MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8101 |
A server that exposes Pi-hole functionality as tools for AI assistants, allowin…
|
C 69 5⁄5 | ||||||||
| 8102 |
A Model Context Protocol server that provides real-time database schema informa…
|
C 69 5⁄5 | ||||||||
| 8103 |
reddit-mcp
Claim
Provides access to public Reddit data through tools for searching subreddits, v…
|
C 69 5⁄5 | ||||||||
| 8104 |
W3C WebMCP toolkit for Chrome 146. Expose any website as a structured MCP serve…
|
C 69 5⁄4 | ||||||||
| 8105 |
Provides tools to manage SSH targets and generate one-time WebShell terminal se…
|
C 69 5⁄5 | ||||||||
| 8106 |
This MCP server enables users to interact with AWS Amplify Gen2 application dat…
|
C 69 5⁄5 | ||||||||
| 8107 |
Connects an Emby media server to AI clients like Claude Desktop, enabling natur…
|
C 69 5⁄5 | ||||||||
| 8108 |
File Search MCP
Claim
Enables blazingly fast file and content searching in large codebases using ripg…
|
C 69 5⁄4 | ||||||||
| 8109 |
A server that enables seamless integration between local Ollama LLM instances a…
|
C 69 5⁄4 | ||||||||
| 8110 |
Enables language models to query Goatcounter web analytics data, including page…
|
C 69 5⁄5 | ||||||||
| 8111 |
SPIRED-Stab MCP
Claim
Enables protein stability prediction ($DeltaDelta$G and $Delta$Tm) and systemat…
|
C 69 5⁄4 | ||||||||
| 8112 |
Provides tools for compiling and packaging XR875 project components, including …
|
C 69 5⁄5 | ||||||||
| 8113 |
Enables remote server management through SSH and SFTP, supporting command execu…
|
C 69 5⁄5 | ||||||||
| 8114 |
|
C 69 5⁄4 | ||||||||
| 8115 |
Master MCP Server
Claim
Aggregates multiple MCP servers behind a single, secure endpoint with unified t…
|
C 69 5⁄5 | ||||||||
| 8116 |
MCP server providing Docker Desktop release notes and security information.
|
C 69 5⁄4 | ||||||||
| 8117 |
Provides AI-powered medical image analysis tools for LLM agents, enabling tasks…
|
C 69 5⁄4 | ||||||||
| 8118 |
A Model Context Protocol server that enables AI agents to interact with Alibaba…
|
C 69 5⁄5 | ||||||||
| 8119 |
USASpending MCP Server
Claim
Enables research of federal contract awards and competitive landscape analysis …
|
C 69 5⁄5 | ||||||||
| 8120 |
Enables AI assistants to interact with GitLab for managing projects, branches, …
|
C 69 5⁄5 | ||||||||
| 8121 |
A Python-based server that provides access to Whissle API endpoints for speech-…
|
C 69 5⁄5 | ||||||||
| 8122 |
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 | ||||||||
| 8123 |
Enables creation and management of state/decision graphs using NetworkX, suppor…
|
C 69 5⁄4 | ||||||||
| 8124 |
Enables users to fetch current weather conditions for any city worldwide and di…
|
C 69 5⁄5 | ||||||||
| 8125 |
Enables AI assistants to interact with RGB assets, Lightning Network operations…
|
C 69 5⁄5 | ||||||||
| 8126 |
Provides information about animals at the Taipei Zoo, including their habits, h…
|
C 69 5⁄4 | ||||||||
| 8127 |
A zero-configuration job aggregation server that enables searching for position…
|
C 69 5⁄5 | ||||||||
| 8128 |
Model Context Protocol server that enables Claude Desktop (or any MCP client) t…
|
C 69 5⁄5 | ||||||||
| 8129 |
A Model Context Protocol (MCP) server that optimizes token usage by caching dat…
|
C 69 5⁄5 | ||||||||
| 8130 |
Provides Windows system diagnostic capabilities to AI agents, allowing them to …
|
C 69 5⁄5 | ||||||||
| 8131 |
Free Crypto Coin Data
Claim
Free live and historical cryptocurrency prices
Provide real-time cryptocurrenc…
|
C 69 5⁄4 | ||||||||
| 8132 |
Enables integration with the Ninetn AI-powered memo application to create, sear…
|
C 69 5⁄5 | ||||||||
| 8133 |
Provides a secure environment for executing shell commands with restricted dire…
|
C 69 5⁄4 | ||||||||
| 8134 |
Provides comprehensive Redis database operations supporting all major data type…
|
C 69 5⁄5 | ||||||||
| 8135 |
Automates interactions with the PAF-IAST University LMS to provide AI assistant…
|
C 69 5⁄4 | ||||||||
| 8136 |
A local Model Context Protocol (MCP) server that exposes custom tools to Claude…
|
C 69 5⁄4 | ||||||||
| 8137 |
HubSpot Email MCP Server
Claim
Enables management of HubSpot marketing emails from Claude Desktop, including l…
|
C 69 5⁄5 | ||||||||
| 8138 |
Enables conversational analysis of CSV and Parquet files through natural langua…
|
C 69 5⁄4 | ||||||||
| 8139 |
A Model Context Protocol server that allows interaction with RSS feeds, enablin…
|
C 69 5⁄5 | ||||||||
| 8140 |
MCP server for Huly — manage projects, issues, documents and more via natural l…
|
C 69 5⁄4 | ||||||||
| 8141 |
linear-test-mcp
Claim
|
C 69 5⁄4 | ||||||||
| 8142 |
Enables LLMs to interact with Google Analytics 4 data through the Google Analyt…
|
C 69 5⁄4 | ||||||||
| 8143 |
python-notebook-mcp
Claim
Lightweight Python Notebook MCP - Enable AI assistants to create, edit, and vie…
|
C 69 5⁄4 | ||||||||
| 8144 |
Provides Android development assistance following NowInAndroid best practices, …
|
C 69 5⁄5 | ||||||||
| 8145 |
IDA-MCP
Claim
Enables interaction with multiple IDA Pro instances through MCP, allowing users…
|
C 69 5⁄4 | ||||||||
| 8146 |
MCP Server for use with Monarch Money
|
C 69 5⁄5 | ||||||||
| 8147 |
Leverages Google's Gemini AI with a 1M token context window for comprehensive c…
|
C 69 5⁄5 | ||||||||
| 8148 |
An MCP server that provides integration with Jira and Confluence for managing i…
|
C 69 5⁄5 | ||||||||
| 8149 |
Enables AI assistants to search and retrieve real-time job listings from the Te…
|
C 69 5⁄4 | ||||||||
| 8150 |
A Model Context Protocol server that provides comprehensive access to Microsoft…
|
C 69 5⁄5 | ||||||||