MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8201 |
Provides Windows system diagnostic capabilities to AI agents, allowing them to …
|
C 69 5⁄5 | ||||||||
| 8202 |
A full-stack template for building Model Context Protocol (MCP) servers with a …
|
C 69 5⁄5 | ||||||||
| 8203 |
A template for creating Model Context Protocol (MCP) servers in TypeScript, off…
|
C 69 5⁄5 | ||||||||
| 8204 |
An MCP server that enables LLMs to query data from various NASA APIs, allowing …
|
C 69 5⁄5 | ||||||||
| 8205 |
S3 MCP Server
Claim
Enables interaction with S3-compatible storage services like AWS S3 and Cloudfl…
|
C 69 5⁄5 | ||||||||
| 8206 |
Allows AI assistants to seamlessly interact with Terminal.shop to browse produc…
|
C 69 5⁄5 | ||||||||
| 8207 |
Provides access to Australian Government ICT procurement opportunities from Buy…
|
C 69 5⁄5 | ||||||||
| 8208 |
An MCP server that provides poker play recommendations by combining real-time M…
|
C 69 5⁄4 | ||||||||
| 8209 |
|
C 69 5⁄4 | ||||||||
| 8210 |
Universal AI coding assistant memory — session handoff, SLM compression, and se…
|
C 69 5⁄4 | ||||||||
| 8211 |
CLI, MCP server, and npm library that turns any website into an API — no docs, …
|
C 69 6⁄4 | ||||||||
| 8212 |
linear-test-mcp
Claim
|
C 69 5⁄4 | ||||||||
| 8213 |
Integrates Spotify with Claude to enable voice-controlled music playback, playl…
|
C 69 5⁄5 | ||||||||
| 8214 |
Provides access to Norway's official business registry for searching companies,…
|
C 69 5⁄5 | ||||||||
| 8215 |
Unity AI Bridge
Claim
Remote-control Unity Editor from any AI IDE via file-based IPC. 62 tools, zero …
|
C 69 5⁄4 | ||||||||
| 8216 |
A Model Context Protocol server that provides comprehensive access to Microsoft…
|
C 69 5⁄5 | ||||||||
| 8217 |
A meta MCP server that seamlessly scales LLMs to 1000+ MCP servers through auto…
|
C 69 5⁄5 | ||||||||
| 8218 |
An MCP server that provides complete access to Ethereum Virtual Machine (EVM) J…
|
C 69 5⁄5 | ||||||||
| 8219 |
Provides comprehensive NBA player statistics from basketball-reference.com, del…
|
C 69 5⁄5 | ||||||||
| 8220 |
Computer Use
Claim
Computer Use
|
C 69 5⁄4 | ||||||||
| 8221 |
An MCP server that aggregates data from six weather sources to provide current …
|
C 69 5⁄5 | ||||||||
| 8222 |
Task management for solo developers and AI coding agents — CQRS pattern, 177 op…
|
C 69 5⁄4 | ||||||||
| 8223 |
Provides Android development assistance following NowInAndroid best practices, …
|
C 69 5⁄5 | ||||||||
| 8224 |
FastMCP server exposing Joplin notes, notebooks, tags, and imports.
|
C 69 5⁄4 | ||||||||
| 8225 |
An AI-guided conversation-driven development framework that helps build MVPs an…
|
C 69 5⁄5 | ||||||||
| 8226 |
This server enables AI assistants (CLINE, Cursor, Windsurf, Claude Desktop) to …
|
C 69 5⁄4 | ||||||||
| 8227 |
MCP server for Cucumber Studio - test scenarios, action words, and execution da…
|
C 69 5⁄5 | ||||||||
| 8228 |
Provides tools for compiling and packaging XR875 project components, including …
|
C 69 5⁄5 | ||||||||
| 8229 |
File Search MCP
Claim
Enables blazingly fast file and content searching in large codebases using ripg…
|
C 69 5⁄4 | ||||||||
| 8230 |
freshrelease
Claim
|
C 69 5⁄4 | ||||||||
| 8231 |
A comprehensive Model Context Protocol server providing educational resources a…
|
C 69 5⁄5 | ||||||||
| 8232 |
Provides integration with Lulu Print API for print-on-demand services through C…
|
C 69 5⁄5 | ||||||||
| 8233 |
A starter template for building custom MCP servers that can integrate with Clau…
|
C 69 5⁄5 | ||||||||
| 8234 |
Enables real-time communication between applications and AI models using the Mo…
|
C 69 5⁄5 | ||||||||
| 8235 |
A minimal Model Context Protocol server template demonstrating tools, resources…
|
C 69 5⁄5 | ||||||||
| 8236 |
Provides seamless integration with Fastly's Next-Gen Web Application Firewall A…
|
C 69 5⁄5 | ||||||||
| 8237 |
Enables interaction with Tencent Cloud Object Storage (COS) through MCP protoco…
|
C 69 5⁄5 | ||||||||
| 8238 |
This MCP server enables users to interact with AWS Amplify Gen2 application dat…
|
C 69 5⁄5 | ||||||||
| 8239 |
Enables users to search and retrieve detailed pharmaceutical drug information f…
|
C 69 5⁄5 | ||||||||
| 8240 |
Automates interactions with the PAF-IAST University LMS to provide AI assistant…
|
C 69 5⁄4 | ||||||||
| 8241 |
Streamline GCP operations with quick access to logs, Cloud Run status, Cloud SQ…
|
C 69 5⁄5 | ||||||||
| 8242 |
A Model Context Protocol server for AES encryption and decryption, supporting v…
|
C 69 5⁄4 | ||||||||
| 8243 |
A Model Context Protocol server that enables semantic search and RAG over your …
|
C 69 5⁄4 | ||||||||
| 8244 |
Provide fast and easy access to Chinese Yu-Gi-Oh! card information and images t…
|
C 69 5⁄5 | ||||||||
| 8245 |
python-notebook-mcp
Claim
Lightweight Python Notebook MCP - Enable AI assistants to create, edit, and vie…
|
C 69 5⁄4 | ||||||||
| 8246 |
A Model Context Protocol server that integrates with the Icypeas API to help us…
|
C 69 5⁄5 | ||||||||
| 8247 |
Enables sending messages to Mattermost channels through webhooks via MCP protoc…
|
C 69 5⁄5 | ||||||||
| 8248 |
A Hearthstone deck parsing server that decodes deck codes into detailed card li…
|
C 69 5⁄5 | ||||||||
| 8249 |
A Model Context Protocol server that retrieves CVE information from the Nationa…
|
C 69 5⁄5 | ||||||||
| 8250 |
A Model Context Protocol server that connects AI tools to Electronic Health Rec…
|
C 69 5⁄5 | ||||||||