MCP Server Quality Scores
Independent quality analysis of 33332 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16701 |
An MCP server that enables Claude to manage infrastructure across Kubernetes, D…
|
F 25 5⁄5 | ||||||||
| 16702 |
This MCP server implements VariousPolicies according to CSA BOD 25-01 requireme…
|
F 25 5⁄5 | ||||||||
| 16703 |
Automates the generation of professional worklogs by analyzing git commits with…
|
F 25 5⁄5 | ||||||||
| 16704 |
Secrets vault for Claude Code with audit logs, access rules, and AES-256 encryp…
|
F 25 5⁄5 | ||||||||
| 16705 |
An MCP server for the Sui blockchain that enables AI agents to manage accounts,…
|
F 25 5⁄5 | ||||||||
| 16706 |
Shared knowledge graph for AI coding agents. Search, create, and link verified …
|
F 25 5⁄5 | ||||||||
| 16707 |
A Model Context Protocol server for ElevenLabs conversational agents that enabl…
|
F 25 5⁄4 | ||||||||
| 16708 |
A MCP server that provides gene set enrichment analysis using the Enrichr API
|
F 25 5⁄5 | ||||||||
| 16709 |
Allow AI agents to scan code for security vulnerabilites using Semgrep.
|
F 25 5⁄5 | ||||||||
| 16710 |
Enables automated browser testing of web applications using Playwright, support…
|
F 25 5⁄4 | ||||||||
| 16711 |
Create crafted UI components inspired by the best 21st.dev design engineers.
|
F 25 5⁄4 | ||||||||
| 16712 |
Provides tools for AI assistants to interact with the Dida365 (TickTick) task m…
|
F 25 5⁄5 | ||||||||
| 16713 |
Security-focused MCP server that provides safety guidelines and content analysi…
|
F 25 5⁄4 | ||||||||
| 16714 |
A Model Context Protocol server that supports both STDIO and SSE protocols for …
|
F 25 5⁄5 | ||||||||
| 16715 |
MCP server for Draw Things - local AI image generation on Mac
|
F 25 5⁄4 | ||||||||
| 16716 |
Workspace-aware prompt engineering. Refines, analyzes and generates prompts bas…
|
F 25 5⁄5 | ||||||||
| 16717 |
MCP server for the Nutrient DWS Processor API. Convert, merge, redact, sign, OC…
|
F 25 5⁄5 | ||||||||
| 16718 |
A Python-based MCP server that dynamically fetches plugin definitions from Supe…
|
F 25 5⁄5 | ||||||||
| 16719 |
A modular external attack surface mapping tool integrating tools for automated …
|
F 25 5⁄4 | ||||||||
| 16720 |
Official Sevalla MCP — full PaaS API access through just 2 tools.
|
F 25 5⁄5 | ||||||||
| 16721 |
The MCP protocol server based on JSXGraph provides 13 mathematical visualizatio…
|
F 25 5⁄4 | ||||||||
| 16722 |
Social media analytics toolkit that analyzes profiles, scores engagement, detec…
|
F 25 6⁄6 | ||||||||
| 16723 |
MCP server for Dataiku DSS project, flow, and operations APIs.
|
F 25 5⁄4 | ||||||||
| 16724 |
A collection of servers which are deliberately vulnerable to learn Pentesting M…
|
F 25 5⁄4 | ||||||||
| 16725 |
Provides AI-powered development assistance with continuous chain-of-thought rea…
|
F 25 5⁄5 | ||||||||
| 16726 |
Internet radio streaming MCP server — search, play, and manage radio stations w…
|
F 25 5⁄4 | ||||||||
| 16727 |
Integrates Postman with Cursor IDE to manage collections and requests through n…
|
F 25 5⁄5 | ||||||||
| 16728 |
AI agents hallucinate package names. need gives them a verified index of 10,000…
|
F 25 6⁄6 | ||||||||
| 16729 |
ContextStream MCP server for code context, memory, search, and AI tools.
|
F 25 6⁄6 | ||||||||
| 16730 |
A Model Context Protocol server that enables AI models to perform function call…
|
F 25 5⁄5 | ||||||||
| 16731 |
Track AI agent costs, detect waste, optimize models, and prove ROI. 23 MCP tool…
|
F 25 6⁄6 | ||||||||
| 16732 |
This server implements the Model Context Protocol for seamless interaction with…
|
F 25 5⁄4 | ||||||||
| 16733 |
An MCP server designed to retrieve DevOps skills, code standards, and SAP Fiori…
|
F 25 5⁄5 | ||||||||
| 16734 |
Enables AI assistants to interact with Figma files through the ModelContextProt…
|
F 25 5⁄5 | ||||||||
| 16735 |
A MCP server that supports AI assistants to read and analyze PDF files, providi…
|
F 25 6⁄6 | ||||||||
| 16736 |
An MCP server that exposes CalDAV calendar operations as tools for AI assistant…
|
F 25 5⁄5 | ||||||||
| 16737 |
Connects Claude with Spotify, allowing users to control playback, search for mu…
|
F 25 5⁄4 | ||||||||
| 16738 |
Enables cloud browser automation through Browserbase and Stagehand, allowing LL…
|
F 25 5⁄5 | ||||||||
| 16739 |
MCP Database Server is a service that provides secure database access for AI as…
|
F 25 6⁄6 | ||||||||
| 16740 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
F 25 5⁄5 | ||||||||
| 16741 |
A MCP server for interacting with Bear note-taking software.
|
F 25 5⁄4 | ||||||||
| 16742 |
Connects Claude AI to KuCoin portfolio and Notion workspace for real-time crypt…
|
F 25 5⁄5 | ||||||||
| 16743 |
Enables interaction with MongoDB databases through MCP protocol. Provides conta…
|
F 25 5⁄5 | ||||||||
| 16744 |
A bridge between Unity and AI assistants that enables AI to interact with Unity…
|
F 25 5⁄5 | ||||||||
| 16745 |
A containerized server that enables AI clients to perform automated network pac…
|
F 25 5⁄5 | ||||||||
| 16746 |
This repository demonstrates how to use AutoGen to integrate local and remote M…
|
F 25 5⁄5 | ||||||||
| 16747 |
A VSCode extension that lets you find and install Agent Skills and MCP Apps to …
|
F 25 5⁄5 | ||||||||
| 16748 |
A utility tool that enables Claude Desktop to interact with external tools via …
|
F 25 5⁄5 | ||||||||
| 16749 |
Enables Claude to search for available meeting rooms, check reservation status,…
|
F 25 5⁄4 | ||||||||
| 16750 |
Visual CVE audit dashboard for npm, Python, Go, and Rust. Scan from Claude/Curs…
|
F 25 5⁄4 | ||||||||