
F 25 5⁄4 | ||||||||
| 16805 |
Provides real-time access to İzmir's public transportation data, including bus …
|
F 25 5⁄5 | ||||||||
| 16806 |
Search academic expert insights, papers and contributions from Faculti
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F 25 5⁄4 | ||||||||
| 16807 |
LinkedIn MCP Assistant
|
F 25 5⁄4 | ||||||||
| 16808 |
Enables users to interact with the Sigma Computing API to analyze documents and…
|
F 25 5⁄5 | ||||||||
| 16809 |
A Model Context Protocol (MCP) server for Dust.tt agents, designed for seamless…
|
F 25 5⁄4 | ||||||||
| 16810 |
Enables AI assistants to query and manage PingCode project management data, inc…
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F 25 5⁄4 | ||||||||
| 16811 |
Enables AI clients to interact with the Rootstock (RSK) blockchain through wall…
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F 25 5⁄5 | ||||||||
| 16812 |
An MCP server that enables AI agents to launch, buy, and sell tokens on the Ray…
|
F 25 5⁄5 | ||||||||
| 16813 |
An MCP server built with FastMCP that currently provides a simple mathematical …
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F 25 5⁄5 | ||||||||
| 16814 |
A dynamic MCP server implementation that automatically loads tools, resources, …
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F 25 5⁄5 | ||||||||
| 16815 |
Provides secure, role-based access to Stripe billing operations for AI assistan…
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F 25 5⁄5 | ||||||||
| 16816 |
The cosense-mcp-server facilitates the integration with Claude Desktop by servi…
|
F 25 5⁄5 | ||||||||
| 16817 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
F 25 5⁄5 | ||||||||
| 16818 |
A meta-MCP server that acts as a universal gateway, allowing users to discover …
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F 25 5⁄4 | ||||||||
| 16819 |
Project memory for AI coding sessions. Auto-captures checkpoints on git commits…
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F 25 5⁄4 | ||||||||
| 16820 |
Enables sending emails through 126 mailbox SMTP service with support for plain …
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F 25 5⁄5 | ||||||||
| 16821 |
Enables AI assistants to interact with Figma files through the ModelContextProt…
|
F 25 5⁄5 | ||||||||
| 16822 |
Provides advanced code structure and semantic analysis through Abstract Syntax …
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F 25 5⁄4 | ||||||||
| 16823 |
This MCP server searches Google's public ads database and uses AI to analyze ad…
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F 25 5⁄5 | ||||||||
| 16824 |
Enables automated VPS initialization and management through SSH connections. Su…
|
F 25 5⁄5 | ||||||||
| 16825 |
Upload files to file.kiwi and get shareable links instantly.
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F 25 5⁄4 | ||||||||
| 16826 |
Provides AI-powered image analysis and OCR capabilities using the Kolosal Visio…
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F 25 5⁄5 | ||||||||
| 16827 |
A Model Context Protocol server that enables users to query, retrieve details, …
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F 25 5⁄5 | ||||||||
| 16828 |
An MCP server implementation that enables calling iFlytek workflows through the…
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F 25 5⁄5 | ||||||||
| 16829 |
Obtain real-time news trending lists: Weibo Hot Search, Baidu Hot List, Zhihu H…
|
F 25 6⁄6 | ||||||||
| 16830 |
A server that implements the Model Context Protocol to connect LLMs to Brightsy…
|
F 25 6⁄6 | ||||||||
| 16831 |
MCP Server for AI automation of the PlayCanvas Editor
|
F 25 5⁄5 | ||||||||
| 16832 |
Enables AI agents to send WhatsApp messages, templates, and retrieve media thro…
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F 25 5⁄5 | ||||||||
| 16833 |
MCP server for SwapAPI - get executable token swap calldata for EVM chains
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F 25 5⁄4 | ||||||||
| 16834 |
An MCP server that analyzes wallets’ trading activity and profitability on Pump…
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F 25 5⁄5 | ||||||||
| 16835 |
A Model Context Protocol server that provides read-only MySQL database queries …
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F 25 5⁄5 | ||||||||
| 16836 |
MCP server for ByteDance Seedream AI image generation
|
F 25 5⁄5 | ||||||||
| 16837 |
Inter-agent communication for multi-agent Claude Code workflows.
|
F 25 6⁄6 | ||||||||
| 16838 |
An MCP server that provides HTTP client capabilities with browser impersonation…
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F 25 5⁄5 | ||||||||
| 16839 |
MCP server for ByteDance Seedance AI video generation
|
F 25 5⁄5 | ||||||||
| 16840 |
MCP server for Flux AI image generation
|
F 25 5⁄5 | ||||||||
| 16841 |
Google Toolbox
|
F 25 5⁄4 | ||||||||
| 16842 |
Enables users to generate professional Chinese resume PDFs from JSON data with …
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F 25 5⁄5 | ||||||||
| 16843 |
MCP server for interacting with Neon Management API and databases.
|
F 25 6⁄6 | ||||||||
| 16844 |
Create spaced repetition flashcards in [Rember](https://rember.com) to remember…
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F 25 5⁄4 | ||||||||
| 16845 |
Enables AI agents to automate browser interactions including navigation, conten…
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F 25 5⁄5 | ||||||||
| 16846 |
A TypeScript implementation of the Model Context Protocol server that enables c…
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F 25 5⁄5 | ||||||||
| 16847 |
A Model Context Protocol server that enables AI assistants to perform advanced …
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F 25 5⁄5 | ||||||||
| 16848 |
Visual CVE audit dashboard for npm, Python, Go, and Rust. Scan from Claude/Curs…
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F 25 5⁄4 | ||||||||
| 16849 |
Moltbook MCP server: post, comment, upvote, DMs, communities. API key auth.
|
F 25 5⁄5 | ||||||||
| 16850 |
An MCP server that converts Markdown text to DOCX format using an external conv…
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F 25 5⁄5 | ||||||||