MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20101 |
Security scanner for MCP server configurations. Detects secrets, CVEs, permissi…
|
B 77 3⁄3 | ||||||||
| 20102 |
CP server for Harbor Registry — projects, repositories, artifacts, storage repo…
|
B 77 3⁄3 | ||||||||
| 20103 |
Amazon catalog auditing tool. 13 quality checks for your listings.
|
B 77 3⁄3 | ||||||||
| 20104 |
Builds valid Google Analytics 4 API requests from plain parameters with automat…
|
B 77 3⁄3 | ||||||||
| 20105 |
TCG collectibles + AI agent intelligence. 35+ tools: Vision AI card grading (PS…
|
B 77 3⁄3 | ||||||||
| 20106 |
SSH automation MCP server that enables Claude and ChatGPT to execute
commands, …
|
B 77 3⁄3 | ||||||||
| 20107 |
compass
Claim
Compass is a context engine that builds a knowledge graph of your organization'…
|
B 77 3⁄3 | ||||||||
| 20108 |
Spatial DOM maps for AI agent browser navigation with anti-bot stealth.
|
B 77 3⁄3 | ||||||||
| 20109 | B 77 3⁄3 | |||||||||
| 20110 |
Enables Claude to directly create and publish posts on Velog through reverse-en…
|
B 77 3⁄3 | ||||||||
| 20111 |
Learning Hub
Claim
AI learning assistant for families. Manages game time rewards based on school g…
|
B 77 4⁄3 | ||||||||
| 20112 |
Living typed knowledge graph for software projects, exposed over MCP so coding …
|
B 77 3⁄3 | ||||||||
| 20113 |
Local AES-256-GCM vault for AI agents. Secrets stay local, LLMs never see real …
|
B 77 3⁄3 | ||||||||
| 20114 |
MCP server for remote debugging with gdbserver
|
B 77 3⁄3 | ||||||||
| 20115 |
400+ ServiceNow tools across all modules — ITSM, CMDB, HRSD, CSM, SecOps, and m…
|
B 77 4⁄3 | ||||||||
| 20116 |
A secure MCP server that wraps the Google Gemini CLI, allowing clients to query…
|
B 77 3⁄3 | ||||||||
| 20117 |
ijfw
Claim
One install. Shared memory, smart routing, disciplined workflow, multi-AI audit…
|
B 77 3⁄3 | ||||||||
| 20118 |
Full website health audit — SSL, DNS, DMARC/SPF/DKIM, performance, uptime, links
|
B 77 3⁄3 | ||||||||
| 20119 |
Prismer Cloud
|
B 77 3⁄3 | ||||||||
| 20120 |
Enables delegation of agentic sessions to Kubernetes-hosted Claude agents runni…
|
B 77 4⁄4 | ||||||||
| 20121 |
Provides comprehensive administrator-level control for Minecraft Java Edition s…
|
B 77 3⁄3 | ||||||||
| 20122 |
Contentful
Claim
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
|
B 77 4⁄4 | ||||||||
| 20123 |
Enables AI assistants to run, manage, and debug BSD/Illumos VMs through natural…
|
B 77 3⁄3 | ||||||||
| 20124 |
Server for Gmail integration in Claude Desktop with auto authentication support…
|
B 77 4⁄3 | ||||||||
| 20125 |
Enables deterministic multi-agent pipelines in VS Code and GitHub Copilot, with…
|
B 77 3⁄3 | ||||||||
| 20126 |
Medium CLI + 23-tool MCP server. Your IDE drafts replies. No API keys.
|
B 77 3⁄3 | ||||||||
| 20127 |
Provides access to Avanza's public API for real-time Swedish stock quotes, fund…
|
B 77 4⁄4 | ||||||||
| 20128 |
On-chain calculated crypto indicators (EMA, RSI, Bollinger Bands, Volatility) f…
|
B 77 3⁄3 | ||||||||
| 20129 |
srefix-diagnosis
Claim
A toolkit of 256 MCP servers for SRE incident diagnosis with Claude. One agent …
|
B 77 3⁄3 | ||||||||
| 20130 |
MCP server providing AI assistants with full control of Neovim instances via ms…
|
B 77 3⁄3 | ||||||||
| 20131 |
midnight-mcp
Claim
MCP server that gives AI assistants access to Midnight blockchain—search contra…
|
B 77 4⁄3 | ||||||||
| 20132 |
Local MCP server for iOS Simulator and macOS app automation with a native Swift…
|
B 77 4⁄3 | ||||||||
| 20133 |
MCP server exposing sqlite3 library functionality
|
B 77 3⁄3 | ||||||||
| 20134 |
High-performance MCP server for integrating ClickUp with AI applications, featu…
|
B 77 4⁄4 | ||||||||
| 20135 |
Enables autonomous web automation through Playwright browser control integrated…
|
B 77 3⁄3 | ||||||||
| 20136 |
|
B 77 4⁄3 | ||||||||
| 20137 |
Search, request, and manage e-signature contracts effortlessly with [BoldSign](…
|
B 77 4⁄4 | ||||||||
| 20138 |
Converts PDF files to Markdown with optional image extraction using docling, de…
|
B 77 3⁄3 | ||||||||
| 20139 |
MCP server for the Registry Broker. Discover, register, and chat with AI agents…
|
B 77 4⁄3 | ||||||||
| 20140 |
Catch MCP server issues before your agents do.
|
B 77 4⁄3 | ||||||||
| 20141 |
sofos-code
Claim
AI coding agent for your terminal, implemented in pure Rust
|
B 77 4⁄3 | ||||||||
| 20142 |
Context engineering MCP server — generates CLAUDE.md files via structured codeb…
|
B 77 3⁄3 | ||||||||
| 20143 |
Financial data for AI agents: SEC filings, price history, insider trades, and m…
|
B 77 3⁄3 | ||||||||
| 20144 |
Search 41K+ nonprofits, get impact data, submit enrichments, donate USDC via x4…
|
B 77 3⁄3 | ||||||||
| 20145 |
|
B 77 3⁄3 | ||||||||
| 20146 |
Reclaim.ai calendar integration with 40 tools for tasks, habits, focus time, sc…
|
B 77 4⁄3 | ||||||||
| 20147 |
Enables AI systems to securely interact with self-hosted Bitbucket repositories…
|
B 77 4⁄3 | ||||||||
| 20148 |
pituitary
Claim
Catch spec drift before it catches you. Detect overlap, stale docs, and code dr…
|
B 77 3⁄3 | ||||||||
| 20149 |
Developer logbook MCP server. Notes, TODOs, standups, decisions, debug sessions…
|
B 77 3⁄3 | ||||||||
| 20150 |
Umbrella package for SciTeX — reproducible science from raw data to manuscript
|
B 77 3⁄3 | ||||||||
