MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 14801 |
An MCP server that provides asset auto generator
|
D 40 6⁄6 | ||||||||
| 14802 |
A Model Context Protocol server implementation that integrates with KeywordsPeo…
|
F 38 6⁄6 | ||||||||
| 14803 |
GitHub Remote MCP Server
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A cloud platform for registering and using remote tools with GitHub's MCP servi…
|
F 37 6⁄6 | ||||||||
| 14804 |
Add two numbers instantly and generate friendly greetings on demand. Speed up q…
|
F 37 6⁄6 | ||||||||
| 14805 |
A Python tool that automatically converts OpenAPI(Swagger, ETAPI) compatible sp…
|
F 30 5⁄4 | ||||||||
| 14806 |
Enables search capabilities using a Google Custom Search Engine, allowing users…
|
F 30 5⁄5 | ||||||||
| 14807 |
Read jira data via JQL and api and execute requests to create and edit tickets.
|
F 30 5⁄5 | ||||||||
| 14808 |
Expose Gemini CLI functionalities as MCP-compliant tools to enable AI agents to…
|
F 30 5⁄4 | ||||||||
| 14809 |
A Model Context Protocol (MCP) server that automates generating LinkedIn post d…
|
F 30 5⁄5 | ||||||||
| 14810 |
A Model Context Protocol server that provides expert guidance for Dojo and Cair…
|
F 30 5⁄5 | ||||||||
| 14811 |
A research proxy that lets Claude, Cursor, and other MCP clients utilize Gemini…
|
F 30 5⁄4 | ||||||||
| 14812 |
🧠 Production-ready MCP server providing intelligent memory for Claude Code with…
|
F 30 5⁄4 | ||||||||
| 14813 |
A TypeScript-based MCP server that provides web search and webpage scraping cap…
|
F 30 5⁄4 | ||||||||
| 14814 |
An MCP server that allows AI assistants to query databases using natural langua…
|
F 30 5⁄5 | ||||||||
| 14815 |
Enables AI assistants to print documents, manage print queues, and control prin…
|
F 30 5⁄4 | ||||||||
| 14816 |
MCP prompt tool applying Chain-of-Draft (CoD) reasoning - BYOLLM
|
F 30 5⁄5 | ||||||||
| 14817 |
Provides unified access to multiple cloud object storage services (Huawei OBS, …
|
F 30 6⁄6 | ||||||||
| 14818 |
Provides traffic prediction and route optimization tools that consume a REST AP…
|
F 30 5⁄5 | ||||||||
| 14819 |
Enables remote MCP server connections with WorkOS AuthKit authentication and us…
|
F 30 5⁄5 | ||||||||
| 14820 |
Rijksmuseum API integration for artwork search, details, and collections
|
F 30 5⁄5 | ||||||||
| 14821 |
A proof-of-concept Model Context Protocol server that enables LLM applications …
|
F 30 5⁄5 | ||||||||
| 14822 |
An MCP server for CSV files.
|
F 30 5⁄5 | ||||||||
| 14823 |
Code intelligence MCP server — 80+ tools for navigation, impact analysis, and a…
|
F 30 5⁄4 | ||||||||
| 14824 |
A multi-modal AI toolbox based on Model Context Protocol, integrating Zhipu GLM…
|
F 30 5⁄4 | ||||||||
| 14825 |
A secure server that allows LLM applications like Claude to execute whitelisted…
|
F 30 5⁄4 | ||||||||
| 14826 |
Connect Legacy Databases to AI Agents via Model Context Protocol. Open-source b…
|
F 30 5⁄4 | ||||||||
| 14827 |
An MCP server that enables users to retrieve YouTube transcripts and perform vi…
|
F 30 5⁄5 | ||||||||
| 14828 |
A semantic search MCP server that provides historical question-and-answer capab…
|
F 30 5⁄5 | ||||||||
| 14829 |
Enables read and write interactions with 60+ blockchain networks through Claude…
|
F 30 5⁄5 | ||||||||
| 14830 |
Enables AI agents to interact with multiple LLM providers (OpenAI, Anthropic, G…
|
F 30 5⁄5 | ||||||||
| 14831 |
Provides tools for automated company research, competitor identification, and b…
|
F 30 5⁄5 | ||||||||
| 14832 |
An MCP server that enables AI agents to send notifications and request user inp…
|
F 30 5⁄5 | ||||||||
| 14833 |
Serves prompt templates through a standardized protocol for transforming basic …
|
F 30 5⁄5 | ||||||||
| 14834 |
A basic MCP server that provides arithmetic calculation tools and system inform…
|
F 30 5⁄4 | ||||||||
| 14835 |
Enables management of Amazon Bedrock Knowledge Bases including creation, data s…
|
F 30 5⁄5 | ||||||||
| 14836 |
A FastMCP server providing session-based memory and dynamic authentication usin…
|
F 30 5⁄5 | ||||||||
| 14837 |
A Model Context Protocol server that enables collaborative debates between mult…
|
F 30 5⁄5 | ||||||||
| 14838 |
Enables AI agents to interact with Discord by sending notifications, creating c…
|
F 30 5⁄5 | ||||||||
| 14839 |
Provides unified natural language access to 40+ astronomical databases and surv…
|
F 30 5⁄5 | ||||||||
| 14840 |
Provides advanced image analysis capabilities including object recognition, OCR…
|
F 30 5⁄5 | ||||||||
| 14841 |
Connects QGIS to Claude AI through the Model Context Protocol, enabling AI-assi…
|
F 30 5⁄4 | ||||||||
| 14842 |
A Model Context Protocol server that provides real-time global currency exchang…
|
F 30 5⁄5 | ||||||||
| 14843 |
An MCP server that allows Claude and other LLMs to manage persistent memories a…
|
F 30 5⁄5 | ||||||||
| 14844 |
Exposes Google Gemini's Nano Banana image generation models to Claude, enabling…
|
F 30 5⁄5 | ||||||||
| 14845 |
Bidirectional Figma MCP — AI draws UI on Figma canvas, reads designs back
|
F 30 5⁄4 | ||||||||
| 14846 |
A tool that helps easily register Anthropic's Model Context Protocol (MCP) in C…
|
F 30 5⁄4 | ||||||||
| 14847 |
Bring structure and preserve context in vibe coding by automatically tracking i…
|
F 30 5⁄4 | ||||||||
| 14848 |
A Model Context Protocol server that provides access to iTerm. You can run comm…
|
F 30 5⁄4 | ||||||||
| 14849 |
Connects 'yt-dlp' with LLMs via the Model Context Protocol, allowing users to d…
|
F 30 5⁄4 | ||||||||
| 14850 |
A persistent local memory for AI, LLMs, or Copilot in VS Code.
|
F 30 5⁄4 | ||||||||