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 | ||||||||||
| 7051 |
A production-ready MCP server that enables safe, read-only SQL SELECT queries a…
|
B 71 5⁄5 | ||||||||
| 7052 |
Spider MCP Server
Claim
Enables crawling and extracting clean content from documentation websites with …
|
B 71 5⁄5 | ||||||||
| 7053 |
AI-powered Kubernetes diagnostics that analyzes pod crashes, logs, and cluster …
|
B 71 5⁄5 | ||||||||
| 7054 |
Enables AI assistants to search Slack messages and channels using the Slack Web…
|
B 71 5⁄5 | ||||||||
| 7055 |
A Model Context Protocol server that connects AI agents to Apache Jena, enablin…
|
B 71 5⁄5 | ||||||||
| 7056 |
Enables natural language interaction with e-books, extracting metadata, table o…
|
B 71 5⁄4 | ||||||||
| 7057 |
Enables AI assistants to use Neo4j knowledge graphs and Qdrant vector databases…
|
B 71 5⁄5 | ||||||||
| 7058 |
A Model Context Protocol server that enables downloading and parsing Substack p…
|
B 71 5⁄5 | ||||||||
| 7059 |
Provides access to Japanese labor and social insurance laws and administrative …
|
B 71 5⁄4 | ||||||||
| 7060 |
An MCP server to extract keyphrases from a text with the BERT model
|
B 71 5⁄4 | ||||||||
| 7061 |
A FastMCP server that enables AI agents to safely execute shell commands, run c…
|
B 71 5⁄5 | ||||||||
| 7062 |
A Model Context Protocol server that provides browser automation capabilities u…
|
B 71 5⁄4 | ||||||||
| 7063 |
MCP Server for Unity3d Game Engine integration for game development
|
B 71 5⁄4 | ||||||||
| 7064 |
Provides searchable access to official MCP protocol specification and FastMCP f…
|
B 71 5⁄5 | ||||||||
| 7065 |
MCP App Workers Template
Claim
A production-ready template for building MCP servers on Cloudflare Workers that…
|
B 71 5⁄5 | ||||||||
| 7066 |
Enables searching and retrieving Datadog logs through the Model Context Protoco…
|
B 71 5⁄5 | ||||||||
| 7067 |
Enables web search through DuckDuckGo and webpage content fetching with intelli…
|
B 71 5⁄5 | ||||||||
| 7068 |
Transforms any documentation website (GitBook, Vercel docs, Next.js sites, etc.…
|
B 71 5⁄5 | ||||||||
| 7069 |
Enables querying Amazon Neptune databases and analytics graphs using openCypher…
|
B 71 5⁄5 | ||||||||
| 7070 |
GFS-Wave (WAVEWATCH III) forecasts and NDBC buoy wave observations
|
B 71 5⁄4 | ||||||||
| 7071 |
Enables comprehensive management of Palo Alto Networks firewalls through a modu…
|
B 71 5⁄5 | ||||||||
| 7072 |
Generates realistic mock data using Faker.js for database seeding, API testing,…
|
B 71 5⁄5 | ||||||||
| 7073 |
MCP\_WolframAlpha
|
B 71 5⁄5 | ||||||||
| 7074 |
Converts various document formats to desired output formats, currently supporti…
|
B 71 6⁄6 | ||||||||
| 7075 |
Enables retrieval of Russian real estate cadastral data including coordinates, …
|
B 71 5⁄5 | ||||||||
| 7076 |
EdgeOne Pages MCP Server
Claim
Enables AI assistants to deploy and manage static websites directly through Edg…
|
B 71 5⁄5 | ||||||||
| 7077 |
A central knowledge hub that connects AI tools to a unified 'Master Brain' with…
|
B 71 5⁄5 | ||||||||
| 7078 |
Eunomia MCP Server is an extension of the Eunomiaframework that connects Eunomi…
|
B 71 5⁄4 | ||||||||
| 7079 |
OpenAPI to MCP Server
Claim
A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger s…
|
B 71 5⁄5 | ||||||||
| 7080 |
Enables Claude Desktop users to generate and edit high-quality images using Goo…
|
B 71 5⁄4 | ||||||||
| 7081 |
Enables AI assistants to connect with Freshservice ITSM for managing tickets, a…
|
B 71 5⁄5 | ||||||||
| 7082 |
An MCP server that provides access to Vitally customer data, allowing users to …
|
B 71 5⁄5 | ||||||||
| 7083 |
Indexes the locally-installed @trussworks/react-uswds package and helps code as…
|
B 71 5⁄4 | ||||||||
| 7084 |
A Model Context Protocol server that provides seamless integration with Google …
|
B 71 5⁄5 | ||||||||
| 7085 |
Provides advanced cryptocurrency and stock market analysis using TradingView da…
|
B 71 5⁄5 | ||||||||
| 7086 |
|
B 71 5⁄4 | ||||||||
| 7087 |
Provides functionality to fetch web content in various formats, including HTML,…
|
B 71 5⁄5 | ||||||||
| 7088 |
Enables users to manage GitCode repositories and automatically generate mind ma…
|
B 71 5⁄5 | ||||||||
| 7089 |
Enables AI assistants to safely interact with PostgreSQL databases through read…
|
B 71 5⁄5 | ||||||||
| 7090 |
A Model Context Protocol server that intelligently fetches and processes web co…
|
B 71 5⁄5 | ||||||||
| 7091 |
A Node.js implementation that enables Claude to interact with Perplexity AI's l…
|
B 71 5⁄5 | ||||||||
| 7092 |
MCP to analyse local audio file.
|
B 71 5⁄4 | ||||||||
| 7093 |
Enables AI models to convert NotebookLM PDF exports into high-quality PowerPoin…
|
B 71 5⁄5 | ||||||||
| 7094 |
Enables interaction with Microsoft SQL Server databases through a Model Context…
|
B 71 5⁄5 | ||||||||
| 7095 |
Enables DNS and email security analysis through passive and active scanning cap…
|
B 71 5⁄5 | ||||||||
| 7096 |
A production-ready Model Context Protocol server that provides comprehensive fi…
|
B 71 5⁄4 | ||||||||
| 7097 |
Enables browser automation with concurrent tab pool management using Puppeteer.…
|
B 71 5⁄5 | ||||||||
| 7098 |
Provides knowledge graph functionality for managing entities, relations, and ob…
|
B 71 5⁄5 | ||||||||
| 7099 |
A Pinterest Model Context Protocol (MCP) server for image search and informatio…
|
B 71 5⁄5 | ||||||||
| 7100 |
Provides flexible access to Oracle databases for AI assistants like Claude, sup…
|
B 71 5⁄5 | ||||||||