MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 851 |
An MCP server for reviewing markdown plans before AI agents implement them. Ena…
|
B 81 4⁄4 | ||||||||
| 852 |
Integrates Honeybadger error tracking with Cursor IDE, allowing developers to f…
|
B 81 5⁄5 | ||||||||
| 853 |
Moroccan legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 854 |
MCP Server to interact with Flutterwave APIs.
|
B 81 5⁄4 | ||||||||
| 855 |
TypeScript template for building MCP servers with declarative tooling, observab…
|
B 81 5⁄4 | ||||||||
| 856 |
A dedicated MCP (Model Context Protocol) server for recording and organizing co…
|
B 81 5⁄5 | ||||||||
| 857 |
prompt-decorators
Claim
A standardized framework for enhancing how LLMs process and respond to prompts …
|
B 81 5⁄5 | ||||||||
| 858 |
Enables orchestration of multiple Jules AI workers for tasks like code generati…
|
B 81 5⁄5 | ||||||||
| 859 |
Git-native project memory for AI assistants with enterprise-grade audit complia…
|
B 81 5⁄4 | ||||||||
| 860 |
A semantic browser runtime for AI agents that replaces raw HTML with structured…
|
B 81 5⁄4 | ||||||||
| 861 |
iOS code quality analysis and test automation server. Provides comprehensive Xc…
|
B 81 5⁄4 | ||||||||
| 862 |
Work with Kagi *without* API access (you'll need to be a customer, tho). Search…
|
B 81 5⁄5 | ||||||||
| 863 |
Node.js-based MySQL database integration that provides secure MySQL database op…
|
B 81 5⁄4 | ||||||||
| 864 |
Enables coding assistants to access Perplexity AI for quick fact-checking and i…
|
B 81 5⁄5 | ||||||||
| 865 |
claude-code-emacs
Claim
This package provides seamless integration with Claude Code, allowing you to ru…
|
B 81 5⁄4 | ||||||||
| 866 |
Provides security scanning capabilities through Snyk CLI tools and REST API, en…
|
B 81 5⁄5 | ||||||||
| 867 |
AI-powered mobile device automation for Android and iOS devices, emulators, and…
|
B 81 5⁄5 | ||||||||
| 868 |
Academic paper search across 11 sources with AI curation, ranked push, Zotero a…
|
B 81 5⁄5 | ||||||||
| 869 |
Australian legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 870 |
Provides tools for analyzing project structures, searching through codebases, m…
|
B 81 5⁄4 | ||||||||
| 871 |
Enables AI assistants to interact with Obsidian vaults through file operations …
|
B 81 5⁄4 | ||||||||
| 872 |
Crawl and analyse websites for SEO errors using Crawlee with SQLite storage
|
B 81 5⁄5 | ||||||||
| 873 |
Querying network asset information by ZoomEye MCP Server
|
B 81 5⁄5 | ||||||||
| 874 |
Orchestrates parallel Claude Code worker swarms with protocol-based behavioral …
|
B 81 5⁄5 | ||||||||
| 875 |
Generates natural, fluent Chinese content that reads like human writing using t…
|
B 81 5⁄5 | ||||||||
| 876 |
Run any command with `run_command` and `run_script` tools.
|
B 81 5⁄4 | ||||||||
| 877 |
A Nano Banana MCP server, which you can integrate to cursor/claude code and any…
|
B 81 5⁄5 | ||||||||
| 878 |
Enables interaction with Woolworths Australia's online shopping platform throug…
|
B 81 5⁄5 | ||||||||
| 879 |
An integration that allows Claude Desktop to interact with Spotify using the Mo…
|
B 81 5⁄5 | ||||||||
| 880 |
Provides real-time Dutch railway (NS) travel information including train schedu…
|
B 81 5⁄5 | ||||||||
| 881 |
Compress prompts 40-60% using local LLM + embedding validation. Preserves all c…
|
B 81 5⁄5 | ||||||||
| 882 |
Enables AI agents to communicate with each other through Slack-like room-based …
|
B 81 5⁄4 | ||||||||
| 883 |
BoJ-server
Claim
Unified capability catalogue with formally verified cartridges, distributed com…
|
B 81 5⁄4 | ||||||||
| 884 |
Bidirectional MCP integration that allows Strands agents to both expose themsel…
|
B 81 5⁄5 | ||||||||
| 885 |
Tamper-evident audit trail MCP server for EU AI Act & GDPR compliance.
|
B 81 5⁄5 | ||||||||
| 886 |
A Model Context Protocol server that bridges LLMs (like Claude) with the Fitbit…
|
B 81 5⁄4 | ||||||||
| 887 |
Enables local AI image generation on Apple Silicon Macs using MLX and Stable Di…
|
B 81 5⁄4 | ||||||||
| 888 |
AI-optimized Vitest interface that provides structured test output, visual debu…
|
B 81 5⁄5 | ||||||||
| 889 |
An MCP server for web intelligence extraction that provides 55 tools for extrac…
|
B 81 4⁄4 | ||||||||
| 890 |
A memory layer for AI Agents
|
B 81 4⁄4 | ||||||||
| 891 |
Facilitates the creation of DecentSampler drum kit configurations, supporting W…
|
B 81 5⁄5 | ||||||||
| 892 |
Enables interaction with the Scryfall API, allowing users to search for Magic: …
|
B 81 5⁄5 | ||||||||
| 893 |
Integrates with Microsoft 365 Copilot APIs to enable retrieval of content from …
|
B 81 5⁄5 | ||||||||
| 894 |
GitHub Trending Service
Claim
Provides access to GitHub trending projects through MCP, allowing AI assistants…
|
B 81 6⁄6 | ||||||||
| 895 |
An MCP server for natural language inference
|
B 81 5⁄4 | ||||||||
| 896 |
A secure Model Context Protocol service that enables executing SQL Server queri…
|
B 81 5⁄5 | ||||||||
| 897 |
Enables AI-assisted creation, editing, and visualization of VibeTide 2D platfor…
|
B 81 5⁄5 | ||||||||
| 898 |
Time tracking integration with Toggl Track. Start/stop timers, manage time entr…
|
B 81 5⁄5 | ||||||||
| 899 |
Enables AI-powered SMS messaging through Twilio with automatic conversation thr…
|
B 81 5⁄5 | ||||||||
| 900 |
A lightweight messaging system that enables real-time communication between dif…
|
B 81 5⁄5 | ||||||||