MCP Server Quality Scores
Independent quality analysis of 33790 public MCP servers
Last updated 2 hours, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16901 |
A TypeScript-based middleware that translates Claude AI's decisions into OBS We…
|
F 25 5⁄4 | ||||||||
| 16902 |
Integrates with Facebook Pages to enable direct management of posts, comments, …
|
F 25 5⁄5 | ||||||||
| 16903 |
Visualizes code, architecture and other concepts as mermaid diagrams in a local…
|
F 25 5⁄4 | ||||||||
| 16904 |
Visual CVE audit dashboard for npm, Python, Go, and Rust. Scan from Claude/Curs…
|
F 25 5⁄4 | ||||||||
| 16905 |
Enables users to generate professional Chinese resume PDFs from JSON data with …
|
F 25 5⁄5 | ||||||||
| 16906 |
A Node.js and TypeScript server that enables searching for job listings and acc…
|
F 25 5⁄4 | ||||||||
| 16907 |
Enables interaction with MongoDB databases through MCP protocol. Provides conta…
|
F 25 5⁄5 | ||||||||
| 16908 |
Enables AI-powered competitor monitoring and daily schedule optimization by int…
|
F 25 5⁄5 | ||||||||
| 16909 |
Converts PlantUML snippets into shareable diagrams with support for capability …
|
F 25 5⁄5 | ||||||||
| 16910 |
Discover and compare L402 + x402 paid API services from satring.com, the best c…
|
F 25 5⁄5 | ||||||||
| 16911 |
Enables AI-powered web browsing automation using Google's Gemini 2.5 Computer U…
|
F 25 5⁄4 | ||||||||
| 16912 |
A server implementation that enables interaction with the Futarchy protocol on …
|
F 25 5⁄5 | ||||||||
| 16913 |
Two prediction examples in the Alink tutorial: input a year to predict GMV; inp…
|
F 25 6⁄6 | ||||||||
| 16914 |
Automates the generation of professional worklogs by analyzing git commits with…
|
F 25 5⁄5 | ||||||||
| 16915 |
An MCP server that enables Claude to manage infrastructure across Kubernetes, D…
|
F 25 5⁄5 | ||||||||
| 16916 |
A Model Context Protocol server for conducting Linux binary analysis and guest …
|
F 25 5⁄4 | ||||||||
| 16917 |
An MCP server that enables Claude to perform financial analysis and visualizati…
|
F 25 5⁄4 | ||||||||
| 16918 |
A Model Control Protocol server for integrating with DingTalk, enabling users t…
|
F 25 5⁄5 | ||||||||
| 16919 |
AI trend collect service
|
F 25 5⁄4 | ||||||||
| 16920 |
Provides advanced code structure and semantic analysis through Abstract Syntax …
|
F 25 5⁄4 | ||||||||
| 16921 |
Provides a tool to fetch real-time cryptocurrency prices from the Binance API a…
|
F 25 5⁄5 | ||||||||
| 16922 |
Powerful Model Context Protocol server for managing Typebot chatbots, enabling …
|
F 25 5⁄4 | ||||||||
| 16923 |
AI agent tools for Open Security Controls Assessment Language (OSCAL)
|
F 25 5⁄4 | ||||||||
| 16924 |
AI agent skill security scanner. Scans URLs and GitHub repos to verify AI agent…
|
F 25 6⁄6 | ||||||||
| 16925 |
Enables searching and retrieving Knowledge Base articles from the Broadcom Supp…
|
F 25 5⁄5 | ||||||||
| 16926 |
MCP server for NanoBanana AI image generation and editing
|
F 25 6⁄6 | ||||||||
| 16927 |
Provides programmatic access to ingest and query Windows event logs (especially…
|
F 25 5⁄4 | ||||||||
| 16928 |
A Model Context Protocol server that enables automated end-to-end testing with …
|
F 25 5⁄4 | ||||||||
| 16929 |
Enables analysis of YouTube videos using the Gemini API to generate summaries a…
|
F 25 5⁄5 | ||||||||
| 16930 |
A local Model Context Protocol server designed to share contextual information …
|
F 25 5⁄5 | ||||||||
| 16931 |
Provides AI clients with access to proven social media hooks, copywriting frame…
|
F 25 6⁄6 | ||||||||
| 16932 |
An MCP service that automates Chrome browser control while bypassing anti-bot d…
|
F 25 5⁄4 | ||||||||
| 16933 |
Email infrastructure for AI agents. Create inboxes, send/receive email, and sea…
|
F 25 5⁄4 | ||||||||
| 16934 |
Canvas LMS integration for students and educators with FERPA-compliant analytic…
|
F 25 6⁄6 | ||||||||
| 16935 |
A centralized gateway and router that integrates multiple MCP servers into a si…
|
F 25 5⁄5 | ||||||||
| 16936 |
🌋 Build AI agents that seamlessly combine LLM reasoning with real-world actions…
|
F 25 5⁄4 | ||||||||
| 16937 |
Extract llms.txt from any docs site - Mintlify Docusaurus GitBook parser
|
F 25 5⁄5 | ||||||||
| 16938 |
A self-hosted MCP gateway that aggregates multiple servers into a single endpoi…
|
F 25 5⁄5 | ||||||||
| 16939 |
Implements the Chain of Draft reasoning approach to generate minimalistic inter…
|
F 25 5⁄5 | ||||||||
| 16940 |
AI agents hallucinate package names. need gives them a verified index of 10,000…
|
F 25 6⁄6 | ||||||||
| 16941 |
Enables users to create and interact with hand-drawn sketches and architecture …
|
F 25 6⁄6 | ||||||||
| 16942 |
Enables AI-driven semantic code search using Windsurf's reverse-engineered SWE-…
|
F 25 5⁄4 | ||||||||
| 16943 |
This is an MCP server to manage PayPal
|
F 25 5⁄5 | ||||||||
| 16944 |
A unified MCP server providing observability, safety control, and behavior evol…
|
F 25 5⁄5 | ||||||||
| 16945 |
Electronic component datasheets for AI agents — specs, pinouts, package data on…
|
F 25 6⁄6 | ||||||||
| 16946 |
Integrates Claude with n8n and Supabase to provide semantic memory search, auto…
|
F 25 5⁄5 | ||||||||
| 16947 |
Agent network intelligence for AI agents. Trust scoring, broker discovery, and …
|
F 25 5⁄4 | ||||||||
| 16948 |
An MCP server and Telegram bot that enables natural language management of WooC…
|
F 25 5⁄4 | ||||||||
| 16949 |
MCP server for ChartForge — generate stunning charts and diagrams from natural …
|
F 25 5⁄5 | ||||||||
| 16950 |
Enables interaction with DocuSeal instances to manage document templates, creat…
|
F 25 5⁄5 | ||||||||