MCP Server Quality Scores
Independent quality analysis of 33593 public MCP servers
Last updated 1 hour, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9801 |
A Model Context Protocol server that enables Claude to execute Python code usin…
|
C 66 5⁄5 | ||||||||
| 9802 |
Solar indices and space weather MCP server. SFI, SSN, Kp, DSCOVR, NOAA alerts.
|
C 66 5⁄4 | ||||||||
| 9803 |
This template provides a streamlined foundation for building Model Context Prot…
|
C 66 5⁄4 | ||||||||
| 9804 |
Enables high-quality conversion of SVG files to PNG, ICO, and JPG formats with …
|
C 66 5⁄5 | ||||||||
| 9805 |
An MCP server that enables AI clients to delegate tasks to autonomous developer…
|
C 66 5⁄5 | ||||||||
| 9806 |
MCP server providing accessibility criteria from MagentaA11y
|
C 66 6⁄4 | ||||||||
| 9807 |
An MCP server that enables AI assistants to make HTTP requests and download fil…
|
C 66 5⁄5 | ||||||||
| 9808 |
Enables users to get expert help with Isaac Sim scripting, USD (Universal Scene…
|
C 66 5⁄5 | ||||||||
| 9809 |
Enables users to perform Redis database operations using the Model Context Prot…
|
C 66 5⁄5 | ||||||||
| 9810 |
An MCP server that facilitates seamless interaction with SAP ABAP systems to ma…
|
C 66 5⁄5 | ||||||||
| 9811 |
Enables reading and analyzing Cloudflare Workers logpush data stored in R2 buck…
|
C 66 5⁄5 | ||||||||
| 9812 |
Enables AI to interact with internal company systems through API integration, s…
|
C 66 5⁄5 | ||||||||
| 9813 |
Enables querying real-time air quality index (AQI) data for Chinese cities, inc…
|
C 66 5⁄5 | ||||||||
| 9814 |
A Model Context Protocol server that helps large language models process code r…
|
C 66 5⁄5 | ||||||||
| 9815 |
Enables AI agents to interact with Discourse forums through search, reading top…
|
C 66 6⁄6 | ||||||||
| 9816 |
Official Substack MCP Server
|
C 66 5⁄5 | ||||||||
| 9817 |
mcp-toolkittest
|
C 66 5⁄5 | ||||||||
| 9818 |
A Model Context Protocol server that provides current weather forecasts for spe…
|
C 66 5⁄4 | ||||||||
| 9819 |
Volatility3 MCP Server
Claim
Connects LLMs like Claude Desktop with Volatility3 forensics framework, enablin…
|
C 66 5⁄4 | ||||||||
| 9820 |
Enables fetching YouTube video transcripts with Google OAuth 2.0 authentication…
|
C 66 5⁄5 | ||||||||
| 9821 |
The Meta Ads toolkit for AI agents. 50 tools for campaigns, creatives, audience…
|
C 66 5⁄5 | ||||||||
| 9822 |
Provides comprehensive access to Yahoo Finance data, including historical stock…
|
C 66 5⁄5 | ||||||||
| 9823 |
Streams real-time cryptocurrency liquidation events from Binance.
|
C 66 5⁄5 | ||||||||
| 9824 |
Unified deployment dashboard MCP server across Vercel, Render, Railway, and Fly…
|
C 66 6⁄6 | ||||||||
| 9825 |
A Model Context Protocol server that enables LLMs to interact with GraphQL APIs…
|
C 66 5⁄5 | ||||||||
| 9826 |
Enables interaction with Confluence to manage spaces, pages, and comments with …
|
C 66 5⁄5 | ||||||||
| 9827 |
Enables analysis and querying of Git repository content (both public and privat…
|
C 66 5⁄5 | ||||||||
| 9828 |
deep-research
Claim
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP…
|
C 66 6⁄4 | ||||||||
| 9829 |
An MCP server that provides searchable local storage for Claude conversation hi…
|
C 66 5⁄4 | ||||||||
| 9830 |
An MCP server that provides static validation and documentation lookup for quan…
|
C 66 5⁄5 | ||||||||
| 9831 |
A MCP server that aggregates hot trends and rankings from various Chinese websi…
|
C 66 5⁄5 | ||||||||
| 9832 |
Enables programmatic access to EndNote .enl libraries, allowing users to list, …
|
C 66 5⁄4 | ||||||||
| 9833 |
An MCP server for managing Obsidian-style note vaults, providing tools for full…
|
C 66 5⁄4 | ||||||||
| 9834 |
Browser automation for MCP clients via Zen Browser or Firefox.
|
C 66 5⁄4 | ||||||||
| 9835 |
Enables AI assistants to perform comprehensive Redis database operations includ…
|
C 66 5⁄5 | ||||||||
| 9836 |
A server that interfaces with the Hedera Testnet Mirror Node API, converting it…
|
C 66 5⁄5 | ||||||||
| 9837 |
Fetches tide information for any location using latitude and longitude, providi…
|
C 66 5⁄5 | ||||||||
| 9838 |
Enables AI assistants to calculate French individual income tax and retrieve cu…
|
C 66 5⁄5 | ||||||||
| 9839 |
An MCP server that enables AI image generation, editing, and analysis using Goo…
|
C 66 5⁄5 | ||||||||
| 9840 |
MCP server that allows searching and retrieving book information from Aladin's …
|
C 66 5⁄5 | ||||||||
| 9841 |
A Model Context Protocol server that provides text-to-speech capabilities using…
|
C 66 5⁄5 | ||||||||
| 9842 |
Marvel MCP Server
Claim
An Azure Functions-based MCP server that enables interaction with Marvel charac…
|
C 66 5⁄5 | ||||||||
| 9843 |
A streamlined MCP server designed for querying on-call runbooks through an opti…
|
C 66 5⁄5 | ||||||||
| 9844 |
Enables deployment of MCP servers on Cloudflare Workers without authentication …
|
C 66 5⁄5 | ||||||||
| 9845 |
Agentic DOCX Redlining Engine. Enables LLMs to read Word documents and inject n…
|
C 66 5⁄4 | ||||||||
| 9846 |
A Model Context Protocol server that enables interaction with Helm charts on Ar…
|
C 66 5⁄5 | ||||||||
| 9847 |
ERC-20 token launchpad on Ethereum — deploy, presale, swap, and farm via AI age…
|
C 66 5⁄4 | ||||||||
| 9848 |
Enables creating, analyzing, and managing PowerPoint presentations using pure N…
|
C 66 5⁄5 | ||||||||
| 9849 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
C 66 5⁄5 | ||||||||
| 9850 |
Provides audio playback functionality for AI agents, allowing them to play noti…
|
C 66 5⁄4 | ||||||||