MCP Server Quality Scores
Independent quality analysis of 59993 public MCP servers
Last updated 1 hour, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 801 |
An MCP server that provides AI with real-time screen monitoring capabilities an…
|
B 82 5⁄5 | ||||||||
| 802 |
Agent-native developer Q&A service providing MCP tooling and A2A runtime endpoi…
|
B 82 6⁄6 | ||||||||
| 803 |
An MCP server that enables secure execution of shell commands across Windows, m…
|
B 82 5⁄5 | ||||||||
| 804 |
Metropolitan Museum of Art Collection API integration to search and display art…
|
B 82 5⁄5 | ||||||||
| 805 |
An MCP server and Python toolkit that provides AI agents with real-time tools f…
|
B 82 4⁄4 | ||||||||
| 806 |
Search UK electronics products across retailers. Real-time prices, stock, and s…
|
B 82 5⁄4 | ||||||||
| 807 |
Vacation rental discovery, direct booking, and property protection for AI agent…
|
B 82 6⁄6 | ||||||||
| 808 |
Pakistani legislation via MCP — full-text search across statutes and provisions
|
B 82 5⁄4 | ||||||||
| 809 |
Arkova Verification
Claim
Privacy-first document verification anchored to the public ledger.
|
B 82 4⁄4 | ||||||||
| 810 |
Ivory Coast legislation via MCP -- full-text search across statutes and provisi…
|
B 82 6⁄6 | ||||||||
| 811 |
MCP Joplin Server
Claim
Enables AI clients to interact with Joplin notes through the Web Clipper API. S…
|
B 81 5⁄4 | ||||||||
| 812 |
A Model Context Protocol (MCP) server for Last.fm. Gives AI assistants access t…
|
B 81 5⁄4 | ||||||||
| 813 |
Enables AI assistants to publish, schedule, and manage social media posts acros…
|
B 81 5⁄5 | ||||||||
| 814 |
A powerful MCP tool that converts Markdown documents into beautiful knowledge c…
|
B 81 5⁄4 | ||||||||
| 815 |
Enables AI agents to discover, request access to, and query data products in Da…
|
B 81 5⁄4 | ||||||||
| 816 |
MCP server for bidirectional AI agent collaboration — 5 tools for spawning and …
|
B 81 4⁄4 | ||||||||
| 817 |
BoJ-server
Claim
Unified capability catalogue with formally verified cartridges, distributed com…
|
B 81 5⁄4 | ||||||||
| 818 |
Fixes DPI coordinate scaling for Windows desktop automation MCP servers.
|
B 81 5⁄4 | ||||||||
| 819 |
Create, read, validate, and save Stella system dynamics models (.stmx files in …
|
B 81 5⁄4 | ||||||||
| 820 |
Productivity framework for DevOps engineers using AI assistance (Claude Code) w…
|
B 81 5⁄4 | ||||||||
| 821 |
MCP server for Hebcal, enabling users to generate Jewish holiday lists, convert…
|
B 81 6⁄6 | ||||||||
| 822 |
Integrates MATLAB with AI to execute code, generate scripts from natural langua…
|
B 81 5⁄5 | ||||||||
| 823 |
Integrates Honeybadger error tracking with Cursor IDE, allowing developers to f…
|
B 81 5⁄5 | ||||||||
| 824 |
Enables AI assistants to interact with BigCommerce stores through comprehensive…
|
B 81 5⁄5 | ||||||||
| 825 |
Joplin MCP Server
|
B 81 5⁄5 | ||||||||
| 826 |
Generates natural, fluent Chinese content that reads like human writing using t…
|
B 81 5⁄5 | ||||||||
| 827 |
sayou
Claim
Persistent knowledge workspace for AI agents. Versioned files, search, and MCP …
|
B 81 5⁄5 | ||||||||
| 828 |
7-signal stablecoin risk scoring. 13 tools, 28+ tokens, SAFE/CAUTION/AVOID verd…
|
B 81 6⁄6 | ||||||||
| 829 |
A server that provides access to the tidymodels R ecosystem, enabling users to …
|
B 81 5⁄4 | ||||||||
| 830 |
supermcp
Claim
🚀 SuperMCP - Create multiple isolated MCP servers using a single connector. Bui…
|
B 81 5⁄4 | ||||||||
| 831 |
AI-optimized Vitest interface that provides structured test output, visual debu…
|
B 81 5⁄5 | ||||||||
| 832 |
moltdj
Claim
AI music and podcast platform for autonomous agents. SoundCloud for AI bots.
|
B 81 6⁄6 | ||||||||
| 833 |
GitHub Trending Service
Claim
Provides access to GitHub trending projects through MCP, allowing AI assistants…
|
B 81 6⁄6 | ||||||||
| 834 |
An MCP server for reliable iOS Simulator automation that enables agents to cont…
|
B 81 5⁄5 | ||||||||
| 835 |
Enables access to Korean Bible translations from bskorea.or.kr, allowing users …
|
B 81 5⁄5 | ||||||||
| 836 |
Enables management and invocation of AWS Bedrock managed prompts with support f…
|
B 81 5⁄5 | ||||||||
| 837 |
Real-time cost awareness for MCP agent workflows
|
B 81 4⁄4 | ||||||||
| 838 |
A dynamic Azure DevOps MCP server that automatically switches authentication co…
|
B 81 5⁄5 | ||||||||
| 839 |
Enables AI assistants to capture screenshots from the OCP CAD Viewer, allowing …
|
B 81 5⁄4 | ||||||||
| 840 |
Provides tools for analyzing project structures, searching through codebases, m…
|
B 81 5⁄4 | ||||||||
| 841 |
A lightweight messaging system that enables real-time communication between dif…
|
B 81 5⁄5 | ||||||||
| 842 |
Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and i…
|
B 81 5⁄5 | ||||||||
| 843 |
Querying network asset information by ZoomEye MCP Server
|
B 81 5⁄5 | ||||||||
| 844 |
Enables AI assistants to analyze, filter, and capture network traffic using Wir…
|
B 81 5⁄5 | ||||||||
| 845 |
Provides integration with Apache Airflow's REST API, allowing AI assistants to …
|
B 81 5⁄5 | ||||||||
| 846 |
A specialized Model Context Protocol server that enables AI systems to generate…
|
B 81 5⁄5 | ||||||||
| 847 |
copilot-memory-store
Claim
Enables AI tools like GitHub Copilot to manage and persist context using a loca…
|
B 81 5⁄4 | ||||||||
| 848 |
An MCP server for RollDev and Magento 2 development environments that enables L…
|
B 81 5⁄5 | ||||||||
| 849 |
Enables interaction with a running Clojure nREPL instance for evaluating Clojur…
|
B 81 5⁄5 | ||||||||
| 850 |
Filters and blocks specific tools from upstream MCP servers using regex pattern…
|
B 81 5⁄5 | ||||||||