MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 2 hours, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15601 |
Providing real-time cross-chain bridge metrics.
|
F 30 5⁄5 | ||||||||
| 15602 |
Execute PowerShell commands securely with controlled timeouts and input validat…
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F 30 5⁄4 | ||||||||
| 15603 |
Enables AI models to search and read technical discussions, customizations, and…
|
F 30 5⁄4 | ||||||||
| 15604 |
GoHighLevel MCP Server — 520+ tools across 40 categories. Voice AI, Proposals, …
|
F 30 6⁄6 | ||||||||
| 15605 |
Explore your local files with fast glob matching and text search. Find files ac…
|
F 30 5⁄4 | ||||||||
| 15606 |
Adaptive Retrieval-Augmented Self-Refinement MCP Server — a closed-loop system …
|
F 30 5⁄4 | ||||||||
| 15607 |
An MCP server that enables LLMs to generate spoken audio from text using OpenAI…
|
F 30 5⁄5 | ||||||||
| 15608 |
Connects AI assistants directly to Obsidian vaults with intelligent note creati…
|
F 30 5⁄4 | ||||||||
| 15609 |
Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How…
|
F 30 5⁄4 | ||||||||
| 15610 |
Real-time security framework for MCP servers that detects and blocks malicious …
|
F 30 5⁄4 | ||||||||
| 15611 |
A Node.js implementation for vector search using LanceDB and Ollama's embedding…
|
F 30 5⁄5 | ||||||||
| 15612 |
A Mermaid diagram rendering MCP server for Claude Code with live reload functio…
|
F 30 5⁄4 | ||||||||
| 15613 |
An example MCP server demonstrating how to create custom tools for LLMs like Cl…
|
F 30 5⁄4 | ||||||||
| 15614 |
An advanced sequential thinking process using a Multi-Agent System (MAS) built …
|
F 30 5⁄5 | ||||||||
| 15615 |
Enables fetching and extracting web content as markdown using Firecrawl API, wi…
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F 30 5⁄5 | ||||||||
| 15616 |
Provide seamless integration with DeepWriter's AI content generation and projec…
|
F 30 5⁄4 | ||||||||
| 15617 |
Enables AI-powered multimodal content generation using Volcano Engine's Jimeng …
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F 30 5⁄5 | ||||||||
| 15618 |
Connects Blender to Claude AI, enabling AI-assisted 3D modeling, scene creation…
|
F 30 5⁄4 | ||||||||
| 15619 |
AI-powered SEO and AEO audit for websites
|
F 30 5⁄4 | ||||||||
| 15620 |
Enables AI assistants running in WSL to capture Windows screenshots of full des…
|
F 30 5⁄5 | ||||||||
| 15621 |
A knowledge graph server for AI agents, built with Neo4j and integrated with Mo…
|
F 30 5⁄4 | ||||||||
| 15622 |
A narrative graph engine that enables LLMs to generate, track, and mutate compl…
|
F 30 5⁄5 | ||||||||
| 15623 |
Generates high-quality images using Google's Imagen 3.0 model via the Gemini AP…
|
F 30 5⁄5 | ||||||||
| 15624 |
A comprehensive Model Context Protocol (MCP) server for EVE Online traffic, nav…
|
F 30 5⁄4 | ||||||||
| 15625 |
A FastMCP server that provides natural language interaction with MS SQL databas…
|
F 30 5⁄4 | ||||||||
| 15626 |
Integrates Claude Desktop with Super Singularity's course creation API, enablin…
|
F 30 5⁄5 | ||||||||
| 15627 |
An MCP server for Tendem that enables users to complete tasks using a hybrid of…
|
F 30 5⁄5 | ||||||||
| 15628 |
A reference implementation of a Model Context Protocol server that demonstrates…
|
F 30 5⁄4 | ||||||||
| 15629 |
Enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced …
|
F 30 5⁄5 | ||||||||
| 15630 |
Check domain availability across 600+ TLDs on Namecheap with pricing and purcha…
|
F 30 5⁄4 | ||||||||
| 15631 |
Interfaces with the Perplexity AI API to provide advanced question answering ca…
|
F 30 5⁄5 | ||||||||
| 15632 |
Transform your terminal into an intelligent AI workspace with autonomous tool-c…
|
F 30 5⁄4 | ||||||||
| 15633 |
A lightweight Python-based server designed to run, manage and create CrewAI wor…
|
F 30 5⁄4 | ||||||||
| 15634 |
Model Context Protocol server for awesome-copilot agents and collections
|
F 30 5⁄4 | ||||||||
| 15635 |
Lightweight Linux sandbox for AI agents. Kernel-native isolation (namespaces, c…
|
F 30 5⁄4 | ||||||||
| 15636 |
AI-powered PDF editing and generation MCP server using Gemini Pro.
|
F 30 5⁄4 | ||||||||
| 15637 |
Query 269 episodes of Lenny's Podcast for product management wisdom. Search 51,…
|
F 30 5⁄4 | ||||||||
| 15638 |
A tool-augmented LLM system for the full PDDL planning pipeline, improving reli…
|
F 30 5⁄4 | ||||||||
| 15639 |
Enables users to extract, search, and analyze YouTube video transcripts directl…
|
F 30 5⁄5 | ||||||||
| 15640 |
A Model Context Protocol server that allows AI assistants like Claude and Curso…
|
F 30 5⁄4 | ||||||||
| 15641 |
Deterministic refund eligibility notary MCP server. Returns ALLOWED / DENIED / …
|
F 30 5⁄5 | ||||||||
| 15642 |
An MCP Server for the Alpaca trading API to manage stock and crypto portfolios,…
|
F 30 5⁄5 | ||||||||
| 15643 |
An MCP server that enables AI-assisted network packet analysis using Wireshark'…
|
F 30 5⁄4 | ||||||||
| 15644 |
An MCP server that provides real-time stock data, technical indicators, and fin…
|
F 30 5⁄5 | ||||||||
| 15645 |
Enables intelligent code analysis and debugging through the Perplexity AI's API…
|
F 30 5⁄5 | ||||||||
| 15646 |
MCP server for free Google AI Mode search with citations. Query optimization, C…
|
F 30 5⁄5 | ||||||||
| 15647 |
Provides advanced image analysis capabilities including object recognition, OCR…
|
F 30 5⁄5 | ||||||||
| 15648 |
Helps YouTube content creators find perfect background music for their shorts b…
|
F 30 5⁄5 | ||||||||
| 15649 |
Generates CanvasXpress data visualization JSON configurations from natural lang…
|
F 30 5⁄5 | ||||||||
| 15650 |
Generate friendly, personalized greetings by name. Toggle Pirate Mode for swash…
|
F 30 5⁄4 | ||||||||