MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 1 hour, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22651 |
Enables managing Kubernetes clusters through natural language by providing tool…
|
C 64 4⁄3 | ||||||||
| 22652 |
Prisma MCP Server
Claim
Manage Prisma Postgres databases with ease
|
C 64 4⁄3 | ||||||||
| 22653 |
MCP server for Chestniy ZNAK (Честный ЗНАК) API — product marking verification.…
|
C 64 3⁄3 | ||||||||
| 22654 |
Enables AI assistants to interact with Snowflake databases through SQL queries,…
|
C 64 4⁄4 | ||||||||
| 22655 |
An MCP server that integrates with Jira and Confluence to enable AI-powered iss…
|
C 64 4⁄4 | ||||||||
| 22656 |
ILSpy-Mcp
Claim
🔓 UNLEASH ILSpy'S POWER. Reverse-engineer DOTNET code at GOD SPEED. AI-assisted…
|
C 64 3⁄3 | ||||||||
| 22657 |
BloodyAD MCP
Claim
Enables Active Directory enumeration and abuse operations through the bloodyAD …
|
C 64 4⁄4 | ||||||||
| 22658 |
Analyzes Python code and provides guided refactoring suggestions without automa…
|
C 64 4⁄4 | ||||||||
| 22659 |
Pictify MCP Server
Claim
Enables AI assistants to programmatically generate images, GIFs, and PDFs from …
|
C 64 4⁄4 | ||||||||
| 22660 |
Peta Core
Claim
A production-ready MCP gateway and control plane that provides credential vault…
|
C 64 4⁄3 | ||||||||
| 22661 |
mcp-ecosystem
Claim
MCP Ecosystem: Docker MCP Toolkit, IDE Configs & Presets for AIOS
|
C 64 3⁄3 | ||||||||
| 22662 |
Enables AI agents to analyze Excel files through atomic operations like filteri…
|
C 64 4⁄3 | ||||||||
| 22663 |
Extracts branded ingredients and kitchen tools from recipes, matches them to af…
|
C 64 3⁄3 | ||||||||
| 22664 |
Shopify MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22665 |
A production-grade, LLM-agnostic MCP server that integrates AI models with tool…
|
C 64 4⁄4 | ||||||||
| 22666 |
This read-only MCP Server allows you to connect to Email data from Claude Deskt…
|
C 64 3⁄3 | ||||||||
| 22667 |
Phoenix MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22668 |
job-pilot
Claim
JobPilot is a next-generation career assistant powered by AI Agents and the Mod…
|
C 64 4⁄4 | ||||||||
| 22669 |
A read-only MCP server for exploratory data analysis across PostgreSQL, MySQL, …
|
C 64 4⁄3 | ||||||||
| 22670 |
Generate academic papers with AI agents and verified citations via OpenPaper.dev
|
C 64 3⁄3 | ||||||||
| 22671 |
Sybase IQ MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22672 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22673 |
MCP server for LinkedIn Ads — 19 read-only tools for campaigns, performance, an…
|
C 64 3⁄3 | ||||||||
| 22674 |
Tally MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22675 |
FTP MCP Server by CData
Claim
FTP MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22676 |
Enables developers and designers to work with the Carbon Design System through …
|
C 64 4⁄3 | ||||||||
| 22677 |
This read-only MCP Server allows you to connect to Highrise data from Claude De…
|
C 64 3⁄3 | ||||||||
| 22678 |
An MCP server that enables AI assistants to manage Docker containers, images, n…
|
C 64 4⁄3 | ||||||||
| 22679 |
microsandbox
Claim
microsandbox
|
C 64 4⁄4 | ||||||||
| 22680 |
This read-only MCP Server allows you to connect to Google Campaign Manager 360 …
|
C 64 3⁄3 | ||||||||
| 22681 |
Unity MCP Server
Claim
A Unity Editor plugin that exposes Unity Editor capabilities to external AI age…
|
C 64 3⁄3 | ||||||||
| 22682 |
SharePoint Excel Services MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22683 |
Amazon S3 MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22684 |
An MCP server for RenderDoc: Empowering AI assistants to analyze GPU frame capt…
|
C 64 3⁄3 | ||||||||
| 22685 |
Risk Audit MCP
Claim
Enables security scanning of code projects to identify common vulnerabilities l…
|
C 64 3⁄3 | ||||||||
| 22686 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22687 |
An MCP server for capturing screen regions directly into Claude Code conversati…
|
C 64 3⁄3 | ||||||||
| 22688 |
Teradata MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22689 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22690 |
Apache CouchDB MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22691 |
MCP server for DECIMER image-to-SMILES chemical structure recognition
|
C 64 3⁄3 | ||||||||
| 22692 |
An MCP server that provides access to a SQLite database for analyzing trading s…
|
C 64 4⁄3 | ||||||||
| 22693 |
Enables AI agents to programmatically access self-hosted Penpot instances to re…
|
C 64 4⁄4 | ||||||||
| 22694 |
pty-mcp-server
Claim
pty-mcp-server
|
C 64 3⁄3 | ||||||||
| 22695 |
An MCP to develop MATLAB pipelines section by section and read figures one dime…
|
C 64 4⁄3 | ||||||||
| 22696 |
A Model Context Protocol server that provides Claude with comprehensive access …
|
C 64 4⁄4 | ||||||||
| 22697 |
Time MCP Server
Claim
Get the current UTC time in RFC 3339 format.
|
C 64 3⁄3 | ||||||||
| 22698 |
Roomey_AI_Voice_Agent
Claim
Roomey is a multi-purpose Voice Agent designed to run your personal and busines…
|
C 64 4⁄3 | ||||||||
| 22699 |
Provides local codebase intelligence as an MCP server, enabling AI agents to qu…
|
C 64 4⁄3 | ||||||||
| 22700 |
MyGenome
Claim
Personal Genome Exploration
|
C 64 3⁄3 | ||||||||