MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 2 hours, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24151 |
Enables interaction with the Turbopuffer vector database to manage namespaces a…
|
D 54 4⁄3 | ||||||||
| 24152 |
Raworc MCP Server
Claim
Enables AI assistants to interact with Raworc's agent runtime platform through …
|
D 54 4⁄4 | ||||||||
| 24153 |
Enables secure remote access operations through SSH, SFTP, rsync, VPN, and tunn…
|
D 54 4⁄4 | ||||||||
| 24154 |
A Model Context Protocol server that provides AI coding assistants with direct …
|
D 54 4⁄4 | ||||||||
| 24155 |
A bridge that connects the Model Context Protocol to the Gemini CLI via the Age…
|
D 54 4⁄4 | ||||||||
| 24156 |
UptimeRobot MCP API
Claim
A management server for UptimeRobot that enables natural language processing th…
|
D 54 4⁄4 | ||||||||
| 24157 |
Provides sandboxed access to local filesystem operations including directory an…
|
D 54 4⁄3 | ||||||||
| 24158 |
Enables interaction with Last.fm music data including searching for artists, al…
|
D 54 4⁄4 | ||||||||
| 24159 |
An MCP server for the Plane project management platform that enables users to m…
|
D 54 4⁄4 | ||||||||
| 24160 |
mkinf SDK to interact with mkinf hub MCP servers
|
D 54 4⁄3 | ||||||||
| 24161 |
Enables AI agents to manage Umbraco CMS content through natural language, inclu…
|
D 54 4⁄3 | ||||||||
| 24162 | D 54 4⁄3 | |||||||||
| 24163 |
Enables interaction with Zoom services through the Zoom API. Provides access to…
|
D 54 4⁄4 | ||||||||
| 24164 |
Enables interaction with AWS S3 through MCP, supporting bucket and object manag…
|
D 54 4⁄4 | ||||||||
| 24165 |
Enables comprehensive personal task management through specialized MCP servers …
|
D 54 4⁄3 | ||||||||
| 24166 |
gcloud MCP Cloud Run
Claim
Enables interaction with Google Cloud Platform services through gcloud CLI comm…
|
D 54 4⁄4 | ||||||||
| 24167 |
A Model Context Protocol (MCP) server that exposes GeoServer REST API functiona…
|
D 54 4⁄3 | ||||||||
| 24168 |
Let the grumpy senior dev review your code with this MCP server
|
D 54 4⁄3 | ||||||||
| 24169 |
MCP Server
Claim
A multi-model platform that integrates RAG (Retrieval-Augmented Generation) wit…
|
D 54 4⁄4 | ||||||||
| 24170 |
MCP server for Databricks, BigQuery, PostgreSQL, MySQL, SQL Server, SQLite, Mar…
|
D 54 3⁄3 | ||||||||
| 24171 |
MCP Weather Server
Claim
Enables AI agents to access real-time and historical weather data through multi…
|
D 54 4⁄4 | ||||||||
| 24172 |
amiready-ai
Claim
|
D 54 4⁄3 | ||||||||
| 24173 |
Manage Docker infrastructure across multiple homelab hosts including Unraid, Pr…
|
D 54 4⁄4 | ||||||||
| 24174 |
An MCP server that enables users to interact with the Bluesky social network th…
|
D 54 4⁄4 | ||||||||
| 24175 |
Provides up-to-date Python package manager commands by cross-referencing offici…
|
D 54 4⁄4 | ||||||||
| 24176 |
MCP Calculator
Claim
A protocol interface that extends AI capabilities by enabling models to interac…
|
D 54 4⁄4 | ||||||||
| 24177 |
umbraco-mcp
Claim
A model context protocol (MCP) server for Umbraco
|
D 54 4⁄4 | ||||||||
| 24178 |
test server to see how clients handle a lot of tools
|
D 54 4⁄3 | ||||||||
| 24179 |
An MCP server that helps novice developers deploy web applications through conv…
|
D 54 4⁄4 | ||||||||
| 24180 |
awesome-mcp
Claim
A collection of mcp servers/client/sdks
|
D 53 3⁄3 | ||||||||
| 24181 |
Enables interaction with Zoom services through the Zoom API. Provides access to…
|
D 53 4⁄4 | ||||||||
| 24182 |
Provides comprehensive access to SQL Stream Builder (SSB) functionality with 80…
|
D 53 4⁄4 | ||||||||
| 24183 |
RAG MCP Server
Claim
An API that enables document querying through a Retrieval-Augmented Generation …
|
D 53 4⁄4 | ||||||||
| 24184 |
An MCP Server that enables interaction with Google's Organization Policy API, a…
|
D 53 4⁄3 | ||||||||
| 24185 |
swift-skeleton
Claim
Swift source code structural indexer. Extracts type declarations, properties, m…
|
D 53 4⁄3 | ||||||||
| 24186 |
MCP4All
Claim
Enables automatic documentation of GitHub projects as blog posts by fetching re…
|
D 53 4⁄4 | ||||||||
| 24187 |
Enables AI assistants to generate UML diagrams through natural language by rend…
|
D 53 4⁄4 | ||||||||
| 24188 |
Enables users to interact with Apache Airflow orchestration platform through na…
|
D 53 4⁄4 | ||||||||
| 24189 |
An MCP server for accessing the Fotocasa1 API to search real estate listings an…
|
D 53 4⁄4 | ||||||||
| 24190 |
test-mcp-glama
Claim
test-mcp-glama
|
D 53 4⁄3 | ||||||||
| 24191 |
AST-based Python refactoring MCP server with safe automated refactorings and ro…
|
D 53 4⁄3 | ||||||||
| 24192 |
HoudiniMCP
Claim
Connects Houdini to Claude AI through Model Context Protocol, enabling AI-assis…
|
D 53 3⁄3 | ||||||||
| 24193 |
An MCP server that exposes over 20 standard penetration testing utilities, such…
|
D 53 4⁄4 | ||||||||
| 24194 |
A Model Context Protocol server that allows interaction with TestRail's core en…
|
D 53 4⁄4 | ||||||||
| 24195 |
One-stop handbook for building, deploying, and understanding LLM agents with 60…
|
D 53 4⁄3 | ||||||||
| 24196 |
Omnisend MCP Server
Claim
A server that enables AI assistants to interact with the Omnisend marketing pla…
|
D 53 4⁄4 | ||||||||
| 24197 |
A server that connects Ableton Live to Claude AI through the Model Context Prot…
|
D 53 4⁄3 | ||||||||
| 24198 |
A Model Context Protocol server that converts various file formats (PDF, PowerP…
|
D 53 4⁄3 | ||||||||
| 24199 |
An MCP server that transforms LLM-enabled IDEs into professional video editors …
|
D 53 3⁄3 | ||||||||
| 24200 |
Provides read-only access to query and retrieve information about devices, flee…
|
D 53 4⁄4 | ||||||||
