MCP Server Quality Scores
Independent quality analysis of 66415 public MCP servers
Last updated 2 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4151 |
|
B 75 5⁄4 | ||||||||
| 4152 |
Access 30+ bioinformatics tools from 14 databases.
|
B 75 5⁄5 | ||||||||
| 4153 |
Enables AI assistants to interact with Ubiquiti UniFi network infrastructure fo…
|
B 75 5⁄5 | ||||||||
| 4154 |
Enables automated GitHub Pull Request reviews using local Ollama, Cursor CLI, o…
|
B 75 5⁄5 | ||||||||
| 4155 |
Provides structured access to Nepal Stock Exchange market data through the Mode…
|
B 75 6⁄6 | ||||||||
| 4156 |
Enables AI assistants to interact with Codecks project management for querying …
|
B 75 5⁄5 | ||||||||
| 4157 |
An MCP server that enables Claude to interact with Port.io's AI agent, allowing…
|
B 75 5⁄5 | ||||||||
| 4158 |
Smart Code Reviewer
Claim
Enables comprehensive code analysis including quality assessment, security vuln…
|
B 75 5⁄4 | ||||||||
| 4159 |
Enables Claude and other LLMs to search through any published MkDocs documentat…
|
B 75 5⁄5 | ||||||||
| 4160 |
Provides filesystem access and integration with Z.ai's GLM-4 models for code ge…
|
B 75 5⁄4 | ||||||||
| 4161 |
Provides access to Granola notes, meeting transcripts, calendar events, and doc…
|
B 75 5⁄4 | ||||||||
| 4162 |
|
B 75 5⁄4 | ||||||||
| 4163 |
Enables AI agents to create, manage, and track tasks within plans using Valkey …
|
B 75 5⁄5 | ||||||||
| 4164 |
Enables retrieval of electricity and gas consumption data from Octopus Energy a…
|
B 75 5⁄5 | ||||||||
| 4165 |
A Model Context Protocol server that enables LLMs to perform web searches using…
|
B 75 5⁄5 | ||||||||
| 4166 |
Enable seamless file operations, repository management, and advanced search fun…
|
B 75 5⁄5 | ||||||||
| 4167 |
Provides comprehensive access to People Data Labs' data models and search capab…
|
B 75 5⁄5 | ||||||||
| 4168 |
AI Agent Guardrails MCP server - security layer
|
B 75 5⁄4 | ||||||||
| 4169 |
Ask your AI assistant to search your inbox, send emails, schedule meetings, man…
|
B 75 5⁄5 | ||||||||
| 4170 |
Enables accurate WCAG color contrast checking and accessibility analysis by cal…
|
B 75 5⁄5 | ||||||||
| 4171 |
Access the time in any timezone and get the current local time
|
B 75 5⁄4 | ||||||||
| 4172 |
MCP server designed to help you search and analyze your photo library (iCloud -…
|
B 75 5⁄4 | ||||||||
| 4173 |
A Python-based MCP server that enables AI agents to query the Microsoft 365 Roa…
|
B 75 5⁄5 | ||||||||
| 4174 |
Enables AI assistants to search for documentation of packages and services, pro…
|
B 75 5⁄5 | ||||||||
| 4175 |
Provides access to UK Environment Agency's real-time flood monitoring data, ena…
|
B 75 5⁄5 | ||||||||
| 4176 |
MCP server for Qiskit quantum computing with circuit serialization utilities
|
B 75 5⁄4 | ||||||||
| 4177 |
APKTool MCP Server is a MCP server for the Apk Tool to provide automation in re…
|
B 75 5⁄4 | ||||||||
| 4178 |
Provides real-time debugging, code quality monitoring, and performance insights…
|
B 75 5⁄4 | ||||||||
| 4179 |
Enables AI assistants to execute PromQL queries and discover metrics across mul…
|
B 75 5⁄5 | ||||||||
| 4180 |
A comprehensive Model Context Protocol server that enables advanced PubMed lite…
|
B 75 5⁄5 | ||||||||
| 4181 |
Provides AI assistants with real-time web search capabilities, intelligent data…
|
B 75 5⁄5 | ||||||||
| 4182 |
API Schema Drift Monitor — detect breaking changes in OpenAPI specs
|
B 75 5⁄4 | ||||||||
| 4183 |
Enables finding, configuring, and installing Model Context Protocol (MCP) serve…
|
B 75 5⁄5 | ||||||||
| 4184 |
Enables Adobe Express add-on developers to scaffold projects, access code examp…
|
B 75 5⁄5 | ||||||||
| 4185 |
Enables real-time user intervention for MCP agents through a web UI, allowing u…
|
B 75 5⁄5 | ||||||||
| 4186 |
Enables AI assistants to create, edit, and manipulate PowerPoint presentations …
|
B 75 5⁄5 | ||||||||
| 4187 |
An MCP server that enables the extraction of transcripts and detailed metadata …
|
B 75 5⁄5 | ||||||||
| 4188 |
A lightweight server that provides persistent memory and context management for…
|
B 75 5⁄4 | ||||||||
| 4189 |
Enables users to search and navigate over 22,500 indexed sections across 16 Can…
|
B 75 5⁄5 | ||||||||
| 4190 |
Enables AI assistants to integrate with SAP systems via OData REST APIs for que…
|
B 75 5⁄5 | ||||||||
| 4191 |
An AI-powered SQLite assistant that converts natural language to SQL queries wi…
|
B 75 5⁄4 | ||||||||
| 4192 |
Enables access to BitSight security rating data through company search and rati…
|
B 75 5⁄5 | ||||||||
| 4193 |
Enables Claude to interact with ServiceNow instances through comprehensive API …
|
B 75 5⁄5 | ||||||||
| 4194 |
gospy
Claim
Non-Invasive goroutine inspector
|
B 75 5⁄5 | ||||||||
| 4195 |
Enables AI agents to traverse SysML v2 model graphs, query requirements, and pe…
|
B 75 5⁄4 | ||||||||
| 4196 |
This is an MCP server that enables agents to record, search, and retrieve memos…
|
B 75 5⁄5 | ||||||||
| 4197 |
|
B 75 5⁄4 | ||||||||
| 4198 |
MCP server that enables intelligent analysis of legal spend data across multipl…
|
B 75 5⁄5 | ||||||||
| 4199 |
Enables semantic search through markdown documentation in code repositories usi…
|
B 75 5⁄4 | ||||||||
| 4200 |
Express MCP Server
Claim
A basic serverless MCP server example running on Netlify Functions using Expres…
|
B 75 6⁄6 | ||||||||