MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 6 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6201 |
MCP server for web scraping: URLs, links, metadata, CSS extraction.
|
B 72 5⁄4 | ||||||||
| 6202 |
MCP server for arXiv.org - Search, analyze, and export academic papers with AI …
|
B 72 5⁄4 | ||||||||
| 6203 |
Allows users to save, organize, and manage AI prompts, folders, and tags direct…
|
B 72 5⁄5 | ||||||||
| 6204 |
Facilitates web search capabilities using Perplexity's API, allowing users to r…
|
B 72 5⁄5 | ||||||||
| 6205 |
MCP server for AI agents to manage multiple wallets with coordinated trading an…
|
B 72 5⁄5 | ||||||||
| 6206 |
Stamn MCP Server
Claim
Enables AI agents to interact with the Stamn platform for creating, managing, a…
|
B 72 5⁄5 | ||||||||
| 6207 |
Enables secure remote command execution and bidirectional file transfers on SSH…
|
B 72 5⁄5 | ||||||||
| 6208 |
An MCP server that provides AI coding assistants with access to official ARM CM…
|
B 72 5⁄4 | ||||||||
| 6209 |
InChat Image Viewer MCP - View images inline in AI chat by just providing the f…
|
B 72 5⁄4 | ||||||||
| 6210 |
This MCP server lets you search Facebook's Ad Library, retrieve brand ads, and …
|
B 72 5⁄4 | ||||||||
| 6211 |
Game World Sandbox MCP
Claim
Enables creation and management of structured game worlds for text adventures a…
|
B 72 5⁄5 | ||||||||
| 6212 |
A server that enables AI assistants to execute terminal commands and retrieve o…
|
B 72 5⁄5 | ||||||||
| 6213 |
Enables Claude and other MCP-compatible tools to communicate with OpenAI's GPT …
|
B 72 5⁄5 | ||||||||
| 6214 |
Provides real-time weather forecasts and active weather alerts for US locations…
|
B 72 5⁄5 | ||||||||
| 6215 |
Adds a live git branch status bar to the Claude footer for tracking multiple ac…
|
B 72 5⁄4 | ||||||||
| 6216 |
Provides LLMs with access to molt-md, an encrypted markdown document hosting se…
|
B 72 5⁄5 | ||||||||
| 6217 |
Investidor10 MCP Server
Claim
Investidor10 MCP Server
|
B 72 5⁄5 | ||||||||
| 6218 |
Dynamically exposes CLI/bash commands as MCP tools and creates structured AI pr…
|
B 72 5⁄5 | ||||||||
| 6219 |
Provides access to real-time and historical water conditions of the Aare river …
|
B 72 5⁄5 | ||||||||
| 6220 |
A Model Context Protocol server that integrates with NeverBounce API to validat…
|
B 72 5⁄5 | ||||||||
| 6221 |
Reddit MCP Server
Claim
Enables interaction with Reddit through a comprehensive API interface supportin…
|
B 72 5⁄5 | ||||||||
| 6222 |
A bridge that provides AI assistants with access to WaniKani user data and func…
|
B 72 5⁄5 | ||||||||
| 6223 |
A Python server that enables language models like Claude to interact with Whats…
|
B 72 5⁄5 | ||||||||
| 6224 |
Enables AI assistants to generate UML diagrams from text descriptions using Pla…
|
B 72 5⁄4 | ||||||||
| 6225 |
Integrates local Zotero libraries with Claude's Desktop interface, allowing use…
|
B 72 5⁄4 | ||||||||
| 6226 |
A Model Context Protocol (MCP) server that enables LLMs to interact directly th…
|
B 72 5⁄4 | ||||||||
| 6227 |
Enables interaction with Salesforce API using jsforce, allowing users to query …
|
B 72 5⁄5 | ||||||||
| 6228 |
A comprehensive, free MCP server designed specifically for financial analysis a…
|
B 72 5⁄4 | ||||||||
| 6229 |
Agentic memory manager. Install Skill: npx skills add meharajM/agent-loop-mcp
|
B 72 5⁄4 | ||||||||
| 6230 |
Enables systematic document organization with PDF-to-Markdown conversion, intel…
|
B 72 5⁄4 | ||||||||
| 6231 |
SSH server management with zero-token SFTP file transfer and SOCKS proxy support
|
B 72 4⁄4 | ||||||||
| 6232 |
Connects Claude to Portkey's API for managing AI configurations, workspaces, an…
|
B 72 5⁄5 | ||||||||
| 6233 |
Provides semantic search and data retrieval capabilities over a knowledge base …
|
B 72 5⁄5 | ||||||||
| 6234 |
Converts Markdown files and standalone Mermaid diagrams into high-quality PDF o…
|
B 72 5⁄5 | ||||||||
| 6235 |
Enables AI assistants to store and retrieve persistent memories with a web mana…
|
B 72 5⁄4 | ||||||||
| 6236 |
Solana AI Terminal
Claim
Enables AI agents to interact with the Solana blockchain network, supporting do…
|
B 72 5⁄5 | ||||||||
| 6237 |
Provides comprehensive TRPG dice rolling functionality including standard notat…
|
B 72 5⁄5 | ||||||||
| 6238 |
MCP Server for Oracle
Claim
Enables secure access to Oracle databases with fine-grained access control, sup…
|
B 72 5⁄5 | ||||||||
| 6239 |
A powerful ZIP file processing tool that enables creating, extracting, listing,…
|
B 72 5⁄4 | ||||||||
| 6240 |
Enables interaction with Microsoft Bookings through the Microsoft Graph API to …
|
B 72 5⁄5 | ||||||||
| 6241 |
A Model Context Protocol server that enables email operations through POP3 and …
|
B 72 5⁄5 | ||||||||
| 6242 |
Provides cognitive tools for critical thinking and multi-perspective analysis o…
|
B 72 5⁄5 | ||||||||
| 6243 |
A Model Context Protocol server that enables Cline to translate natural languag…
|
B 72 5⁄4 | ||||||||
| 6244 |
Provides a therapeutic interface for LLMs to receive emotional validation and p…
|
B 72 5⁄5 | ||||||||
| 6245 |
A simple Model Context Protocol server that provides real-time weather data to …
|
B 72 5⁄4 | ||||||||
| 6246 |
This server provides a minimal template for creating AI assistant tools using t…
|
B 72 5⁄4 | ||||||||
| 6247 |
Enables AI clients to manage GitLab pipelines through natural language commands…
|
B 72 5⁄5 | ||||||||
| 6248 |
Provides real-time weather data and forecasts for locations worldwide using the…
|
B 72 5⁄5 | ||||||||
| 6249 |
A Model Context Protocol enabling AI clients to interact with PowerBI Models by…
|
B 72 5⁄5 | ||||||||
| 6250 |
Provides tools for multi-chain DeFi operations using the Fibrous SDK, enabling …
|
B 72 5⁄5 | ||||||||