MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 1 hour, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 12101 |
An MCP server that provides multiple file conversion tools for AI agents, suppo…
|
C 62 5⁄5 | ||||||||
| 12102 |
MCP Server
Claim
A configurable server implementation that provides MCP (Model-Controller-Protoc…
|
C 62 5⁄5 | ||||||||
| 12103 |
Provides direct access to Chrome DevTools Protocol for browser automation, enab…
|
C 62 5⁄4 | ||||||||
| 12104 |
An MCP server that assists with the orchestration of new software projects by a…
|
C 62 5⁄4 | ||||||||
| 12105 |
An MCP server that enables querying and interacting with Google Cloud services …
|
C 62 5⁄5 | ||||||||
| 12106 |
Terminal multiplexer MCP server for orchestrating parallel AI agents. Manages w…
|
C 62 5⁄4 | ||||||||
| 12107 |
Provides real-time train schedule information and live predictions for all 18 s…
|
C 62 6⁄6 | ||||||||
| 12108 |
An MCP integration for signal-cli that allows AI agents to send and receive Sig…
|
C 62 5⁄4 | ||||||||
| 12109 |
An MCP server with comprehensive CI/CD workflows including unit tests, integrat…
|
C 62 5⁄5 | ||||||||
| 12110 |
MCP Duty Pharma
|
C 62 5⁄5 | ||||||||
| 12111 |
Enables programmatic access to your SwipeBuilder ad swipe library to retrieve s…
|
C 62 5⁄5 | ||||||||
| 12112 |
Kali MCP Server
Claim
Provides access to 20+ Kali Linux penetration testing tools including nmap, sql…
|
C 62 5⁄5 | ||||||||
| 12113 |
A template for deploying an authentication-free MCP server on Cloudflare Worker…
|
C 62 5⁄5 | ||||||||
| 12114 |
Analyzes resumes against job descriptions to identify missing skills, keywords,…
|
C 62 5⁄5 | ||||||||
| 12115 |
A foundation for creating custom Model Context Protocol servers that can integr…
|
C 62 5⁄5 | ||||||||
| 12116 |
tv-recommender-mcp-server
|
C 62 5⁄5 | ||||||||
| 12117 |
Enables semantic search and conversational querying across a personal research …
|
C 62 5⁄5 | ||||||||
| 12118 |
A template MCP server that provides job searching tools (analyze descriptions, …
|
C 62 6⁄6 | ||||||||
| 12119 |
mcp-databricks-server
Claim
Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get…
|
C 62 5⁄5 | ||||||||
| 12120 |
Italian legislation via MCP — full-text search across statutes and provisions
|
C 62 6⁄4 | ||||||||
| 12121 |
MCP Databases Server
Claim
Enables LLMs and agents to interact with relational databases (SQL Server, MySQ…
|
C 62 5⁄5 | ||||||||
| 12122 |
Parses PDF receipts to extract grocery and shopping expenses, automatically cat…
|
C 62 5⁄4 | ||||||||
| 12123 |
YAPS MCP Server
Claim
Enables LLMs to query tokenized attention scores and credibility metrics for X/…
|
C 62 5⁄5 | ||||||||
| 12124 |
Provides OpenStreetMap integration for MCP, allowing users to query and visuali…
|
C 62 5⁄5 | ||||||||
| 12125 |
Enables AI assistants to access PSG College of Technology e-campus portal data …
|
C 62 5⁄5 | ||||||||
| 12126 |
A deployable remote MCP server on Cloudflare Workers that enables the use of cu…
|
C 62 5⁄5 | ||||||||
| 12127 |
Enables AI agents to check domain availability, purchase domains via Stripe, an…
|
C 62 6⁄6 | ||||||||
| 12128 |
MCP智能简历投递助手
Claim
Enables AI-driven job application automation for LinkedIn and SEEK platforms wi…
|
C 62 5⁄4 | ||||||||
| 12129 |
Exposes Language Server Protocol (LSP) features as MCP tools, enabling IDE-grad…
|
C 62 5⁄4 | ||||||||
| 12130 |
A lightweight Python interface that exposes TigerGraph database operations as s…
|
C 62 5⁄5 | ||||||||
| 12131 |
An MCP adapter that maps Coffee Company B2B HTTP APIs to MCP tools, allowing AI…
|
C 62 5⁄5 | ||||||||
| 12132 |
BookStack MCP Server
Claim
Enables AI assistants to manage BookStack documentation through natural languag…
|
C 62 5⁄5 | ||||||||
| 12133 |
A Model Context Protocol server that enables access to YouTube video content th…
|
C 62 5⁄5 | ||||||||
| 12134 |
A template for deploying a remote Model Context Protocol server on Cloudflare W…
|
C 62 5⁄5 | ||||||||
| 12135 |
Jadx MCP Server
Claim
A server that exposes the Jadx decompiler API over HTTP, enabling Claude to int…
|
C 62 5⁄5 | ||||||||
| 12136 |
JMeter MCP Server for performance testing
|
C 62 5⁄4 | ||||||||
| 12137 |
quickstart for mcp deployment
|
C 62 5⁄5 | ||||||||
| 12138 |
An MCP server that locally saves and categorizes user prompts from LLM sessions…
|
C 62 5⁄5 | ||||||||
| 12139 |
Errata Tool MCP Server
Claim
FastMCP server that enables AI assistants to integrate with Red Hat Errata Tool…
|
C 62 5⁄4 | ||||||||
| 12140 |
Integrates the Exploit-DB database with AI assistants to enable searching for e…
|
C 62 5⁄4 | ||||||||
| 12141 |
Enables scanning web pages and entire domains to identify broken links, checkin…
|
C 62 5⁄5 | ||||||||
| 12142 |
A Model Context Protocol server that provides AI assistants access to AWS Cloud…
|
C 62 5⁄5 | ||||||||
| 12143 |
D&D Combat MCP Server
Claim
A Cloudflare Workers-based MCP server template for building remote MCP servers …
|
C 62 5⁄5 | ||||||||
| 12144 |
A lightweight, zero-config MCP server that makes documentation and API specific…
|
C 62 5⁄5 | ||||||||
| 12145 |
A Model Context Protocol server for tracking personal health and well-being, of…
|
C 62 5⁄5 | ||||||||
| 12146 |
swarmia-mcp
Claim
Read-only MCP server to help gather metrics from [Swarmia](swarmia.com) for qui…
|
C 62 6⁄6 | ||||||||
| 12147 |
A template for deploying an unauthenticated Model Context Protocol server on Cl…
|
C 62 5⁄5 | ||||||||
| 12148 |
AI browser automation - navigate, click, type, extract content, and run autonom…
|
C 62 6⁄6 | ||||||||
| 12149 |
Provides AI assistants with access to Finland's Alko alcohol product catalog, e…
|
C 62 6⁄6 | ||||||||
| 12150 |
MCP server for Shadcn UI, enabling automated, remote, or containerized project …
|
C 62 6⁄4 | ||||||||