MCP Server Quality Scores
Independent quality analysis of 59385 public MCP servers
Last updated 1 hour, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3851 |
Fetches YouTube video subtitles and transcripts with support for multiple langu…
|
B 75 5⁄5 | ||||||||
| 3852 |
Enables AI assistants to interact with the Godot game engine by launching the e…
|
B 75 5⁄5 | ||||||||
| 3853 |
Enables interaction with Gremlin's reliability management APIs to monitor servi…
|
B 75 5⁄5 | ||||||||
| 3854 |
Enables comprehensive security scanning of code projects, detecting vulnerabili…
|
B 75 5⁄5 | ||||||||
| 3855 |
Enables Google Workspace administration through the GAM CLI, allowing Claude to…
|
B 75 5⁄4 | ||||||||
| 3856 |
A specialized MySQL MCP server for Cursor that enables users to query table str…
|
B 75 5⁄5 | ||||||||
| 3857 |
Enables access to SimBrief flight planning data through Claude Desktop with sec…
|
B 75 5⁄5 | ||||||||
| 3858 |
An MCP Server and VS Code Extension which enables (language agnostic) automatic…
|
B 75 5⁄4 | ||||||||
| 3859 |
mcp-server-zep-cloud
|
B 75 5⁄5 | ||||||||
| 3860 |
A persistent local vector memory server that allows users to store and search p…
|
B 75 5⁄4 | ||||||||
| 3861 |
A specialized MCP server that helps analyze and debug Model Context Protocol lo…
|
B 75 5⁄4 | ||||||||
| 3862 |
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/…
|
B 75 5⁄5 | ||||||||
| 3863 |
Connects AI agents to the PayBot payment infrastructure, enabling automated USD…
|
B 75 5⁄5 | ||||||||
| 3864 |
Enables AI assistants to manage VergeCMS blogs through natural language, provid…
|
B 75 5⁄5 | ||||||||
| 3865 |
Enables the generation of branded SVL equipment quote documents in .docx format…
|
B 75 5⁄5 | ||||||||
| 3866 |
Enables AI assistants to manage Todoist tasks, projects, labels, sections, and …
|
B 75 5⁄5 | ||||||||
| 3867 |
Give your AI agent eyes and hands on any desktop — cross-platform accessibility…
|
B 75 4⁄4 | ||||||||
| 3868 |
Enables web search functionality through Perplexity AI's API with time-based fi…
|
B 75 5⁄5 | ||||||||
| 3869 |
CodemagicMcp
Claim
Codemagic CI/CD MCP Server — manage builds, apps, artifacts, and caches from yo…
|
B 75 4⁄4 | ||||||||
| 3870 |
An AI memory system that creates isolated, persistent memory banks for each cod…
|
B 75 5⁄5 | ||||||||
| 3871 |
TerminusAI
Claim
Execute terminal commands locally or remotely via SSH with session persistence …
|
B 75 5⁄4 | ||||||||
| 3872 |
This MCP server provides a tool to download entire websites using wget. It pres…
|
B 75 5⁄5 | ||||||||
| 3873 |
An MCP server that enables interaction with Interactive Brokers TWS/Gateway via…
|
B 75 5⁄4 | ||||||||
| 3874 |
Browse, inspect, convert, and resize images from a local library. Generate thum…
|
B 75 5⁄4 | ||||||||
| 3875 |
Enables AI assistants to search arXiv's research repository, download papers, a…
|
B 75 5⁄4 | ||||||||
| 3876 |
MCP server for maigret, a powerful OSINT tool that collects user account inform…
|
B 75 5⁄5 | ||||||||
| 3877 |
MCP server for Google Lighthouse performance metrics
|
B 75 5⁄5 | ||||||||
| 3878 |
Enables AI assistants to interact with Microsoft SQL Server databases through a…
|
B 75 5⁄5 | ||||||||
| 3879 |
Enables AI assistants to interact with QuestDB time-series databases through to…
|
B 75 5⁄5 | ||||||||
| 3880 |
A MCP server built for developers enabling Git based project management with pr…
|
B 75 5⁄4 | ||||||||
| 3881 |
Full-featured Telegram Bot API MCP server with 174 tools covering the entire Bo…
|
B 75 5⁄5 | ||||||||
| 3882 |
A Model Context Protocol (MCP) server that provides advanced code analysis and …
|
B 75 5⁄5 | ||||||||
| 3883 |
Provides weather forecasts and active alerts for US locations using the Nationa…
|
B 75 5⁄5 | ||||||||
| 3884 |
MCP Glucose Server
Claim
Enables AI assistants to query glucose data from health storage APIs, providing…
|
B 75 5⁄5 | ||||||||
| 3885 |
Provides access to Jewish texts from the Sefaria library. This server enables L…
|
B 75 5⁄5 | ||||||||
| 3886 |
Enables AI assistants to perform real-time domain name availability checks and …
|
B 75 5⁄5 | ||||||||
| 3887 |
Enables publishing Markdown articles to WeChat Official Account draft box with …
|
B 75 5⁄5 | ||||||||
| 3888 |
zotero-assistant-mcp
Claim
A Zotero library management MCP server designed for Cloudflare Workers that ena…
|
B 75 5⁄5 | ||||||||
| 3889 |
Enables control of Vestaboard displays through cloud and local APIs, allowing u…
|
B 75 5⁄5 | ||||||||
| 3890 |
Query, summarize, and trace logs in plain English across GCP Cloud Logging, AWS…
|
B 75 5⁄5 | ||||||||
| 3891 |
Enhances any agent's reasoning capabilities by integrating the think-tools, as …
|
B 75 5⁄5 | ||||||||
| 3892 |
Enables quantum physics simulations and visualizations by integrating QuTip for…
|
B 75 5⁄4 | ||||||||
| 3893 |
Simple MCP Server
Claim
Enables AI tools to query context from a local JSON data source via stdio, demo…
|
B 75 5⁄5 | ||||||||
| 3894 |
Enables AI assistants to interact with Codecks project management for querying …
|
B 75 5⁄5 | ||||||||
| 3895 |
Enables generation and validation of Xray-core proxy configurations using natur…
|
B 75 5⁄5 | ||||||||
| 3896 |
example-mcp-server-sse
Claim
example-mcp-server-sse
|
B 75 5⁄5 | ||||||||
| 3897 |
A Model Context Protocol server for Sitecore
|
B 75 5⁄4 | ||||||||
| 3898 |
Connects AI assistants to macOS Contacts app, allowing users to search, view, a…
|
B 75 5⁄5 | ||||||||
| 3899 |
Search, extract sections, list headings, and find code blocks across markdown f…
|
B 75 5⁄4 | ||||||||
| 3900 |
Multi-provider web search with intelligent auto-routing (Serper, Tavily, Exa). …
|
B 75 5⁄5 | ||||||||