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 | ||||||||||
| 8101 |
arXiv MCP Server
Claim
Enables searching and retrieving arXiv papers by topic, fetching abstracts by p…
|
C 69 5⁄4 | ||||||||
| 8102 |
A Model Context Protocol (MCP) implementation for Fitbit, enabling AI assistant…
|
C 69 5⁄5 | ||||||||
| 8103 |
A full-stack template for building Model Context Protocol (MCP) servers with a …
|
C 69 5⁄5 | ||||||||
| 8104 |
Gmail MCP Agent
Claim
Enables automated Gmail lead nurturing campaigns with intelligent follow-ups, r…
|
C 69 5⁄5 | ||||||||
| 8105 |
Unity AI Bridge
Claim
Remote-control Unity Editor from any AI IDE via file-based IPC. 62 tools, zero …
|
C 69 5⁄4 | ||||||||
| 8106 |
Enables intelligent KQL query execution against Azure Data Explorer clusters wi…
|
C 69 5⁄5 | ||||||||
| 8107 |
An MCP server for EVE Online that provides EVE Server Time (EST) information an…
|
C 69 5⁄5 | ||||||||
| 8108 |
MCP server for WordPress. Manage posts, users, comments, terms, metadata, and s…
|
C 69 5⁄4 | ||||||||
| 8109 |
Provides tools to manage SSH targets and generate one-time WebShell terminal se…
|
C 69 5⁄5 | ||||||||
| 8110 |
A Model Context Protocol server that connects to a Magento 2 REST API, allowing…
|
C 69 5⁄5 | ||||||||
| 8111 |
mcp-server-cloudbrowser
|
C 69 5⁄5 | ||||||||
| 8112 |
Design-first MCP for coding agents that improves websites with screenshot-groun…
|
C 69 5⁄4 | ||||||||
| 8113 |
An MCP server to allow you to debug webpages using LLMs
|
C 69 5⁄4 | ||||||||
| 8114 |
JSON Logs MCP Server
|
C 69 5⁄5 | ||||||||
| 8115 |
Docswrite MCP
Claim
Generated content to Google Docs to WordPress while preserving formatting and s…
|
C 69 5⁄5 | ||||||||
| 8116 |
Persistent codebase knowledge layer for AI coding agents. Pre-digests codebases…
|
C 69 5⁄4 | ||||||||
| 8117 |
ygocdb-mcp
|
C 69 5⁄5 | ||||||||
| 8118 |
Multi-model AI gateway — 8 providers plus local models, no system prompt inject…
|
C 69 5⁄4 | ||||||||
| 8119 |
Browse and shop Wonderkraftz premium gifts. Recommendations, cart, and checkout…
|
C 69 5⁄5 | ||||||||
| 8120 |
Provides functionality to fetch and transform web content in various formats (H…
|
C 69 5⁄5 | ||||||||
| 8121 |
A locally-run MCP server that enables downloading images, videos, and LivePhoto…
|
C 69 5⁄4 | ||||||||
| 8122 |
mcp-zero
Claim
Model Context Protocol (MCP) server for go-zero framework - Generate APIs, RPC …
|
C 69 5⁄4 | ||||||||
| 8123 |
Provides integration with Github through the Model Context Protocol (MCP), allo…
|
C 69 5⁄5 | ||||||||
| 8124 |
Provides a read-only interface for querying InstantDB data with tools to execut…
|
C 69 5⁄4 | ||||||||
| 8125 |
81 chemistry tools — literature, calculations, retrosynthesis
|
C 69 5⁄5 | ||||||||
| 8126 |
Generates personalized music playlists based on mood analysis using AI sentimen…
|
C 69 5⁄5 | ||||||||
| 8127 |
An implementation of the Model Context Protocol server that enables AI models t…
|
C 69 5⁄5 | ||||||||
| 8128 |
IDA-MCP
Claim
Enables interaction with multiple IDA Pro instances through MCP, allowing users…
|
C 69 5⁄4 | ||||||||
| 8129 |
A Model Context Protocol server that enables AI assistants to manage Gmail thro…
|
C 69 5⁄5 | ||||||||
| 8130 |
Enables AI agents to manage infrastructure and deploy Docker services through E…
|
C 69 5⁄5 | ||||||||
| 8131 |
This server enables AI assistants (CLINE, Cursor, Windsurf, Claude Desktop) to …
|
C 69 5⁄4 | ||||||||
| 8132 |
Universal Menu
Claim
Provides an interactive decision menu that surfaces contextual choices on every…
|
C 69 5⁄5 | ||||||||
| 8133 |
MCP server for Huly — manage projects, issues, documents and more via natural l…
|
C 69 5⁄4 | ||||||||
| 8134 |
Claude MCP server that enables secure access to browse and read Android project…
|
C 69 5⁄4 | ||||||||
| 8135 |
Enables Claude Desktop and other MCP clients to interact with any OAuth2-authen…
|
C 69 5⁄5 | ||||||||
| 8136 |
linear-test-mcp
Claim
|
C 69 5⁄4 | ||||||||
| 8137 |
Trust infrastructure for AI agents — DIDs, reputation, verifiable credentials, …
|
C 69 5⁄4 | ||||||||
| 8138 |
A package that connects Claude Desktop and other MCP clients to Cloudflare Work…
|
C 69 5⁄5 | ||||||||
| 8139 |
Enables real-time communication between applications and AI models using the Mo…
|
C 69 5⁄5 | ||||||||
| 8140 |
A Model Context Protocol server that provides a standardized interface for AI m…
|
C 69 5⁄5 | ||||||||
| 8141 |
Enables interaction with Palo Alto Networks APIs through a Model Context Protoc…
|
C 69 5⁄5 | ||||||||
| 8142 |
MCP-PDF2MD
Claim
Converts PDF files from local storage or URLs to structured Markdown format usi…
|
C 69 5⁄5 | ||||||||
| 8143 |
Enables semantic search across Obsidian vaults using vector embeddings and Chro…
|
C 69 5⁄4 | ||||||||
| 8144 |
A simple MCP server implementation that demonstrates streaming capabilities wit…
|
C 69 5⁄4 | ||||||||
| 8145 |
Enables migration of test automation projects from WebDriverIO to Playwright us…
|
C 69 5⁄5 | ||||||||
| 8146 |
Governance runtime for AI agents with signed provenance, compliance audits, and…
|
C 69 5⁄5 | ||||||||
| 8147 |
Enables interaction with Tencent Cloud Object Storage (COS) through MCP protoco…
|
C 69 5⁄5 | ||||||||
| 8148 |
VRChat MCP OSC
Claim
Provides a bridge between AI assistants and VRChat, enabling AI-driven avatar c…
|
C 69 5⁄4 | ||||||||
| 8149 |
A secure server that implements the Model Context Protocol (MCP) to enable cont…
|
C 69 5⁄5 | ||||||||
| 8150 |
Utilizes Gemini API and Google Search to generate answers based on the latest i…
|
C 69 5⁄5 | ||||||||