MCP Server Quality Scores
Independent quality analysis of 58073 public MCP servers
Last updated 1 hour, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8801 |
Magic: The Gathering card search, combo lookup, draft analytics, and Commander …
|
C 68 5⁄5 | ||||||||
| 8802 |
JMAP MCP Server
|
C 68 5⁄5 | ||||||||
| 8803 |
A Model Context Protocol server that provides Azure Java SDK documentation to A…
|
C 68 5⁄5 | ||||||||
| 8804 |
Enables interaction with CubeCobra's API to access and manage Magic: The Gather…
|
C 68 5⁄5 | ||||||||
| 8805 |
Enables comprehensive analysis of JavaScript/TypeScript project testing setups …
|
C 68 5⁄5 | ||||||||
| 8806 |
Provides basic mathematical operations including arithmetic, square root, and n…
|
C 68 5⁄5 | ||||||||
| 8807 |
An MCP server that fetches jokes from various APIs (Chuck Norris, Dad jokes, an…
|
C 68 5⁄4 | ||||||||
| 8808 |
Transforms idle LAN machines into a unified compute cluster for AI agents to of…
|
C 68 5⁄4 | ||||||||
| 8809 |
Enables vulnerability analysis by querying CVE data through the CIRCL API and p…
|
C 68 5⁄5 | ||||||||
| 8810 |
MCP Resume Chat Server
Claim
Enables AI-powered conversations about resume/CV content and email notification…
|
C 68 5⁄5 | ||||||||
| 8811 |
A minimal MCP server demonstrating how to build ChatGPT-compatible applications…
|
C 68 5⁄5 | ||||||||
| 8812 |
Intercepts Claude conversations via MITM proxy and stores them in Mem0, enablin…
|
C 68 5⁄5 | ||||||||
| 8813 |
An MCP server that gives AI assistants persistent memory across sessions. It st…
|
C 68 5⁄4 | ||||||||
| 8814 |
AI Content Creation Assistant for Korean creators - Trend analysis & SEO
|
C 68 5⁄5 | ||||||||
| 8815 |
A starter project for quickly building Model Context Protocol servers using Typ…
|
C 68 5⁄5 | ||||||||
| 8816 |
api-test-mcp
Claim
api-test-mcp
|
C 68 5⁄5 | ||||||||
| 8817 |
Provides comprehensive access to NCBI's PubMed database of over 36 million biom…
|
C 68 5⁄5 | ||||||||
| 8818 |
An MCP server that enables reading, writing, and searching documents in Outline…
|
C 68 5⁄5 | ||||||||
| 8819 |
A code repository indexing tool to supercharge your LLM experience.
|
C 68 5⁄4 | ||||||||
| 8820 |
atdata-email-verification-mcp-server
|
C 68 5⁄5 | ||||||||
| 8821 |
Automates Java Maven testing workflows with decision table-based test generatio…
|
C 68 5⁄4 | ||||||||
| 8822 |
Enables automated geometry editing and aerodynamic analysis using OpenVSP and V…
|
C 68 5⁄5 | ||||||||
| 8823 |
Enables Android Automotive developers to explore and implement Vehicle Hardware…
|
C 68 5⁄5 | ||||||||
| 8824 |
MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL
|
C 68 5⁄5 | ||||||||
| 8825 |
MCP server for HTML file preview and analysis - Has been weird with OS but good…
|
C 68 5⁄5 | ||||||||
| 8826 |
MCP App Workers Template
Claim
A production-ready template for building MCP servers on Cloudflare Workers that…
|
C 68 5⁄5 | ||||||||
| 8827 |
FastAPI MCP Demo Server
Claim
A demonstration MCP server built with FastAPI that provides basic mathematical …
|
C 68 5⁄4 | ||||||||
| 8828 |
A Model Context Protocol server that fetches and ranks positive news articles f…
|
C 68 5⁄5 | ||||||||
| 8829 |
aihubmix-gpt-image-1
Claim
|
C 68 5⁄4 | ||||||||
| 8830 |
Enables saving files and folders to a local NAS over NFS with automatic share d…
|
C 68 5⁄4 | ||||||||
| 8831 |
Provides an MCP server that allows AI assistants to interact with Obsidian vaul…
|
C 68 5⁄4 | ||||||||
| 8832 |
A Model Context Protocol server that enables LLMs to send, edit, and delete Dis…
|
C 68 5⁄5 | ||||||||
| 8833 |
Suncture Healthcare MCP provides a set of specialized healthcare tools that can…
|
C 68 5⁄5 | ||||||||
| 8834 |
Advanced Model Context Protocol server that integrates Gemini AI with Tailwind …
|
C 68 5⁄5 | ||||||||
| 8835 |
Enables AI coding agents to query, create, and manage Mnemosyne knowledge graph…
|
C 68 5⁄5 | ||||||||
| 8836 |
A collection of Laravel helper tools for integration with Cursor IDE, providing…
|
C 68 5⁄4 | ||||||||
| 8837 |
Enables semantic search across browser bookmarks from Chrome, Firefox, Edge, Op…
|
C 68 5⁄4 | ||||||||
| 8838 |
A server that enables LLMs like Claude to interact with Azure Cosmos DB databas…
|
C 68 5⁄5 | ||||||||
| 8839 |
Provides an MCP-native operational interface for diagnostics, explainability, r…
|
C 68 5⁄4 | ||||||||
| 8840 |
Enhanced knowledge graph memory server for AI assistants that uses Neo4j as the…
|
C 68 5⁄5 | ||||||||
| 8841 |
AutoDev MCP
Claim
A dual-track testing server that combines CLI test execution with Playwright-ba…
|
C 68 5⁄4 | ||||||||
| 8842 |
An MCP server that utilizes Trello as a knowledge base for storing, searching, …
|
C 68 5⁄5 | ||||||||
| 8843 |
A Model Context Protocol server for Turkish taxi services that enables fare est…
|
C 68 5⁄5 | ||||||||
| 8844 |
Enables AI assistants to interact with LI.FI's cross-chain infrastructure, prov…
|
C 68 5⁄5 | ||||||||
| 8845 |
Enables video editing using natural language commands powered by FFmpeg, suppor…
|
C 68 5⁄4 | ||||||||
| 8846 |
MCP Server for Telegram
|
C 68 5⁄5 | ||||||||
| 8847 |
Enables complete StreamSets Control Hub integration through conversational AI, …
|
C 68 5⁄5 | ||||||||
| 8848 |
Enables users to manage budgets, accounts, categories, and transactions on You …
|
C 68 5⁄5 | ||||||||
| 8849 |
Gives AI-powered coding tools like Cursor, Windsurf, and Cline access to Figma …
|
C 68 5⁄5 | ||||||||
| 8850 |
Enables AI-powered web searches using Google's Gemini 2.5 models with Google Se…
|
C 68 5⁄5 | ||||||||