MCP Server Quality Scores
Independent quality analysis of 57580 public MCP servers
Last updated 2 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9851 |
Automated DOCX Redlining Engine
|
C 66 5⁄4 | ||||||||
| 9852 |
This MCP server verifies that an agent’s claimed tool output matches the actual…
|
C 66 5⁄4 | ||||||||
| 9853 |
Provides an interactive Python REPL environment that maintains persistent sessi…
|
C 66 5⁄4 | ||||||||
| 9854 |
A TypeScript-based MCP server that enables users to interact with Prometheus me…
|
C 66 5⁄5 | ||||||||
| 9855 |
An open-source MCP server that provides applications like Cursor, Windsurf, and…
|
C 66 5⁄4 | ||||||||
| 9856 |
A Model Context Protocol server for Marketing Connect AI integrations that prov…
|
C 66 5⁄5 | ||||||||
| 9857 |
Provides AI assistants with access to materials science databases, enabling sea…
|
C 66 5⁄5 | ||||||||
| 9858 |
Enables AI agents to use persistent, file-based memory through Memvid, supporti…
|
C 66 5⁄4 | ||||||||
| 9859 |
Enables interaction with Cloudera Machine Learning to manage projects, files, a…
|
C 66 5⁄5 | ||||||||
| 9860 |
Generate visualizations from fetched data using the VegaLite format and rendere…
|
C 66 5⁄4 | ||||||||
| 9861 |
A server that interfaces with the Hedera Testnet Mirror Node API, converting it…
|
C 66 5⁄5 | ||||||||
| 9862 |
An MCP server that enables natural language search capabilities for Spryker pac…
|
C 66 5⁄5 | ||||||||
| 9863 |
An MCP server implementation that enables access to DexScreener API data, provi…
|
C 66 5⁄5 | ||||||||
| 9864 |
Enables AI assistants to manage personal expenses through natural conversation,…
|
C 66 5⁄4 | ||||||||
| 9865 |
Agent-to-agent marketplace where AI agents discover, invoke, and pay for servic…
|
C 66 6⁄4 | ||||||||
| 9866 |
Enables reading and analyzing Cloudflare Workers logpush data stored in R2 buck…
|
C 66 5⁄5 | ||||||||
| 9867 |
MCP server for interacting with Atlan services including asset search, updates,…
|
C 66 5⁄5 | ||||||||
| 9868 |
Enables development support for AS400/IBM i systems by providing read-only acce…
|
C 66 5⁄5 | ||||||||
| 9869 |
This SSE-based MCP server allows users to connect and interact with National We…
|
C 66 5⁄5 | ||||||||
| 9870 |
Provides personalized Data Engineering learning updates by fetching recent news…
|
C 66 5⁄5 | ||||||||
| 9871 |
Retrieve daily PVPC electricity tariffs for 2.0 TD consumers, published by Red …
|
C 66 6⁄6 | ||||||||
| 9872 |
MCP server providing accessibility criteria from MagentaA11y
|
C 66 6⁄4 | ||||||||
| 9873 |
Provides standardized access to 20+ NASA data sources including astronomy pictu…
|
C 66 5⁄5 | ||||||||
| 9874 |
Geocode addresses, lookup administrative boundaries, and process DigiPin codes …
|
C 66 6⁄4 | ||||||||
| 9875 |
Performs comprehensive crawler compliance risk assessment for webpages, evaluat…
|
C 66 5⁄5 | ||||||||
| 9876 |
tenkai-mcp
Claim
Search Tenkai Daily AI news for open-source releases, papers, and tools. Update…
|
C 66 5⁄4 | ||||||||
| 9877 |
MCP server that lets LLMs execute code through the Piston remote code execution…
|
C 66 5⁄5 | ||||||||
| 9878 |
Enables high-quality conversion of SVG files to PNG, ICO, and JPG formats with …
|
C 66 5⁄5 | ||||||||
| 9879 |
A minimal Node.js Model Context Protocol server that exposes two simple tools (…
|
C 66 5⁄5 | ||||||||
| 9880 |
A Model Context Protocol server that provides secure curl command execution cap…
|
C 66 5⁄5 | ||||||||
| 9881 |
Enables AI agents to search the web, crawl websites, and perform intelligent RA…
|
C 66 5⁄5 | ||||||||
| 9882 |
Provides real-time weather updates and city geocoding by integrating the Nomina…
|
C 66 5⁄5 | ||||||||
| 9883 |
File Convert MCP Server
|
C 66 5⁄5 | ||||||||
| 9884 |
A Model Context Protocol server that provides tools for searching arXiv papers …
|
C 66 5⁄5 | ||||||||
| 9885 |
Analyzes runtime data objects to suggest optimal UI component instructions for …
|
C 66 5⁄4 | ||||||||
| 9886 |
Enables AI assistants to search documentation, read and update configuration fi…
|
C 66 5⁄5 | ||||||||
| 9887 |
A Model Context Protocol server that enables querying and analyzing Wazuh secur…
|
C 66 5⁄5 | ||||||||
| 9888 |
Enables AI assistants to publish posts to Medium with support for drafts, tags,…
|
C 66 5⁄5 | ||||||||
| 9889 |
Enables retrieval and processing of web page content for LLMs by converting HTM…
|
C 66 5⁄5 | ||||||||
| 9890 |
Provides tools for accurate Twitter/X post character counting, validation, and …
|
C 66 5⁄5 | ||||||||
| 9891 |
A server that enables management of schedules through the Dooray API, allowing …
|
C 66 5⁄5 | ||||||||
| 9892 |
Python based with all 29 tools that's available to developers from National Par…
|
C 66 5⁄4 | ||||||||
| 9893 |
Enables trading and market analysis through Tiger Brokers API integration. Prov…
|
C 66 5⁄5 | ||||||||
| 9894 |
A MCP server that aggregates hot trends and rankings from various Chinese websi…
|
C 66 5⁄5 | ||||||||
| 9895 |
Seedream 4.0 MCP
Claim
Enables AI image generation through Volcano Engine's Seedream 4.0 API, supporti…
|
C 66 5⁄5 | ||||||||
| 9896 |
Provides access to the US Census Bureau API, allowing AI agents to retrieve dem…
|
C 66 5⁄5 | ||||||||
| 9897 |
kkjdaniel-bgg-mcp
Claim
BGG MCP provides access to the BoardGameGeek API through the Model Context Prot…
|
C 66 6⁄6 | ||||||||
| 9898 |
A powerful speech-to-text MCP server that supports multiple audio formats and r…
|
C 66 5⁄4 | ||||||||
| 9899 |
secops-mcp
Claim
All-in-one security testing toolbox that brings together popular open source to…
|
C 66 5⁄4 | ||||||||
| 9900 |
Enables AI assistants to calculate French individual income tax and retrieve cu…
|
C 66 5⁄5 | ||||||||