MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7001 |
An MCP server that enables querying logs and metrics from Graylog, Prometheus, …
|
B 71 5⁄5 | ||||||||
| 7002 |
Enables AI assistants to query CTF (Capture The Flag) cybersecurity competition…
|
B 71 5⁄5 | ||||||||
| 7003 |
MCP server for Cronometer — food logs, macros, fasting, biometrics, and recurri…
|
B 71 5⁄5 | ||||||||
| 7004 |
chessmata
Claim
Chessmata: chess game for humans and AI agents
|
B 71 5⁄4 | ||||||||
| 7005 |
Spider MCP Server
Claim
Enables crawling and extracting clean content from documentation websites with …
|
B 71 5⁄5 | ||||||||
| 7006 |
A production-ready MCP server that enables safe, read-only SQL SELECT queries a…
|
B 71 5⁄5 | ||||||||
| 7007 |
A Model Context Protocol server that connects AI agents to Apache Jena, enablin…
|
B 71 5⁄5 | ||||||||
| 7008 |
Enables AI assistants to search Slack messages and channels using the Slack Web…
|
B 71 5⁄5 | ||||||||
| 7009 |
Enables AI assistants to use Neo4j knowledge graphs and Qdrant vector databases…
|
B 71 5⁄5 | ||||||||
| 7010 |
Allows external tools (VSCode, Claude Code, etc.) to access log output and erro…
|
B 71 5⁄5 | ||||||||
| 7011 |
A Model Context Protocol server that enables downloading and parsing Substack p…
|
B 71 5⁄5 | ||||||||
| 7012 |
Provides access to Japanese labor and social insurance laws and administrative …
|
B 71 5⁄4 | ||||||||
| 7013 |
A FastMCP server that enables AI agents to safely execute shell commands, run c…
|
B 71 5⁄5 | ||||||||
| 7014 |
A Model Context Protocol server that provides browser automation capabilities u…
|
B 71 5⁄4 | ||||||||
| 7015 |
An MCP server to extract keyphrases from a text with the BERT model
|
B 71 5⁄4 | ||||||||
| 7016 |
MCP Server for Unity3d Game Engine integration for game development
|
B 71 5⁄4 | ||||||||
| 7017 |
Enables web search through DuckDuckGo and webpage content fetching with intelli…
|
B 71 5⁄5 | ||||||||
| 7018 |
MCP App Workers Template
Claim
A production-ready template for building MCP servers on Cloudflare Workers that…
|
B 71 5⁄5 | ||||||||
| 7019 |
Enables searching and retrieving Datadog logs through the Model Context Protoco…
|
B 71 5⁄5 | ||||||||
| 7020 |
Provides searchable access to official MCP protocol specification and FastMCP f…
|
B 71 5⁄5 | ||||||||
| 7021 |
Transforms any documentation website (GitBook, Vercel docs, Next.js sites, etc.…
|
B 71 5⁄5 | ||||||||
| 7022 |
A Node.js server that enables video manipulation through natural language reque…
|
B 71 5⁄4 | ||||||||
| 7023 |
Generates realistic mock data using Faker.js for database seeding, API testing,…
|
B 71 5⁄5 | ||||||||
| 7024 |
Enables retrieval of Russian real estate cadastral data including coordinates, …
|
B 71 5⁄5 | ||||||||
| 7025 |
MCP\_WolframAlpha
|
B 71 5⁄5 | ||||||||
| 7026 |
Enables comprehensive management of Palo Alto Networks firewalls through a modu…
|
B 71 5⁄5 | ||||||||
| 7027 |
EdgeOne Pages MCP Server
Claim
Enables AI assistants to deploy and manage static websites directly through Edg…
|
B 71 5⁄5 | ||||||||
| 7028 |
A central knowledge hub that connects AI tools to a unified 'Master Brain' with…
|
B 71 5⁄5 | ||||||||
| 7029 |
GFS-Wave (WAVEWATCH III) forecasts and NDBC buoy wave observations
|
B 71 5⁄4 | ||||||||
| 7030 |
OpenAPI to MCP Server
Claim
A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger s…
|
B 71 5⁄5 | ||||||||
| 7031 |
Eunomia MCP Server is an extension of the Eunomiaframework that connects Eunomi…
|
B 71 5⁄4 | ||||||||
| 7032 |
A starter template for building Model Context Protocol servers that can integra…
|
B 71 5⁄5 | ||||||||
| 7033 |
A Model Context Protocol server that provides seamless integration with Google …
|
B 71 5⁄5 | ||||||||
| 7034 |
An MCP server that provides access to Vitally customer data, allowing users to …
|
B 71 5⁄5 | ||||||||
| 7035 |
Indexes the locally-installed @trussworks/react-uswds package and helps code as…
|
B 71 5⁄4 | ||||||||
| 7036 |
Enables unified searching across Google Scholar, Google Web Search, and YouTube…
|
B 71 5⁄5 | ||||||||
| 7037 |
Search, cite, and read PDFs from your EndNote library in Claude Desktop
|
B 71 5⁄4 | ||||||||
| 7038 |
Provides advanced cryptocurrency and stock market analysis using TradingView da…
|
B 71 5⁄5 | ||||||||
| 7039 |
|
B 71 5⁄4 | ||||||||
| 7040 |
Provides functionality to fetch web content in various formats, including HTML,…
|
B 71 5⁄5 | ||||||||
| 7041 |
Enables users to manage GitCode repositories and automatically generate mind ma…
|
B 71 5⁄5 | ||||||||
| 7042 |
A Pinterest Model Context Protocol (MCP) server for image search and informatio…
|
B 71 5⁄5 | ||||||||
| 7043 |
Enables AI assistants to safely interact with PostgreSQL databases through read…
|
B 71 5⁄5 | ||||||||
| 7044 |
A Node.js implementation that enables Claude to interact with Perplexity AI's l…
|
B 71 5⁄5 | ||||||||
| 7045 |
A Model Context Protocol server that intelligently fetches and processes web co…
|
B 71 5⁄5 | ||||||||
| 7046 |
Enables AI models to convert NotebookLM PDF exports into high-quality PowerPoin…
|
B 71 5⁄5 | ||||||||
| 7047 |
Enables DNS and email security analysis through passive and active scanning cap…
|
B 71 5⁄5 | ||||||||
| 7048 |
A production-ready Model Context Protocol server that provides comprehensive fi…
|
B 71 5⁄4 | ||||||||
| 7049 |
MCP to analyse local audio file.
|
B 71 5⁄4 | ||||||||
| 7050 |
Provides curated documentation access via the Gemini API, enabling users to que…
|
B 71 5⁄5 | ||||||||