MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4901 |
MCP-native health monitoring that probes MCP servers using the list_tools proto…
|
B 74 4⁄4 | ||||||||
| 4902 |
A server that integrates with Stripe for handling payments, customers, and refu…
|
B 74 5⁄5 | ||||||||
| 4903 |
Enables interaction with Sonarr and Radarr APIs to query media libraries, check…
|
B 74 5⁄5 | ||||||||
| 4904 |
Enables AI agents to connect to and chat with multiple LLM models (OpenAI, Open…
|
B 74 5⁄5 | ||||||||
| 4905 |
Enables Claude to search and retrieve Panda3D game engine documentation seamles…
|
B 74 5⁄5 | ||||||||
| 4906 |
Enables comprehensive video quality analysis including metadata extraction, GOP…
|
B 74 5⁄4 | ||||||||
| 4907 |
azure-devops-mcp-server
Claim
Enables natural language interaction with Azure DevOps to manage work items, pr…
|
B 74 5⁄5 | ||||||||
| 4908 |
A secure Model Context Protocol server that manages time-based operations using…
|
B 74 5⁄4 | ||||||||
| 4909 |
Markdown TOC MCP Server
Claim
Enables intelligent Markdown document analysis including extracting table of co…
|
B 74 5⁄4 | ||||||||
| 4910 |
A minimal Model Context Protocol server demonstrating basic MCP capabilities wi…
|
B 74 5⁄4 | ||||||||
| 4911 |
Bridgecontext
Claim
BridgeContext is a productivity tool designed to capture and transfer conversat…
|
B 74 5⁄4 | ||||||||
| 4912 |
Provides intelligent recommendations for MCP servers based on development needs…
|
B 74 5⁄5 | ||||||||
| 4913 |
Enables direct file system access to Obsidian vaults with auto-discovery, full-…
|
B 74 5⁄4 | ||||||||
| 4914 |
PubCrawl provides LLMs with access to PubMed, FDA/UK drug labeling, and Clinica…
|
B 74 5⁄5 | ||||||||
| 4915 |
A comprehensive toolkit for color conversion, manipulation, and accessibility a…
|
B 74 5⁄5 | ||||||||
| 4916 |
A standardized testing harness for MCP servers and agent workflows
|
B 74 4⁄4 | ||||||||
| 4917 |
Real-time MIT dining hall menus with dietary filtering across all 6 halls
|
B 74 5⁄4 | ||||||||
| 4918 |
MCP server for PMD static code analyzer - run code analysis and detect duplicat…
|
B 74 5⁄4 | ||||||||
| 4919 |
MCP server providing read-only access to Monarch Money financial data, enabling…
|
B 74 5⁄5 | ||||||||
| 4920 |
PyTorch HUD MCP Server
Claim
Provides access to PyTorch CI/CD analytics data including workflows, jobs, test…
|
B 74 5⁄5 | ||||||||
| 4921 |
Enables AI assistants to interact with native Apple applications including Mess…
|
B 74 5⁄4 | ||||||||
| 4922 |
Check if your accounts or passwords have been compromised in data breaches. Uti…
|
B 74 5⁄5 | ||||||||
| 4923 |
A WebSocket server that provides MCP interface for searching and retrieving inf…
|
B 74 5⁄5 | ||||||||
| 4924 |
A TypeScript-based template for building Model Context Protocol servers, featur…
|
B 74 5⁄4 | ||||||||
| 4925 |
Provides Kubernetes cluster management capabilities through natural language vi…
|
B 74 5⁄5 | ||||||||
| 4926 |
Routes coding tasks to local and remote LLMs with intelligent cost-quality opti…
|
B 74 5⁄4 | ||||||||
| 4927 |
Connects LLMs to GitHub and GitLab to analyze pull and merge requests for logic…
|
B 74 5⁄5 | ||||||||
| 4928 |
Enables AI agents to analyze employee GitHub activity including PRs, code revie…
|
B 74 5⁄5 | ||||||||
| 4929 |
Integrates the Sonar API to provide Claude with real-time web-wide research cap…
|
B 74 5⁄5 | ||||||||
| 4930 |
Buttondown MCP Server
Claim
Enables AI and LLM systems to interact with the Buttondown newsletter service, …
|
B 74 5⁄5 | ||||||||
| 4931 |
This MCP server provides unified diffs of two text inputs using Python's standa…
|
B 74 5⁄4 | ||||||||
| 4932 |
Connect your MCP-compatible clients to Onyx AI knowledge bases for enhanced sem…
|
B 74 5⁄5 | ||||||||
| 4933 |
Enables cloud-based FFmpeg video and audio processing through the Rendi API, al…
|
B 74 5⁄5 | ||||||||
| 4934 |
Provide LLMs hosted, clean markdown documentation of libraries and frameworks
|
B 74 5⁄5 | ||||||||
| 4935 |
Docker MCP Server
Claim
Enables natural language management of Docker containers, images, networks, and…
|
B 74 5⁄5 | ||||||||
| 4936 |
Enables users to create UI flowcharts by generating visualizations of user inte…
|
B 74 5⁄4 | ||||||||
| 4937 |
An enterprise-grade MCP server that provides specialized tools for legal reason…
|
B 74 5⁄5 | ||||||||
| 4938 |
Search for Airbnb listings and get detailed information about accommodations. A…
|
B 74 5⁄4 | ||||||||
| 4939 |
Enables AI assistants to programmatically manage Power BI workspaces, reports, …
|
B 74 5⁄5 | ||||||||
| 4940 |
Provides quick access to local system utilities including time/date, hostname, …
|
B 74 5⁄4 | ||||||||
| 4941 |
Enables AI-powered automation of Adobe Illustrator on Windows by allowing Claud…
|
B 74 5⁄4 | ||||||||
| 4942 |
A comprehensive MCP server that enables AI to interact with all 68 functions of…
|
B 74 5⁄5 | ||||||||
| 4943 |
Enables AI assistants to interact with Obsidian vaults through vector search, v…
|
B 74 5⁄4 | ||||||||
| 4944 |
Enables AI agents to create, modify, and deploy web projects through the AICre8…
|
B 74 5⁄5 | ||||||||
| 4945 |
An MCP server that integrates Claude with Anki flashcards, allowing users to re…
|
B 74 5⁄5 | ||||||||
| 4946 |
A cinema-grade video production MCP server that enables automated website recor…
|
B 74 5⁄5 | ||||||||
| 4947 |
Model Context Protocol server for accessing Reactome pathway and systems biolog…
|
B 74 5⁄5 | ||||||||
| 4948 |
A Model Context Protocol server template designed for building custom servers u…
|
B 74 5⁄4 | ||||||||
| 4949 |
Connects Claude to Todoist to intelligently parse meeting notes into actionable…
|
B 74 5⁄5 | ||||||||
| 4950 |
Enables comprehensive test management with JIRA's Zephyr system, allowing users…
|
B 74 5⁄5 | ||||||||