MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7151 |
Provides LLMs with read-only access to search, filter, and retrieve bookmark me…
|
B 71 5⁄5 | ||||||||
| 7152 |
Enables web scraping and content extraction from URLs using the Trafilatura lib…
|
B 71 5⁄5 | ||||||||
| 7153 |
The Git MCP Server allows AI assistants to perform enhanced Git operations via …
|
B 71 5⁄5 | ||||||||
| 7154 |
Enables AI assistants to query CTF (Capture The Flag) cybersecurity competition…
|
B 71 5⁄5 | ||||||||
| 7155 |
MCP server for Cronometer — food logs, macros, fasting, biometrics, and recurri…
|
B 71 5⁄5 | ||||||||
| 7156 |
chessmata
Claim
Chessmata: chess game for humans and AI agents
|
B 71 5⁄4 | ||||||||
| 7157 |
Allows external tools (VSCode, Claude Code, etc.) to access log output and erro…
|
B 71 5⁄5 | ||||||||
| 7158 |
Spider MCP Server
Claim
Enables crawling and extracting clean content from documentation websites with …
|
B 71 5⁄5 | ||||||||
| 7159 |
A production-ready MCP server that enables safe, read-only SQL SELECT queries a…
|
B 71 5⁄5 | ||||||||
| 7160 |
Tasks MCP Server
Claim
A task management MCP server that provides tools to create, list, complete, and…
|
B 71 5⁄5 | ||||||||
| 7161 |
Provides comprehensive Google Sheets integration for creating, reading, updatin…
|
B 71 5⁄5 | ||||||||
| 7162 |
A Model Context Protocol server that connects AI agents to Apache Jena, enablin…
|
B 71 5⁄5 | ||||||||
| 7163 |
Enables AI assistants to use Neo4j knowledge graphs and Qdrant vector databases…
|
B 71 5⁄5 | ||||||||
| 7164 |
A Model Context Protocol server that enables downloading and parsing Substack p…
|
B 71 5⁄5 | ||||||||
| 7165 |
Enables AI assistants to search Slack messages and channels using the Slack Web…
|
B 71 5⁄5 | ||||||||
| 7166 |
An MCP server to extract keyphrases from a text with the BERT model
|
B 71 5⁄4 | ||||||||
| 7167 |
A FastMCP server that enables AI agents to safely execute shell commands, run c…
|
B 71 5⁄5 | ||||||||
| 7168 |
A toolkit that integrates with the Sui blockchain, allowing Claude to request t…
|
B 71 5⁄5 | ||||||||
| 7169 |
Enables project and task management through a lightweight SQLite database, allo…
|
B 71 5⁄4 | ||||||||
| 7170 |
A Model Context Protocol server that provides browser automation capabilities u…
|
B 71 5⁄4 | ||||||||
| 7171 |
Provides access to Japanese labor and social insurance laws and administrative …
|
B 71 5⁄4 | ||||||||
| 7172 |
MCP Server for Unity3d Game Engine integration for game development
|
B 71 5⁄4 | ||||||||
| 7173 |
Provides searchable access to official MCP protocol specification and FastMCP f…
|
B 71 5⁄5 | ||||||||
| 7174 |
Enables web search through DuckDuckGo and webpage content fetching with intelli…
|
B 71 5⁄5 | ||||||||
| 7175 |
Enables searching and retrieving Datadog logs through the Model Context Protoco…
|
B 71 5⁄5 | ||||||||
| 7176 |
MCP App Workers Template
Claim
A production-ready template for building MCP servers on Cloudflare Workers that…
|
B 71 5⁄5 | ||||||||
| 7177 |
Transforms any documentation website (GitBook, Vercel docs, Next.js sites, etc.…
|
B 71 5⁄5 | ||||||||
| 7178 |
GFS-Wave (WAVEWATCH III) forecasts and NDBC buoy wave observations
|
B 71 5⁄4 | ||||||||
| 7179 |
Enables comprehensive management of Palo Alto Networks firewalls through a modu…
|
B 71 5⁄5 | ||||||||
| 7180 |
Generates realistic mock data using Faker.js for database seeding, API testing,…
|
B 71 5⁄5 | ||||||||
| 7181 |
Enables retrieval of Russian real estate cadastral data including coordinates, …
|
B 71 5⁄5 | ||||||||
| 7182 |
EdgeOne Pages MCP Server
Claim
Enables AI assistants to deploy and manage static websites directly through Edg…
|
B 71 5⁄5 | ||||||||
| 7183 |
MCP\_WolframAlpha
|
B 71 5⁄5 | ||||||||
| 7184 |
OpenAPI to MCP Server
Claim
A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger s…
|
B 71 5⁄5 | ||||||||
| 7185 |
Eunomia MCP Server is an extension of the Eunomiaframework that connects Eunomi…
|
B 71 5⁄4 | ||||||||
| 7186 |
A central knowledge hub that connects AI tools to a unified 'Master Brain' with…
|
B 71 5⁄5 | ||||||||
| 7187 |
A Model Context Protocol server that provides seamless integration with Google …
|
B 71 5⁄5 | ||||||||
| 7188 |
An MCP server that provides access to Vitally customer data, allowing users to …
|
B 71 5⁄5 | ||||||||
| 7189 |
Indexes the locally-installed @trussworks/react-uswds package and helps code as…
|
B 71 5⁄4 | ||||||||
| 7190 |
Provides access to Google Maps API functionality including places search, geoco…
|
B 71 5⁄5 | ||||||||
| 7191 |
Enables autonomous agents to discover and bid on unused LLM token quota through…
|
B 71 5⁄5 | ||||||||
| 7192 |
|
B 71 5⁄4 | ||||||||
| 7193 |
Enables Claude Desktop to interact with Miro boards to list projects, retrieve …
|
B 71 5⁄5 | ||||||||
| 7194 |
Provides functionality to fetch web content in various formats, including HTML,…
|
B 71 5⁄5 | ||||||||
| 7195 |
Provides advanced cryptocurrency and stock market analysis using TradingView da…
|
B 71 5⁄5 | ||||||||
| 7196 |
Enables users to manage GitCode repositories and automatically generate mind ma…
|
B 71 5⁄5 | ||||||||
| 7197 |
Provides programmatic access to the NIH Reporter API for searching and retrievi…
|
B 71 5⁄5 | ||||||||
| 7198 |
A Model Context Protocol server for Bunq that enables interaction with the Bunq…
|
B 71 5⁄5 | ||||||||
| 7199 |
Enables automation of workflows across GitHub, Notion, and Google Calendar with…
|
B 71 5⁄5 | ||||||||
| 7200 |
Enables users to collect, search, and retrieve product feedback and full conver…
|
B 71 5⁄5 | ||||||||