MCP Server Quality Scores
Independent quality analysis of 66415 public MCP servers
Last updated 1 hour, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4601 |
A comprehensive Model Context Protocol (MCP) server that provides access to the…
|
B 74 5⁄5 | ||||||||
| 4602 |
Model Context Protocol server for ActivityWatch time tracking data
|
B 74 5⁄4 | ||||||||
| 4603 |
An AI accountability system that tracks what AI systems claim they will impleme…
|
B 74 5⁄5 | ||||||||
| 4604 |
A server that integrates with Stripe for handling payments, customers, and refu…
|
B 74 5⁄5 | ||||||||
| 4605 |
A comprehensive Model Context Protocol (MCP) server for accessing the STRING pr…
|
B 74 5⁄5 | ||||||||
| 4606 |
MCP server for querying Polymarket prediction market data via The Graph subgrap…
|
B 74 5⁄4 | ||||||||
| 4607 |
Emulates Claude Skills with any LLM via MCP, enabling agents to use modular ski…
|
B 74 5⁄4 | ||||||||
| 4608 |
Enables LLMs to perform high-performance code search and analysis across multip…
|
B 74 5⁄4 | ||||||||
| 4609 |
A server that integrates with AI-powered code editors to provide immediate answ…
|
B 74 5⁄5 | ||||||||
| 4610 |
PubCrawl provides LLMs with access to PubMed, FDA/UK drug labeling, and Clinica…
|
B 74 5⁄5 | ||||||||
| 4611 |
AI image generation and editing with Google Gemini. Structured JSON editing.
|
B 74 4⁄4 | ||||||||
| 4612 |
AI-controlled hardware: GPIO, robotics, sensors, cameras, mesh networking for I…
|
B 74 5⁄4 | ||||||||
| 4613 |
A composition-focused server built on music21 for generative music workflows, e…
|
B 74 5⁄5 | ||||||||
| 4614 |
Enables LLMs to interact with MediaWiki installations as a bot user, supporting…
|
B 74 5⁄5 | ||||||||
| 4615 |
Bridgecontext
Claim
BridgeContext is a productivity tool designed to capture and transfer conversat…
|
B 74 5⁄4 | ||||||||
| 4616 |
Connects Claude to Todoist to intelligently parse meeting notes into actionable…
|
B 74 5⁄5 | ||||||||
| 4617 |
Enables Claude Desktop to read terminal command output by capturing commands pr…
|
B 74 5⁄4 | ||||||||
| 4618 |
Provides access to Fantasy NBA Israel League statistics including team rankings…
|
B 74 5⁄5 | ||||||||
| 4619 |
Enables AI systems like Claude and Cursor to directly manage Railway projects, …
|
B 74 5⁄5 | ||||||||
| 4620 |
MCP server exposing Umami analytics (Cloud + self-hosted)
|
B 74 5⁄4 | ||||||||
| 4621 |
Enables AI assistants to automatically manage Apifox API documentation by impor…
|
B 74 5⁄5 | ||||||||
| 4622 |
A TypeScript-based bridge between AI models and Android device functionality, e…
|
B 74 5⁄5 | ||||||||
| 4623 |
plurk-mcp
Claim
A secure Model Context Protocol server for interacting with Plurk, allowing age…
|
B 74 5⁄5 | ||||||||
| 4624 |
Enables project management and repository operations on GitLab through the GitL…
|
B 74 5⁄5 | ||||||||
| 4625 |
An MCP server that integrates Claude with Anki flashcards, allowing users to re…
|
B 74 5⁄5 | ||||||||
| 4626 |
Provides access to step-by-step drawing tutorials from easydrawingguides.com, e…
|
B 74 5⁄5 | ||||||||
| 4627 |
Provides intelligent recommendations for MCP servers based on development needs…
|
B 74 5⁄5 | ||||||||
| 4628 |
MITRE ATT&CK
Claim
MCP server exposing the MITRE ATT&CK framework via the official MCP Python SDK.
|
B 74 5⁄4 | ||||||||
| 4629 |
Generate high-quality text-to-speech and text-to-voice outputs using the [DAISY…
|
B 74 5⁄4 | ||||||||
| 4630 |
MCP server for managing Claude Code conversation sessions
|
B 74 5⁄4 | ||||||||
| 4631 |
A server that analyzes website performance using Playwright and Lighthouse, all…
|
B 74 5⁄4 | ||||||||
| 4632 |
A NestJS module for building Model Context Protocol (MCP) servers using decorat…
|
B 74 5⁄5 | ||||||||
| 4633 |
A line-oriented text file editor. Optimized for LLM tools with efficient partia…
|
B 74 5⁄4 | ||||||||
| 4634 |
Enables direct file system access to Obsidian vaults with auto-discovery, full-…
|
B 74 5⁄4 | ||||||||
| 4635 |
Secret and credential management MCP — securely store, retrieve, manage API key…
|
B 74 5⁄4 | ||||||||
| 4636 |
Enables AI agents to create and manage node graphs and projects for Genshin Imp…
|
B 74 5⁄5 | ||||||||
| 4637 |
Task Manager MCP Server
Claim
Enables task management through natural language with full CRUD operations incl…
|
B 74 5⁄4 | ||||||||
| 4638 |
A Model Context Protocol server that allows large language models to control an…
|
B 74 5⁄5 | ||||||||
| 4639 |
Enables debugging and automation of native Electron applications on macOS throu…
|
B 74 5⁄4 | ||||||||
| 4640 |
MCP server for profiling Java applications via JDK utilities (jcmd, jfr, jps). …
|
B 74 5⁄4 | ||||||||
| 4641 |
Connects AI coding assistants to the Jules API for autonomous coding sessions. …
|
B 74 5⁄5 | ||||||||
| 4642 |
A Node.js implementation of the Kagi Model Context Protocol server that enables…
|
B 74 5⁄5 | ||||||||
| 4643 |
Enables AI agents to search DuckDuckGo and fetch web content with human-assiste…
|
B 74 5⁄4 | ||||||||
| 4644 |
A Model Context Protocol server that provides AI agents with tools to retrieve …
|
B 74 5⁄4 | ||||||||
| 4645 |
A minimal Model Context Protocol server demonstrating basic MCP capabilities wi…
|
B 74 5⁄4 | ||||||||
| 4646 |
A Model Context Protocol server that provides a standardized interface for inte…
|
B 74 5⁄5 | ||||||||
| 4647 |
Allows the use of Kagi's API for web searching and content enrichment through m…
|
B 74 5⁄5 | ||||||||
| 4648 |
Interactive MCP
Claim
Enables AI assistants to request user input through interactive popups in VS Co…
|
B 74 5⁄4 | ||||||||
| 4649 |
A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants…
|
B 74 5⁄5 | ||||||||
| 4650 |
Provides access to pdfdancer documentation through search and content retrieval…
|
B 74 5⁄5 | ||||||||