MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1051 |
Tamper-evident audit trail MCP server for EU AI Act & GDPR compliance.
|
B 81 5⁄5 | ||||||||
| 1052 |
The most comprehensive ServiceNow MCP server. 17 tools for full CRUD, CMDB grap…
|
B 81 5⁄4 | ||||||||
| 1053 |
Enables comprehensive file operations including reading, writing, searching, an…
|
B 81 5⁄5 | ||||||||
| 1054 |
Review markdown plans before AI agents build. Annotate, gate-check, apply fixes…
|
B 81 4⁄4 | ||||||||
| 1055 |
MCP server for video/audio processing via FFmpeg - convert, compress, trim, ext…
|
B 81 5⁄5 | ||||||||
| 1056 |
MCP server for web inspection, design system extraction, and accessibility audi…
|
B 81 4⁄4 | ||||||||
| 1057 |
Integrates Honeybadger error tracking with Cursor IDE, allowing developers to f…
|
B 81 5⁄5 | ||||||||
| 1058 |
Convert AI Skills (Claude Skills format) to MCP server resources - Part of BioC…
|
B 81 5⁄5 | ||||||||
| 1059 |
An MCP server for managing standalone Cisco C-Series rack servers through the C…
|
B 81 5⁄5 | ||||||||
| 1060 |
Bridge to multiple LLMs and CLI agents: councils, debates, voting, and more
|
B 81 5⁄4 | ||||||||
| 1061 |
MCP server for Jira integration with stdio transport. Enables reading, writing,…
|
B 81 5⁄5 | ||||||||
| 1062 |
Provides an enterprise-grade Model Context Protocol implementation with advance…
|
B 81 5⁄5 | ||||||||
| 1063 |
Analyzes genealogy trees to detect errors, duplicates, and timeline inconsisten…
|
B 81 5⁄4 | ||||||||
| 1064 |
filesystem-mcp
Claim
A TypeScript-based MCP server that implements a simple notes system, allowing u…
|
B 81 5⁄5 | ||||||||
| 1065 |
Enables execution of arbitrary CLI tools and shell scripts by defining them in …
|
B 81 5⁄4 | ||||||||
| 1066 |
An unofficial and community-built MCP server for integrating with https://railw…
|
B 81 5⁄4 | ||||||||
| 1067 |
Enables AI assistants to interact with Obsidian vaults through file operations …
|
B 81 5⁄4 | ||||||||
| 1068 |
|
B 81 5⁄4 | ||||||||
| 1069 |
Bidirectional MCP integration that allows Strands agents to both expose themsel…
|
B 81 5⁄5 | ||||||||
| 1070 |
An enhanced Model Context Protocol server that enables Claude to interact with …
|
B 81 5⁄5 | ||||||||
| 1071 |
|
B 81 5⁄4 | ||||||||
| 1072 |
MoltLlama
Claim
Real-time DeFi data for AI agents. Provides yields, TVL, prices, DEX volumes, f…
|
B 81 6⁄6 | ||||||||
| 1073 |
Connects AI assistants to SkySpark and Haxall building automation systems by dy…
|
B 81 5⁄5 | ||||||||
| 1074 |
A Model Context Protocol (MCP) server for integrating with the SATIM payment ga…
|
B 81 5⁄5 | ||||||||
| 1075 |
Enables access to Korean Bible translations from bskorea.or.kr, allowing users …
|
B 81 5⁄5 | ||||||||
| 1076 |
Generates family pedigree tree diagrams as PNG or SVG images using standard gen…
|
B 81 5⁄5 | ||||||||
| 1077 |
Provides LLM-optimized filesystem access with intelligent file pagination for l…
|
B 81 5⁄4 | ||||||||
| 1078 |
Joplin MCP Server
|
B 81 5⁄5 | ||||||||
| 1079 |
iOS code quality analysis and test automation server. Provides comprehensive Xc…
|
B 81 5⁄4 | ||||||||
| 1080 |
Enables local AI image generation on Apple Silicon Macs using MLX and Stable Di…
|
B 81 5⁄4 | ||||||||
| 1081 |
MCP server for bidirectional AI agent collaboration — 5 tools for spawning and …
|
B 81 4⁄4 | ||||||||
| 1082 |
Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and i…
|
B 81 5⁄5 | ||||||||
| 1083 |
A high-performance, persistent memory system for the Model Context Protocol (MC…
|
B 81 5⁄5 | ||||||||
| 1084 |
Crawl and analyse websites for SEO errors using Crawlee with SQLite storage
|
B 81 5⁄5 | ||||||||
| 1085 |
A Model Context Protocol (MCP) server to interact with your SilverBullet notes …
|
B 81 5⁄5 | ||||||||
| 1086 |
This is a TypeScript-based MCP server that provides database interaction capabi…
|
B 81 5⁄4 | ||||||||
| 1087 |
Route EVM transactions to browser wallets (MetaMask, etc.) for signing via EIP-…
|
B 81 5⁄4 | ||||||||
| 1088 |
Model Context Protocol (MCP) server for the Zotero API, in Python
|
B 81 5⁄5 | ||||||||
| 1089 |
A memory layer for AI Agents
|
B 81 4⁄4 | ||||||||
| 1090 |
An MCP (Model Context Protocol) server that provides Google search capabilities…
|
B 81 5⁄5 | ||||||||
| 1091 |
Provides authoritative astronomical data including moon phases, solar eclipses,…
|
B 81 6⁄6 | ||||||||
| 1092 |
A proof of concept MCP server for Apache OFBiz
|
B 81 5⁄4 | ||||||||
| 1093 |
Luno MCP Server
Claim
Luno MCP Server
|
B 81 5⁄5 | ||||||||
| 1094 |
Universal CPU profiler designed for humans and AI agents
|
B 81 5⁄4 | ||||||||
| 1095 |
Use GitHub Gists to manage and access your personal knowledge, daily notes, and…
|
B 81 5⁄4 | ||||||||
| 1096 |
AI-optimized Vitest interface that provides structured test output, visual debu…
|
B 81 5⁄5 | ||||||||
| 1097 |
Work with Kagi *without* API access (you'll need to be a customer, tho). Search…
|
B 81 5⁄5 | ||||||||
| 1098 |
claude-tools-mcp
Claim
MCP server that exposes Claude Code's file and shell tools (bash, read, write, …
|
B 81 5⁄4 | ||||||||
| 1099 |
MCP Greetings Server
Claim
Enables AI assistants to greet users in 7 different languages including English…
|
B 81 5⁄5 | ||||||||
| 1100 |
Create AI surveys with dynamic follow-up probing directly from your AI assistan…
|
B 81 6⁄6 | ||||||||