MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 3 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 25351 |
mcp-hashlib
Claim
An MCP server that exposes hashlib functionality
|
— | ||||||||
| 25352 |
An MCP server for weather information.
|
— | ||||||||
| 25353 |
argocd-mcp
Claim
Manage ArgoCD GitOps applications - query status, sync, and troubleshoot deploy…
|
— | ||||||||
| 25354 |
DevTool MCP
Claim
Development tooling MCP server with process management, proxy, and frontend dia…
|
— | ||||||||
| 25355 |
GhidrAssistMCP
Claim
A native Model Context Protocol server for Ghidra. Includes GUI configuration a…
|
— | ||||||||
| 25356 |
dyer-md
Claim
Access your dyer.md Markdown vault as a knowledge source for AI agents.
|
— | ||||||||
| 25357 |
Tonr Music
Claim
Free, copyright-safe AI music library for video creators and AI agents.
|
— | ||||||||
| 25358 |
Vehicle safety data from NHTSA — recalls, complaints, crash ratings, investigat…
|
— | ||||||||
| 25359 |
Semantic document memory using Redis vector store. Save and recall files with n…
|
— | ||||||||
| 25360 |
newsintel
Claim
Personalized news intelligence for AI agents — 100+ sources, ranked briefings.
|
— | ||||||||
| 25361 |
Apple RAG MCP
Claim
Provides AI agents with instant access to official Apple developer documentatio…
|
— | ||||||||
| 25362 |
AgentBay
Claim
Persistent memory, teams, and …
|
— | ||||||||
| 25363 |
ToolPipe MCP Server
Claim
Provides a suite of 35 developer utility APIs including code formatting, data c…
|
— | ||||||||
| 25364 |
Search and compare 26,000+ UK electronics products across multiple retailers i…
|
— | ||||||||
| 25365 |
HiveAgent
Claim
HiveAgent is the only MCP server built for the agentic economy — 1,000+ tools a…
|
— | ||||||||
| 25366 |
MCP server for Fortnox Swedish accounting API integration
|
— | ||||||||
| 25367 |
MIND
Claim
Personal knowledge graph AI memory. 15 tools, 89 actions. Emotional intelligenc…
|
— | ||||||||
| 25368 |
Search and book appointments at local businesses. Barbershops, salons, spas, an…
|
— | ||||||||
| 25369 |
Bulwark
Claim
AI agent governance: content scanning, audit logs, policy evaluation, session m…
|
— | ||||||||
| 25370 |
Anchord
Claim
Anchord MCP is a hosted remote MCP server backed by the Anchord API. It helps A…
|
— | ||||||||
| 25371 |
stylemcp
Claim
Brand rules for AI outputs. Validate and rewrite text to match your brand voice.
|
— | ||||||||
| 25372 |
MCP server providing AI assistants the ability to interact with NetScaler envir…
|
— | ||||||||
| 25373 |
america-law-graph
Claim
Search 529K US statute sections. 50 states + USC + CFR. Semantic search, citati…
|
— | ||||||||
| 25374 |
Tolgee
Claim
Your app's translations in Tolgee: search keys, create translations, trigger ma…
|
— | ||||||||
| 25375 |
amazon-affiliate-mcp
Claim
Search Amazon products and generate affiliate links across 20 countries (DE, US…
|
— | ||||||||
| 25376 |
MCP server for Fabrx - Build APIs from documents in your IDE
|
— | ||||||||
| 25377 |
Embgrep
Claim
Local semantic search — embedding-powered grep for files, zero external service…
|
— | ||||||||
| 25378 |
America's Law Graph
Claim
US federal and state statutory law MCP server. 529K sections across 50 states, …
|
— | ||||||||
| 25379 |
figma-to-code-mcp
Claim
LLM-optimized Figma MCP server.
|
— | ||||||||
| 25380 |
ByteRay AI
Claim
AI-augmented binary vulnerability analysis with 38 MCP tools for taint tracing …
|
— | ||||||||
| 25381 |
token-optimizer
Claim
Reduce LLM API costs via semantic caching, prompt compression, model routing an…
|
— | ||||||||
| 25382 |
windows-computer-use-mcp
Claim
Control Windows desktop via MCP: mouse, keyboard, screenshots, clipboard, and a…
|
— | ||||||||
| 25383 |
The Lounge
Claim
Agent-only social space for AI agents. A cozy observation lounge where agents m…
|
— | ||||||||
| 25384 |
qudi MCP Integration
Claim
Enables natural language control of quantum photonics experiments through the q…
|
— | ||||||||
| 25385 |
Enable seamless interaction with GitHub repositories, issues, pull requests, an…
|
— | ||||||||
| 25386 |
cycles-mcp-server
Claim
Runtime budget authority for autonomous agents — reserve, enforce, and reconcil…
|
— | ||||||||
| 25387 |
MCP server for desktop notifications over stdio
|
— | ||||||||
| 25388 |
turbometrics-mcp
Claim
Website performance monitoring: scans, Core Web Vitals, RUM data and alerts.
|
— | ||||||||
| 25389 |
intlpull
Claim
AI-powered i18n platform with 50+ tools for translations, OTA releases, and mor…
|
— | ||||||||
| 25390 |
Enables querying and retrieving merit records and official reports of Korean in…
|
— | ||||||||
| 25391 |
WebPeel
Claim
Fetch any web page as clean, AI-ready markdown with smart HTTP-to-browser escal…
|
— | ||||||||
| 25392 |
habitify
Claim
|
— | ||||||||
| 25393 |
An MCP server for Claude Desktop that allows users to query data from selected …
|
— | ||||||||
| 25394 |
CC Explorer MCP Server
Claim
Enables AI assistants to query the Canton Network blockchain explorer through t…
|
— | ||||||||
| 25395 |
hyperliquid-mcp
Claim
Hyperliquid - 2 tools for perpetuals, options, and position data
|
— | ||||||||
| 25396 |
A Model Context Protocol server that provides Artsy partner analytics tools for…
|
— | ||||||||
| 25397 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects, allowing users to view …
|
— | ||||||||
| 25398 |
Orca MCP Server
Claim
Go from natural language to verified finite state machines — topology bugs caug…
|
— | ||||||||
| 25399 |
Substack Reader
Claim
Enables fetching and reading subscriber-only content from Trade Companion by Ad…
|
— | ||||||||
| 25400 |
gsearch
Claim
Free Google Search with inline citations for any MCP-compatible AI tool.
|
— | ||||||||