MCP Server Quality Scores
Independent quality analysis of 66475 public MCP servers
Last updated 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8101 |
Provides comprehensive word definitions, pronunciations, meanings, and examples…
|
C 69 5⁄5 | ||||||||
| 8102 |
A Model Context Protocol server that provides comprehensive access to Microsoft…
|
C 69 5⁄5 | ||||||||
| 8103 |
Provides FastMCP-based servers with various tools for AI assistants including m…
|
C 69 5⁄5 | ||||||||
| 8104 |
Connects AI assistants like Claude to Google Drive, enabling them to browse, re…
|
C 69 5⁄4 | ||||||||
| 8105 |
Provides Cheat Engine-like capabilities for game hacking and reverse engineerin…
|
C 69 5⁄4 | ||||||||
| 8106 |
A Model Context Protocol server that integrates with ServiceNow instances, allo…
|
C 69 5⁄4 | ||||||||
| 8107 |
Integrates with the skills.sh ecosystem to allow AI coding agents to discover, …
|
C 69 5⁄5 | ||||||||
| 8108 |
Enables real-time communication between applications and AI models using the Mo…
|
C 69 5⁄5 | ||||||||
| 8109 |
Orchestrates multiple Claude Code agents across iTerm2 sessions with process-le…
|
C 69 5⁄4 | ||||||||
| 8110 |
Automates interactions with the PAF-IAST University LMS to provide AI assistant…
|
C 69 5⁄4 | ||||||||
| 8111 |
JumpCloud MCP Server
Claim
Enables natural language interaction with JumpCloud environments to query users…
|
C 69 5⁄5 | ||||||||
| 8112 |
Enables Claude to maintain persistent memory across conversations using a local…
|
C 69 5⁄5 | ||||||||
| 8113 |
File Search MCP
Claim
Enables blazingly fast file and content searching in large codebases using ripg…
|
C 69 5⁄4 | ||||||||
| 8114 |
Provides AI tools with direct access to project file bundles and structure thro…
|
C 69 5⁄4 | ||||||||
| 8115 |
Enables AI assistants to interact with Apollo.io API for sales and marketing ac…
|
C 69 5⁄5 | ||||||||
| 8116 |
Provides AI-powered medical image analysis tools for LLM agents, enabling tasks…
|
C 69 5⁄4 | ||||||||
| 8117 |
Enables LLMs to perform web browsing tasks, take screenshots, and execute JavaS…
|
C 69 5⁄4 | ||||||||
| 8118 |
Enables conversational analysis of CSV and Parquet files through natural langua…
|
C 69 5⁄4 | ||||||||
| 8119 |
Instagram MCP server for analytics and insights. Get account overviews, posts, …
|
C 69 5⁄4 | ||||||||
| 8120 |
小智 & Cursor 的 MCP 启动器 - MCP For Cursor&xiaozhi。打包成可执行文件。Turn MCP server into an…
|
C 69 5⁄5 | ||||||||
| 8121 |
An MCP server that provides integration with Jira and Confluence for managing i…
|
C 69 5⁄5 | ||||||||
| 8122 |
mcp-starter is a secure, starter framework for building MCP servers with JWT-ba…
|
C 69 5⁄5 | ||||||||
| 8123 |
Master MCP Server
Claim
Aggregates multiple MCP servers behind a single, secure endpoint with unified t…
|
C 69 5⁄5 | ||||||||
| 8124 |
A Model Context Protocol server that facilitates seamless communication between…
|
C 69 5⁄5 | ||||||||
| 8125 |
Enables natural language queries to Google Calendar API for checking appointmen…
|
C 69 5⁄5 | ||||||||
| 8126 |
DFlow MCP Server
Claim
Provides access to Kalshi prediction market data with 23 tools for querying eve…
|
C 69 5⁄5 | ||||||||
| 8127 |
Enables AI-powered audio processing including stem separation, vocal extraction…
|
C 69 5⁄4 | ||||||||
| 8128 |
Task management protocol for solo developers and AI coding agents with 2-gatewa…
|
C 69 5⁄4 | ||||||||
| 8129 |
Robot Memory - Persistent memory system for AI robots. MCP Server + hybrid sear…
|
C 69 5⁄4 | ||||||||
| 8130 |
Extracts and stores documentation content from Microsoft Learn and GitHub URLs …
|
C 69 5⁄5 | ||||||||
| 8131 |
Enables sending messages to Mattermost channels through webhooks via MCP protoc…
|
C 69 5⁄5 | ||||||||
| 8132 |
cubox-mcp
Claim
|
C 69 5⁄5 | ||||||||
| 8133 |
Provides time-related tools for LLM applications, enabling retrieval of current…
|
C 69 5⁄5 | ||||||||
| 8134 |
Analyzes codebases and extracts all symbols (functions, classes, methods, inter…
|
C 69 5⁄4 | ||||||||
| 8135 |
An MCP server that aggregates data from six weather sources to provide current …
|
C 69 5⁄5 | ||||||||
| 8136 |
An MCP server that enables users to search for movie and TV show resources acro…
|
C 69 5⁄5 | ||||||||
| 8137 |
A modern MCP server that provides fast, structured access to Microsoft Flight S…
|
C 69 5⁄5 | ||||||||
| 8138 |
Enables interaction with Palo Alto Networks APIs through a Model Context Protoc…
|
C 69 5⁄5 | ||||||||
| 8139 |
Provides comprehensive NBA player statistics from basketball-reference.com, del…
|
C 69 5⁄5 | ||||||||
| 8140 |
Enables image generation using Google Gemini models like Gemini 2.0 Flash and I…
|
C 69 5⁄5 | ||||||||
| 8141 |
Provides AI tools with access to ProudNet documentation through search, page re…
|
C 69 5⁄5 | ||||||||
| 8142 |
MCP server for Base wallet interactions: balances, gas, tokens, allowances, ENS.
|
C 69 5⁄4 | ||||||||
| 8143 |
Enables AI assistants to query and interact with Microsoft SQL Server LocalDB d…
|
C 69 5⁄4 | ||||||||
| 8144 |
Enables control and monitoring of Wyze smart home devices through AI assistants…
|
C 69 5⁄5 | ||||||||
| 8145 |
HubSpot Email MCP Server
Claim
Enables management of HubSpot marketing emails from Claude Desktop, including l…
|
C 69 5⁄5 | ||||||||
| 8146 |
A Model Context Protocol server that provides read-only access to PostgreSQL da…
|
C 69 5⁄5 | ||||||||
| 8147 |
MCPAuthFuncapp
Claim
A secure Model Context Protocol backend service built on Azure Functions that p…
|
C 69 5⁄5 | ||||||||
| 8148 |
An MCP server that connects AI assistants to the Wonderkraftz Premium Gifting S…
|
C 69 5⁄5 | ||||||||
| 8149 |
A Model Context Protocol (MCP) server for running Genesis World simulations wit…
|
C 69 5⁄4 | ||||||||
| 8150 |
81 chemistry tools — literature, calculations, retrosynthesis
|
C 69 5⁄5 | ||||||||