MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 3 hours, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15101 |
A comprehensive MCP implementation designed for fullstack development that enab…
|
F 30 5⁄4 | ||||||||
| 15102 |
An MCP server that enables users to review and refine AI outputs through a loca…
|
F 30 5⁄4 | ||||||||
| 15103 |
A Model Context Protocol server that enables programmatic control of Moom windo…
|
F 30 5⁄4 | ||||||||
| 15104 |
Enable AI assistants to conduct structured, persona-driven sessions including i…
|
F 30 5⁄4 | ||||||||
| 15105 |
A template for creating and connecting custom tools to Cursor IDE using Model C…
|
F 30 5⁄5 | ||||||||
| 15106 |
Incident management, on-call scheduling, and intelligent analysis powered by Ro…
|
F 30 6⁄6 | ||||||||
| 15107 |
Enables integration with Google Drive for listing, reading, and searching over …
|
F 30 5⁄5 | ||||||||
| 15108 |
This server provides a note storage system with a custom URI scheme, allowing u…
|
F 30 5⁄4 | ||||||||
| 15109 |
A comprehensive server that enables AI applications to interact with Microsoft …
|
F 30 5⁄5 | ||||||||
| 15110 |
A Dart-based MCP server implementation that enables AI-assisted task management…
|
F 30 5⁄5 | ||||||||
| 15111 |
Provides comprehensive access to Pipedrive CRM with 100+ tools for managing dea…
|
F 30 5⁄5 | ||||||||
| 15112 |
An MCP server that allows Claude and other LLMs to manage persistent memories a…
|
F 30 5⁄5 | ||||||||
| 15113 |
Implements Chain of Thought methodology for extended sequential thinking on com…
|
F 30 5⁄5 | ||||||||
| 15114 |
An AI-driven text translation service supporting 20+ languages, based on the Mo…
|
F 30 5⁄5 | ||||||||
| 15115 |
An MCP server that enables advanced CSV analysis and data visualization using G…
|
F 30 5⁄5 | ||||||||
| 15116 |
Enables AI agents to perform secure Salesforce Lead management operations inclu…
|
F 30 5⁄5 | ||||||||
| 15117 |
MCP server for free Google AI Mode search with citations. Query optimization, C…
|
F 30 5⁄5 | ||||||||
| 15118 |
Provides web and local search capabilities via Brave Search combined with advan…
|
F 30 5⁄5 | ||||||||
| 15119 |
An MCP server that wraps the Telegram Bot API into semantic tools for LLM agent…
|
F 30 5⁄4 | ||||||||
| 15120 |
Provides automated Git workflow tools for committing, creating pull requests, a…
|
F 30 5⁄5 | ||||||||
| 15121 |
Enables PTZ camera control with gimbal positioning, snapshots, and AI visual an…
|
F 30 5⁄4 | ||||||||
| 15122 |
Integrates with Everything Search Engine to provide lightning-fast file search …
|
F 30 5⁄4 | ||||||||
| 15123 |
Enables interaction with YouTube through the YouTube Data API, allowing users t…
|
F 30 5⁄4 | ||||||||
| 15124 |
A versatile MCP server framework that enables AI capabilities like remote contr…
|
F 30 5⁄5 | ||||||||
| 15125 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
F 30 5⁄4 | ||||||||
| 15126 |
Generates images from text prompts using Google's Gemini AI models with customi…
|
F 30 5⁄5 | ||||||||
| 15127 |
Node.js server implementing Model Context Protocol (MCP) for filesystem operati…
|
F 30 5⁄5 | ||||||||
| 15128 |
A server that integrates Flux's advanced image generation and manipulation feat…
|
F 30 5⁄5 | ||||||||
| 15129 |
Connects AI agents to Accord chat server instances via the Model Context Protoc…
|
F 30 5⁄4 | ||||||||
| 15130 |
Interact seamlessly with the Bybit API to fetch market data, manage your accoun…
|
F 30 5⁄5 | ||||||||
| 15131 |
A minimal TypeScript starter template for building Model Context Protocol (MCP)…
|
F 30 5⁄5 | ||||||||
| 15132 |
A tool-augmented LLM system for the full PDDL planning pipeline, improving reli…
|
F 30 5⁄4 | ||||||||
| 15133 |
Enables AI assistants to securely access and search Fastmail emails via the JMA…
|
F 30 5⁄5 | ||||||||
| 15134 |
An MCP server that integrates Alibaba Cloud DashScope's FLUX model to provide A…
|
F 30 5⁄5 | ||||||||
| 15135 |
Enables HTTP Request Smuggling vulnerability scanning by wrapping the Smuggler …
|
F 30 5⁄5 | ||||||||
| 15136 |
A Model Context Protocol server allowing Claude AI to interact with AWS resourc…
|
F 30 5⁄5 | ||||||||
| 15137 |
An MCP server for generic Database Management System (DBMS) Connectivity via SQ…
|
F 30 5⁄4 | ||||||||
| 15138 |
Provide seamless integration with DeepWriter's AI content generation and projec…
|
F 30 5⁄4 | ||||||||
| 15139 |
A customizable MCP server for integrating Salesforce APIs with GenAI applicatio…
|
F 30 5⁄4 | ||||||||
| 15140 |
Enables AI-powered computational design in Rhino/Grasshopper with ML-based auto…
|
F 30 5⁄5 | ||||||||
| 15141 |
Provides statistical analysis and usage tracking for Claude Code, enabling user…
|
F 30 5⁄5 | ||||||||
| 15142 |
MCP server for video analysis — extracts transcripts, key frames, OCR text, and…
|
F 30 5⁄5 | ||||||||
| 15143 |
An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and …
|
F 30 5⁄5 | ||||||||
| 15144 |
Web scraping, code review, content gen, sentiment. Zero Core Tools.
|
F 30 5⁄4 | ||||||||
| 15145 |
MCP server that helps AI models understand Vite/Nuxt applications better, avail…
|
F 30 5⁄4 | ||||||||
| 15146 |
Enables local language models to request real-time peer review feedback from Go…
|
F 30 5⁄5 | ||||||||
| 15147 |
Persistent memory with knowledge graph visualization, semantic/hybrid search, c…
|
F 30 5⁄5 | ||||||||
| 15148 |
Bridges locally installed Raycast extensions to any MCP-compatible client via s…
|
F 30 5⁄5 | ||||||||
| 15149 |
Maintains consistent LLM interaction styles across conversations by storing emo…
|
F 30 5⁄5 | ||||||||
| 15150 |
A Model Context Protocol implementation that enables LLMs to execute complex, m…
|
F 30 5⁄5 | ||||||||