MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7101 |
MCP server for Cronometer — food logs, macros, fasting, biometrics, and recurri…
|
B 71 5⁄5 | ||||||||
| 7102 |
chessmata
Claim
Chessmata: chess game for humans and AI agents
|
B 71 5⁄4 | ||||||||
| 7103 |
Enables browser automation for LLMs on Linux display servers, supporting web in…
|
B 71 5⁄4 | ||||||||
| 7104 |
Enables autonomous task execution and direct desktop computer control through B…
|
B 71 5⁄5 | ||||||||
| 7105 |
A production-ready MCP server that enables safe, read-only SQL SELECT queries a…
|
B 71 5⁄5 | ||||||||
| 7106 |
A Model Context Protocol server that connects AI agents to Apache Jena, enablin…
|
B 71 5⁄5 | ||||||||
| 7107 |
Enables AI assistants to search Slack messages and channels using the Slack Web…
|
B 71 5⁄5 | ||||||||
| 7108 |
Spider MCP Server
Claim
Enables crawling and extracting clean content from documentation websites with …
|
B 71 5⁄5 | ||||||||
| 7109 |
Enables AI assistants to use Neo4j knowledge graphs and Qdrant vector databases…
|
B 71 5⁄5 | ||||||||
| 7110 |
A Model Context Protocol server that enables downloading and parsing Substack p…
|
B 71 5⁄5 | ||||||||
| 7111 |
A FastMCP server that enables AI agents to safely execute shell commands, run c…
|
B 71 5⁄5 | ||||||||
| 7112 |
Provides access to Japanese labor and social insurance laws and administrative …
|
B 71 5⁄4 | ||||||||
| 7113 |
An MCP server to extract keyphrases from a text with the BERT model
|
B 71 5⁄4 | ||||||||
| 7114 |
WordPress Content MCP
Claim
Enables management of WordPress posts and pages including creating, updating, d…
|
B 71 5⁄5 | ||||||||
| 7115 |
Allows external tools (VSCode, Claude Code, etc.) to access log output and erro…
|
B 71 5⁄5 | ||||||||
| 7116 |
A Model Context Protocol server that provides browser automation capabilities u…
|
B 71 5⁄4 | ||||||||
| 7117 |
MCP Server for Unity3d Game Engine integration for game development
|
B 71 5⁄4 | ||||||||
| 7118 |
Provides searchable access to official MCP protocol specification and FastMCP f…
|
B 71 5⁄5 | ||||||||
| 7119 |
An MCP server that enables programmatic management and monitoring of developmen…
|
B 71 5⁄5 | ||||||||
| 7120 |
Transforms any documentation website (GitBook, Vercel docs, Next.js sites, etc.…
|
B 71 5⁄5 | ||||||||
| 7121 |
GFS-Wave (WAVEWATCH III) forecasts and NDBC buoy wave observations
|
B 71 5⁄4 | ||||||||
| 7122 |
Enables comprehensive management of Palo Alto Networks firewalls through a modu…
|
B 71 5⁄5 | ||||||||
| 7123 |
Enables searching and retrieving Datadog logs through the Model Context Protoco…
|
B 71 5⁄5 | ||||||||
| 7124 |
MCP\_WolframAlpha
|
B 71 5⁄5 | ||||||||
| 7125 |
Generates realistic mock data using Faker.js for database seeding, API testing,…
|
B 71 5⁄5 | ||||||||
| 7126 |
A central knowledge hub that connects AI tools to a unified 'Master Brain' with…
|
B 71 5⁄5 | ||||||||
| 7127 |
EdgeOne Pages MCP Server
Claim
Enables AI assistants to deploy and manage static websites directly through Edg…
|
B 71 5⁄5 | ||||||||
| 7128 |
MCP App Workers Template
Claim
A production-ready template for building MCP servers on Cloudflare Workers that…
|
B 71 5⁄5 | ||||||||
| 7129 |
OpenAPI to MCP Server
Claim
A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger s…
|
B 71 5⁄5 | ||||||||
| 7130 |
Eunomia MCP Server is an extension of the Eunomiaframework that connects Eunomi…
|
B 71 5⁄4 | ||||||||
| 7131 |
Enables retrieval of Russian real estate cadastral data including coordinates, …
|
B 71 5⁄5 | ||||||||
| 7132 |
A Model Context Protocol server that provides seamless integration with Google …
|
B 71 5⁄5 | ||||||||
| 7133 |
Indexes the locally-installed @trussworks/react-uswds package and helps code as…
|
B 71 5⁄4 | ||||||||
| 7134 |
An MCP server that provides access to Vitally customer data, allowing users to …
|
B 71 5⁄5 | ||||||||
| 7135 |
A Model Context Protocol server that provides clj-kondo linting capabilities fo…
|
B 71 5⁄5 | ||||||||
| 7136 |
Enables users to manage GitCode repositories and automatically generate mind ma…
|
B 71 5⁄5 | ||||||||
| 7137 |
Provides functionality to fetch web content in various formats, including HTML,…
|
B 71 5⁄5 | ||||||||
| 7138 |
|
B 71 5⁄4 | ||||||||
| 7139 |
Provides advanced cryptocurrency and stock market analysis using TradingView da…
|
B 71 5⁄5 | ||||||||
| 7140 |
A Pinterest Model Context Protocol (MCP) server for image search and informatio…
|
B 71 5⁄5 | ||||||||
| 7141 |
A Node.js implementation that enables Claude to interact with Perplexity AI's l…
|
B 71 5⁄5 | ||||||||
| 7142 |
Enables web search through DuckDuckGo and webpage content fetching with intelli…
|
B 71 5⁄5 | ||||||||
| 7143 |
A Model Context Protocol server that intelligently fetches and processes web co…
|
B 71 5⁄5 | ||||||||
| 7144 |
Enables AI models to convert NotebookLM PDF exports into high-quality PowerPoin…
|
B 71 5⁄5 | ||||||||
| 7145 |
Enables AI assistants to safely interact with PostgreSQL databases through read…
|
B 71 5⁄5 | ||||||||
| 7146 |
Enables DNS and email security analysis through passive and active scanning cap…
|
B 71 5⁄5 | ||||||||
| 7147 |
A production-ready Model Context Protocol server that provides comprehensive fi…
|
B 71 5⁄4 | ||||||||
| 7148 |
MCP to analyse local audio file.
|
B 71 5⁄4 | ||||||||
| 7149 |
Model Context Protocol server implementation that integrates the LINE Messaging…
|
B 71 5⁄5 | ||||||||
| 7150 |
Provides AI agents with comprehensive Twitter functionality through the Model C…
|
B 71 5⁄5 | ||||||||