MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 3 hours, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 25151 |
This server provides an API to query Large Language Models using context from l…
|
F 30 4⁄3 | ||||||||
| 25152 |
|
F 30 4⁄3 | ||||||||
| 25153 |
Enables control of Android devices through ADB using natural language commands.…
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F 30 4⁄3 | ||||||||
| 25154 |
Enables monitoring and querying of telecom performance management (PM) counters…
|
F 30 4⁄4 | ||||||||
| 25155 |
MCP security proxy that sits between AI coding assistants and MCP servers, dete…
|
F 30 4⁄3 | ||||||||
| 25156 |
This MCP (Model Context Protocol) Server provides a communication interface for…
|
F 30 4⁄3 | ||||||||
| 25157 |
txtai is an all-in-one embeddings database for semantic search, LLM orchestrati…
|
F 30 4⁄4 | ||||||||
| 25158 |
CoexistAI is a modular, developer-friendly research assistant framework . It en…
|
F 30 4⁄3 | ||||||||
| 25159 |
A TypeScript-based server that enables programmatic management of pseudo-termin…
|
F 30 4⁄3 | ||||||||
| 25160 |
Automatically transforms markdown templates (like GitHub Issue templates) into …
|
F 30 4⁄4 | ||||||||
| 25161 |
Browser automation for web scraping and interaction
|
F 30 4⁄3 | ||||||||
| 25162 |
A VSCode extension that provides MCP tools for AI assistants to programmaticall…
|
F 30 4⁄3 | ||||||||
| 25163 |
Enables management and querying of multiple MySQL databases through natural lan…
|
F 30 4⁄4 | ||||||||
| 25164 |
45+ interactive charts, dashboards, flowcharts, and KPIs inside any AI conversa…
|
F 30 4⁄3 | ||||||||
| 25165 |
A demonstration MCP server showcasing the xmcp framework's structured approach …
|
F 30 4⁄3 | ||||||||
| 25166 |
AI-powered POS & sales analytics MCP server with 67 tools for Airレジ, スマレジ, and …
|
F 30 4⁄4 | ||||||||
| 25167 |
Enables management of the Proflores budgeting system, allowing users to interac…
|
F 30 4⁄4 | ||||||||
| 25168 |
Provides access to the official German Federal Legal Information Portal (rechts…
|
F 30 4⁄4 | ||||||||
| 25169 |
A privacy-first MCP server that provides local LLM-enhanced tools for code anal…
|
F 30 4⁄3 | ||||||||
| 25170 |
Enables users to create professional React-powered videos through Claude Deskto…
|
F 30 4⁄3 | ||||||||
| 25171 |
A comprehensive MCP server that integrates Ollama model management with special…
|
F 30 4⁄3 | ||||||||
| 25172 |
An MCP server that provides access to supervisor evaluations and ratings from u…
|
F 30 4⁄3 | ||||||||
| 25173 |
Connect AI agents to the Aevo trading platform. Retrieve market data, manage ac…
|
F 30 4⁄4 | ||||||||
| 25174 |
A Model Context Protocol server that wraps the official Obsidian CLI to allow A…
|
F 30 4⁄3 | ||||||||
| 25175 |
Provides personalized book recommendations through OpenRouter and ChatGPT based…
|
F 30 4⁄4 | ||||||||
| 25176 |
A comprehensive security scanner for Model Context Protocol (MCP) servers that …
|
F 30 4⁄3 | ||||||||
| 25177 |
Talk to your SaaS tools including HubSpot, Salesforce, and more
|
F 30 4⁄4 | ||||||||
| 25178 |
Provides tools for AI assistants to manage and diagnose MWAA Airflow environmen…
|
F 30 4⁄3 | ||||||||
| 25179 |
Provides comprehensive access to Salesforce B2C Commerce Cloud development tool…
|
F 30 4⁄3 | ||||||||
| 25180 |
This is an MCP server used for querying books, and it can be applied in common …
|
F 30 4⁄4 | ||||||||
| 25181 |
A lightweight, AI-native server that enables GPT-based AI agents to fetch real-…
|
F 30 4⁄4 | ||||||||
| 25182 |
A production-grade memory server for LibreChat that stores conversation turns a…
|
F 30 4⁄4 | ||||||||
| 25183 |
Enables programmatic interaction with Expo/React Native projects and EAS (Expo …
|
F 30 4⁄4 | ||||||||
| 25184 |
A TypeScript MCP server for Codecks project management that provides over 32 to…
|
F 30 4⁄4 | ||||||||
| 25185 |
Summarize academic papers by uploading PDFs or providing PDF URLs to get concis…
|
F 30 4⁄3 | ||||||||
| 25186 |
A modular collection of MCP servers for automating virtual secretary tasks with…
|
F 30 4⁄4 | ||||||||
| 25187 |
Enables users to interact with GitHub's Projects v2 API through natural languag…
|
F 30 4⁄4 | ||||||||
| 25188 |
AI assistant built with Streamlit, NVIDIA NIM (LLaMa 3.3:70B) / Ollama, and Mod…
|
F 30 4⁄3 | ||||||||
| 25189 |
Enables AI-powered Slack workspace management with 18+ tools for messaging, cha…
|
F 30 4⁄4 | ||||||||
| 25190 |
The Offorte Proposal Software MCP server enables creation and sending of busine…
|
F 30 4⁄4 | ||||||||
| 25191 |
An AI-powered compliance assistant that analyzes financial marketing content fo…
|
F 30 4⁄4 | ||||||||
| 25192 |
A read-only Model Context Protocol server that exposes a semantic knowledge bas…
|
F 30 4⁄4 | ||||||||
| 25193 |
Enables interaction with the DROYD AI trading agent API for cryptocurrency rese…
|
F 30 4⁄4 | ||||||||
| 25194 |
Enables first-order logic reasoning including theorem proving, model finding, c…
|
F 30 4⁄4 | ||||||||
| 25195 |
A simplified Model Context Protocol server in Python that reads text input and …
|
F 30 4⁄4 | ||||||||
| 25196 |
Enables searching and retrieving academic papers from arXiv by topic, allowing …
|
F 30 4⁄4 | ||||||||
| 25197 |
A foundation layer for building production-grade Model Context Protocol (MCP) s…
|
F 30 4⁄3 | ||||||||
| 25198 |
Create and save recipes in Paprika with natural language!
|
F 30 4⁄3 | ||||||||
| 25199 |
A centralized management platform that aggregates multiple Model Context Protoc…
|
F 30 4⁄4 | ||||||||
| 25200 |
Embeds an MCP server directly within Obsidian to provide applications with stre…
|
F 30 4⁄3 | ||||||||