MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 1 hour, 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5101 |
Enables AI coding tools to query and validate analytics event specifications ma…
|
B 73 5⁄4 | ||||||||
| 5102 |
whatsapp-mcp
Claim
WhatsApp Unofficial MCP Server
|
B 73 5⁄4 | ||||||||
| 5103 |
Enables natural language task management including logging, updating, and summa…
|
B 73 5⁄4 | ||||||||
| 5104 |
@mcp-fe/react-tools
Claim
Don't let AI guess from screenshots. Give LLMs direct access to your React stat…
|
B 73 5⁄5 | ||||||||
| 5105 |
A bridge that enables seamless integration of Ollama's local LLM capabilities i…
|
B 73 5⁄5 | ||||||||
| 5106 |
Gives large language models time awareness capabilities through various time-re…
|
B 73 5⁄5 | ||||||||
| 5107 |
Provides real-time Venezuelan economic data, including official and parallel ex…
|
B 73 5⁄5 | ||||||||
| 5108 |
Fullrun is an AI agent that manages Google Ads for you. It monitors your campai…
|
B 73 5⁄4 | ||||||||
| 5109 |
A Model Context Protocol server that enables interaction with Jira's REST API u…
|
B 73 5⁄5 | ||||||||
| 5110 |
Model Context Protocol server for Google Gemini AI with chat, research, and gro…
|
B 73 5⁄4 | ||||||||
| 5111 |
An MCP server that enables AI agents to interact with Atlassian products (Confl…
|
B 73 5⁄5 | ||||||||
| 5112 |
A Model Context Protocol server that allows Claude to interact with Linear's AP…
|
B 73 5⁄5 | ||||||||
| 5113 |
Provides precise conversions between different units of measurement including t…
|
B 73 5⁄4 | ||||||||
| 5114 |
Facilitates interaction with the BlueSky social network via its official API, a…
|
B 73 5⁄5 | ||||||||
| 5115 |
A command-line interface application that enables interactive chat with AI mode…
|
B 73 5⁄4 | ||||||||
| 5116 |
Zen Browser automation via WebDriver BiDi. 20 tools for navigation, form fillin…
|
B 73 5⁄4 | ||||||||
| 5117 |
Galaxy Brain
Claim
Combines structured sequential thinking with batch operation execution, enablin…
|
B 73 5⁄5 | ||||||||
| 5118 |
Provides application insights for Vue apps by exposing component trees, state, …
|
B 73 5⁄4 | ||||||||
| 5119 |
Enables automated testing and development of Expo/React Native apps through ses…
|
B 73 5⁄4 | ||||||||
| 5120 |
A comprehensive reference implementation demonstrating all features of the Mode…
|
B 73 5⁄4 | ||||||||
| 5121 |
A Model Context Protocol server that allows managing VMware Fusion virtual mach…
|
B 73 5⁄5 | ||||||||
| 5122 |
An MCP server that enables text-to-image generation and editing using OpenAI's …
|
B 73 5⁄5 | ||||||||
| 5123 |
Enables executing SQL queries on PostgreSQL databases with configurable read-on…
|
B 73 5⁄5 | ||||||||
| 5124 |
Enables free web searching using Google search results with no API keys require…
|
B 73 5⁄5 | ||||||||
| 5125 |
A TypeScript template for creating Model Context Protocol servers that enable A…
|
B 73 5⁄4 | ||||||||
| 5126 |
Provides secure access to AWS S3 buckets through pre-signed URLs, enabling list…
|
B 73 5⁄5 | ||||||||
| 5127 |
An AI agent task management system that provides structure and visualization fo…
|
B 73 5⁄5 | ||||||||
| 5128 |
Enables AI agents to access Fathom AI meeting data including transcripts, summa…
|
B 73 5⁄5 | ||||||||
| 5129 |
A personal knowledge MCP server with vector database for the Opencode ecosystem…
|
B 73 5⁄4 | ||||||||
| 5130 |
Enables AI agents to store and retrieve information persistently using key-valu…
|
B 73 5⁄4 | ||||||||
| 5131 |
Deterministic execution engine for AI agents with 412 modules across 78 categor…
|
B 73 5⁄4 | ||||||||
| 5132 |
56+ AI tools for CRM, content, workflows, SkillForge & marketing automation.
|
B 73 5⁄5 | ||||||||
| 5133 |
Control Home Assistant lights, climate, media, locks, and scenes using natural …
|
B 73 5⁄4 | ||||||||
| 5134 |
Enables AI assistants to query and analyze errors from Bugsink self-hosted erro…
|
B 73 5⁄5 | ||||||||
| 5135 |
Easy-to-use MCP server framework specialized for SSE.
|
B 73 5⁄4 | ||||||||
| 5136 |
An AI-powered customer service automation system designed to handle flight disr…
|
B 73 5⁄5 | ||||||||
| 5137 |
Integrates AI assistants with Graylog to query and analyze log data using Elast…
|
B 73 5⁄5 | ||||||||
| 5138 |
Manage and monitor Hadoop clusters via Apache Ambari API, enabling service oper…
|
B 73 5⁄5 | ||||||||
| 5139 |
Time MCP Server
Claim
Provides current time information and timezone conversion capabilities using IA…
|
B 73 5⁄5 | ||||||||
| 5140 |
An MCP server that integrates Bear Note Taking App with Claude Desktop, allowin…
|
B 73 5⁄5 | ||||||||
| 5141 |
Enables real-time validation of EU VAT numbers using the official VIES service.…
|
B 73 5⁄5 | ||||||||
| 5142 |
Enables integration with VOICEVOX text-to-speech services to convert text into …
|
B 73 5⁄4 | ||||||||
| 5143 |
Query and analyze GreptimeDB metrics, logs and traces via SQL, TQL and RANGE qu…
|
B 73 5⁄4 | ||||||||
| 5144 |
Provides long-term memory storage for AI assistants with semantic search, enabl…
|
B 73 5⁄4 | ||||||||
| 5145 |
A MCP server to allow the LLM in Cursor to access Rust Analyzer, Crate Docs and…
|
B 73 5⁄4 | ||||||||
| 5146 |
A Model Context Protocol (MCP) server that provides access to Hacker News stori…
|
B 73 5⁄5 | ||||||||
| 5147 |
Provides instant access to MCP development documentation, best practices, produ…
|
B 73 5⁄5 | ||||||||
| 5148 |
Provides access to SBA small business size standards and SBIR/STTR federal R\&D…
|
B 73 5⁄5 | ||||||||
| 5149 |
An MCP server that enables searching for Rust crates and their documentation fr…
|
B 73 5⁄5 | ||||||||
| 5150 |
Enables Claude to control Nordic Thingy:52 IoT devices via Bluetooth LE, allowi…
|
B 73 5⁄4 | ||||||||