MCP Server Quality Scores
Independent quality analysis of 33537 public MCP servers
Last updated 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8051 |
A locally-run MCP server that enables downloading images, videos, and LivePhoto…
|
C 69 5⁄4 | ||||||||
| 8052 |
Weather MCP Server
Claim
Provides weather forecasts and alerts for US locations using the National Weath…
|
C 69 5⁄5 | ||||||||
| 8053 |
A server that enables AI agents to perform sophisticated knowledge discovery an…
|
C 69 5⁄4 | ||||||||
| 8054 |
A Model Context Protocol server that bridges MCP clients with local LLM service…
|
C 69 5⁄4 | ||||||||
| 8055 |
Provides time and date functionality with support for multiple formats and time…
|
C 69 5⁄5 | ||||||||
| 8056 |
Manage Supabase projects end to end across database, auth, storage, realtime, a…
|
C 69 5⁄5 | ||||||||
| 8057 |
A simple MCP server implementation that demonstrates streaming capabilities wit…
|
C 69 5⁄4 | ||||||||
| 8058 |
Provides natural language search capabilities for Spryker GitHub repositories, …
|
C 69 5⁄5 | ||||||||
| 8059 |
Provides tools to manage SSH targets and generate one-time WebShell terminal se…
|
C 69 5⁄5 | ||||||||
| 8060 |
Enables Claude Desktop and other MCP clients to interact with any OAuth2-authen…
|
C 69 5⁄5 | ||||||||
| 8061 |
Enables real-time communication between applications and AI models using the Mo…
|
C 69 5⁄5 | ||||||||
| 8062 |
An MCP server providing semantic memory storage and retrieval using vector embe…
|
C 69 5⁄5 | ||||||||
| 8063 |
Enables comprehensive cybersecurity vulnerability assessment by searching GitHu…
|
C 69 5⁄5 | ||||||||
| 8064 |
Connects an Emby media server to AI clients like Claude Desktop, enabling natur…
|
C 69 5⁄5 | ||||||||
| 8065 |
An enterprise-grade Model Context Protocol server that provides comprehensive G…
|
C 69 5⁄5 | ||||||||
| 8066 |
Enables language models to query Goatcounter web analytics data, including page…
|
C 69 5⁄5 | ||||||||
| 8067 |
A Model Context Protocol server for AES encryption and decryption, supporting v…
|
C 69 5⁄4 | ||||||||
| 8068 |
A serverless, multi-tenant implementation of MCP servers that runs on Vercel wi…
|
C 69 5⁄5 | ||||||||
| 8069 |
Gmail MCP Server
Claim
Enables Claude AI to directly interact with Gmail through natural language for …
|
C 69 5⁄4 | ||||||||
| 8070 |
Enables remote server management through SSH and SFTP, supporting command execu…
|
C 69 5⁄5 | ||||||||
| 8071 |
Provides tools to query Dutch vehicle registration data through the official RD…
|
C 69 5⁄5 | ||||||||
| 8072 |
Multi-model AI orchestration with 31 tools, YAML workflows, and 5 token-optimiz…
|
C 69 5⁄4 | ||||||||
| 8073 |
Bar Assistant MCP Server
Claim
Enables intelligent cocktail discovery and recipe retrieval from Bar Assistant …
|
C 69 5⁄5 | ||||||||
| 8074 |
GitLab + Jira MCP Server
Claim
Enables read-only access to GitLab and Jira data through MCP, allowing users to…
|
C 69 5⁄5 | ||||||||
| 8075 |
Deep directory tree visualization tool enabling efficient visualization of comp…
|
C 69 5⁄5 | ||||||||
| 8076 |
An MCP server that enables LLM applications to control web browsers via Browser…
|
C 69 5⁄4 | ||||||||
| 8077 |
Enables real-time AI-powered searches on X (Twitter) and the web through Desear…
|
C 69 5⁄5 | ||||||||
| 8078 |
A knowledge-graph-based memory system for AI agents that enables persistent inf…
|
C 69 5⁄4 | ||||||||
| 8079 |
Create friendly, personalized greetings on demand. Toggle pirate mode for playf…
|
C 69 5⁄4 | ||||||||
| 8080 |
"primitive" RAG-like web search model context protocol (MCP) server that runs l…
|
C 69 5⁄4 | ||||||||
| 8081 |
Simple sequential thinking MCP in python
|
C 69 5⁄4 | ||||||||
| 8082 |
|
C 69 5⁄4 | ||||||||
| 8083 |
splid_mcp
Claim
|
C 69 5⁄4 | ||||||||
| 8084 |
A Model Context Protocol server designed for AI assistants to directly process …
|
C 69 5⁄5 | ||||||||
| 8085 |
Integrates task management with the Pomodoro Technique, enabling AI assistants …
|
C 69 5⁄5 | ||||||||
| 8086 |
Provides real-time stock data analysis, portfolio management, technical analysi…
|
C 69 5⁄5 | ||||||||
| 8087 |
A secure MCP server for local API credential management using JSON storage and …
|
C 69 5⁄4 | ||||||||
| 8088 |
Implements Solana blockchain functionality for the LetsBonk launchpad, enabling…
|
C 69 5⁄5 | ||||||||
| 8089 |
Web crawling and RAG implementation that enables AI agents to scrape websites a…
|
C 69 5⁄5 | ||||||||
| 8090 |
Ressl AI MCP Server
Claim
Provides file search functionality with tools for both partial keyword matching…
|
C 69 5⁄5 | ||||||||
| 8091 |
Docswrite MCP
Claim
Generated content to Google Docs to WordPress while preserving formatting and s…
|
C 69 5⁄5 | ||||||||
| 8092 |
Enables seamless integration between Claude AI and Dify Workflow through the Mo…
|
C 69 5⁄5 | ||||||||
| 8093 |
Instagram MCP server for analytics and insights. Get account overviews, posts, …
|
C 69 5⁄4 | ||||||||
| 8094 |
Enables creation and management of state/decision graphs using NetworkX, suppor…
|
C 69 5⁄4 | ||||||||
| 8095 |
Universal Menu
Claim
Provides an interactive decision menu that surfaces contextual choices on every…
|
C 69 5⁄5 | ||||||||
| 8096 |
Multi-model AI gateway — 8 providers plus local models, no system prompt inject…
|
C 69 5⁄4 | ||||||||
| 8097 |
Enables robots to store, retrieve, and consolidate episodic experiences includi…
|
C 69 5⁄4 | ||||||||
| 8098 |
reddit-mcp
Claim
Provides access to public Reddit data through tools for searching subreddits, v…
|
C 69 5⁄5 | ||||||||
| 8099 |
A minimal demonstration server showcasing MCP protocol capabilities including t…
|
C 69 5⁄5 | ||||||||
| 8100 |
A standalone Model Context Protocol server that runs axe accessibility scans fo…
|
C 69 5⁄5 | ||||||||