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 | ||||||||||
| 1101 |
Enables AI models to interact with Harbor container registries to manage projec…
|
B 81 5⁄5 | ||||||||
| 1102 |
Enables interaction with the Scryfall API, allowing users to search for Magic: …
|
B 81 5⁄5 | ||||||||
| 1103 |
MCP server for web inspection, design system extraction, and accessibility audi…
|
B 81 4⁄4 | ||||||||
| 1104 |
Integrates Honeybadger error tracking with Cursor IDE, allowing developers to f…
|
B 81 5⁄5 | ||||||||
| 1105 |
Record any browser page as GIF or video via MCP
|
B 81 4⁄4 | ||||||||
| 1106 |
Toleno Network MCP Server — Manage your Toleno mining account with Claude AI us…
|
B 81 5⁄5 | ||||||||
| 1107 |
Production-ready MCP server for Method CRM API integration with 20 comprehensiv…
|
B 81 5⁄5 | ||||||||
| 1108 |
A Model Context Protocol implementation that enables AI assistants to interact …
|
B 81 5⁄4 | ||||||||
| 1109 |
MCP server for Jira integration with stdio transport. Enables reading, writing,…
|
B 81 5⁄5 | ||||||||
| 1110 |
Second Brain MCP Server
Claim
Captures and organizes structured markdown notes from Claude Code sessions with…
|
B 81 5⁄4 | ||||||||
| 1111 |
foodblock-mcp
Claim
Food data tools for any AI agent. Describe food in English, get structured data…
|
B 81 5⁄4 | ||||||||
| 1112 |
Connects AI assistants to SkySpark and Haxall building automation systems by dy…
|
B 81 5⁄5 | ||||||||
| 1113 |
MCP server for orchestrating parallel Claude Code worker swarms with protocol-b…
|
B 81 5⁄5 | ||||||||
| 1114 |
A Nano Banana MCP server, which you can integrate to cursor/claude code and any…
|
B 81 5⁄5 | ||||||||
| 1115 |
Crawl and analyse websites for SEO errors using Crawlee with SQLite storage
|
B 81 5⁄5 | ||||||||
| 1116 |
Review markdown plans before AI agents build. Annotate, gate-check, apply fixes…
|
B 81 4⁄4 | ||||||||
| 1117 |
filesystem-mcp
Claim
A TypeScript-based MCP server that implements a simple notes system, allowing u…
|
B 81 5⁄5 | ||||||||
| 1118 |
IBM Z mainframe MCP server - Key Protect HSM & z/OS
|
B 81 5⁄4 | ||||||||
| 1119 |
Scheduled scans across all Binance spot and perpetual pairs using CEL rules (RS…
|
B 81 5⁄5 | ||||||||
| 1120 |
Enables execution of arbitrary CLI tools and shell scripts by defining them in …
|
B 81 5⁄4 | ||||||||
| 1121 |
Provides security scanning capabilities through Snyk CLI tools and REST API, en…
|
B 81 5⁄5 | ||||||||
| 1122 |
moltdj
Claim
AI music and podcast platform for autonomous agents. SoundCloud for AI bots.
|
B 81 6⁄6 | ||||||||
| 1123 |
qiita-mcp-server
Claim
Publish articles to Qiita via MCP tools. Minimal, fast, and focused on Qiita au…
|
B 81 6⁄4 | ||||||||
| 1124 |
A high-performance, persistent memory system for the Model Context Protocol (MC…
|
B 81 5⁄5 | ||||||||
| 1125 |
Joplin MCP Server
|
B 81 5⁄5 | ||||||||
| 1126 |
A lightweight MCP server bridging AI agents to Google's Gemini AI via official …
|
B 81 5⁄5 | ||||||||
| 1127 |
Bridge to multiple LLMs and CLI agents: councils, debates, voting, and more
|
B 81 5⁄4 | ||||||||
| 1128 |
An MCP server for managing standalone Cisco C-Series rack servers through the C…
|
B 81 5⁄5 | ||||||||
| 1129 |
Enables AI applications to write and execute natural language queries on organi…
|
B 81 6⁄4 | ||||||||
| 1130 |
Huawei AppGallery Connect MCP: upload APK/AAB, update metadata, submit and mana…
|
B 81 4⁄4 | ||||||||
| 1131 |
MCP Excel Reader
Claim
Provides efficient handling of large Excel files through automatic chunking and…
|
B 81 5⁄5 | ||||||||
| 1132 |
Connects AI assistants to Tacit building digital twins to query buildings, equi…
|
B 81 5⁄4 | ||||||||
| 1133 |
|
B 81 5⁄4 | ||||||||
| 1134 |
Namibia legislation via MCP -- full-text search across statutes and provisions
|
B 81 6⁄6 | ||||||||
| 1135 |
MaxRefMCP
Claim
Provides a comprehensive reference tool for Max/MSP and Max4Live with Japanese …
|
B 81 6⁄6 | ||||||||
| 1136 |
Integrates Bruno CLI for API testing, enabling users to run API requests and co…
|
B 81 5⁄5 | ||||||||
| 1137 |
Enables access to Korean Bible translations from bskorea.or.kr, allowing users …
|
B 81 5⁄5 | ||||||||
| 1138 |
Generates family pedigree tree diagrams as PNG or SVG images using standard gen…
|
B 81 5⁄5 | ||||||||
| 1139 |
Interact with your Render resources via LLMs.
|
B 81 5⁄5 | ||||||||
| 1140 |
A Model Context Protocol (MCP) server for integrating with the SATIM payment ga…
|
B 81 5⁄5 | ||||||||
| 1141 |
Model Context Protocol (MCP) server for DeployHQ API integration
|
B 81 5⁄4 | ||||||||
| 1142 |
prompt-decorators
Claim
A standardized framework for enhancing how LLMs process and respond to prompts …
|
B 81 5⁄5 | ||||||||
| 1143 |
A lightweight messaging system that enables real-time communication between dif…
|
B 81 5⁄5 | ||||||||
| 1144 |
|
B 81 5⁄4 | ||||||||
| 1145 |
Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and i…
|
B 81 5⁄5 | ||||||||
| 1146 |
Interact with the Beans CLI issue tracker agentically
|
B 81 5⁄4 | ||||||||
| 1147 |
A lightweight MCP server that connects AI agents to a local Zotero library for …
|
B 81 5⁄5 | ||||||||
| 1148 |
MCP server for video/audio processing via FFmpeg - convert, compress, trim, ext…
|
B 81 5⁄5 | ||||||||
| 1149 |
Convert AI Skills (Claude Skills format) to MCP server resources - Part of BioC…
|
B 81 5⁄5 | ||||||||
| 1150 |
Work with Kagi *without* API access (you'll need to be a customer, tho). Search…
|
B 81 5⁄5 | ||||||||