MCP Server Quality Scores
Independent quality analysis of 43634 public MCP servers
Last updated 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35451 |
Industrial vacuum configurator: 150+ products, 24 sectors, ATEX certifications,…
|
— | ||||||||
| 35452 |
ICF MCP Server
Claim
Enables lookup, search, browsing, and explanation of WHO's International Classi…
|
— | ||||||||
| 35453 |
powerbi-mcp
Claim
MCP server for Power BI — local PBIX file analysis, cloud API operations, repor…
|
— | ||||||||
| 35454 |
Cloudflare Workers MCP server: interactive-api-playground
|
— | ||||||||
| 35455 |
temp-notes
Claim
Capture quick notes in a single workspace. Read, write, and append ideas effort…
|
— | ||||||||
| 35456 |
krx-cli
Claim
Enables AI agents to query real-time and historical Korean stock market data fr…
|
— | ||||||||
| 35457 |
SendLayer MCP Server
Claim
Enables sending emails and managing webhooks through the SendLayer API. Support…
|
— | ||||||||
| 35458 |
database-admin
Claim
Database admin MCP: schema inspection, query optimization for PostgreSQL and My…
|
— | ||||||||
| 35459 |
mdnlookup
Claim
Enables searching and summarizing MDN Web Docs documentation directly from MCP-…
|
— | ||||||||
| 35460 |
smart-webfetch-mcp
Claim
Context-aware web fetching for LLMs, providing 7 tools to check page size, fetc…
|
— | ||||||||
| 35461 |
MongoDB MCP Server
Claim
A Model Context Protocol server that enables Claude to interact with MongoDB da…
|
— | ||||||||
| 35462 |
archy
Claim
Architectural sensor for Python codebases.
|
— | ||||||||
| 35463 |
schemadriftgate-mcp
Claim
Paid remote MCP for schema drift checks, approvals, receipts, and release audit…
|
— | ||||||||
| 35464 |
testcase-generator-mcp
Claim
基于Model Context Protocol (MCP) 的测试用例生成服务,让AI助手根据上下文自动生成Markdown格式的测试用例,并可导出为Xmi…
|
— | ||||||||
| 35465 |
An MCP server that provides comprehensive monitoring and management capabilitie…
|
— | ||||||||
| 35466 |
MCP server for the Codabench REST API — drives a full ML-benchmark participant …
|
— | ||||||||
| 35467 |
MCP-timeserver
Claim
A simple MCP server that exposes datetime information to agentic systems and ch…
|
— | ||||||||
| 35468 |
Google Workspace MCP
Claim
Enables interaction with Google Workspace services (Gmail, Calendar, Drive, Doc…
|
— | ||||||||
| 35469 |
A real security scanning MCP server for medical information systems, supporting…
|
— | ||||||||
| 35470 |
Ligolo-ng MCP Server
Claim
This MCP server enables AI assistants to control Ligolo-ng operations on a remo…
|
— | ||||||||
| 35471 |
events-mcp
Claim
Discover tech events, startup meetups, AI events across 8 cities — including hi…
|
— | ||||||||
| 35472 |
claudex
Claim
Persistent memory + FTS5 full-text search for Claude Code conversation history.…
|
— | ||||||||
| 35473 |
SecureAudit-MCP
Claim
Model Context Protocol (MCP) server for static C/C++ memory-safety scanning and…
|
— | ||||||||
| 35474 |
Conductor Relay MCP
Claim
Hosted MCP for Conductor Relay: a verifier-backed agent work exchange and cold …
|
— | ||||||||
| 35475 |
superpowers-chrome
Claim
Enables direct browser control via Chrome DevTools Protocol, supporting navigat…
|
— | ||||||||
| 35476 |
figma-to-markdown-mcp
Claim
Converts Figma to Markdown. Strips out visual noise to drastically reduce LLM t…
|
— | ||||||||
| 35477 |
fffinstill
Claim
MCP server for fffinstill — A Research Lab for Your Investment Ideas
|
— | ||||||||
| 35478 |
An MCP server that enables Claude Code to access Auth0-protected APIs by handli…
|
— | ||||||||
| 35479 |
mcp-paprika
Claim
MCP server for Paprika recipe manager enabling search, CRUD operations, grocery…
|
— | ||||||||
| 35480 |
cosync-local
Claim
Local encryption and project setup plugin for CoSync. Keys never leave your mac…
|
— | ||||||||
| 35481 |
godot-mcp
Claim
Enables AI assistants to interact with the Godot game engine, including launchi…
|
— | ||||||||
| 35482 |
outbox
Claim
Multi-channel messaging MCP server for Slack, Telegram, Email, KakaoTalk, and D…
|
— | ||||||||
| 35483 |
Gerrit MCP Server
Claim
An MCP server that enables language models to query and manage Gerrit code revi…
|
— | ||||||||
| 35484 |
mcp
Claim
Search websites by source code, technology stack, analyze domains, and download…
|
— | ||||||||
| 35485 |
A2CR
Claim
Save WorkBaton checkpoints and WorkStash notes for AI agent handoffs.
|
— | ||||||||
| 35486 |
dext
Claim
Dext - Modern Full Stack Framework for Delphi
|
— | ||||||||
| 35487 |
forgepoint-signal
Claim
|
— | ||||||||
| 35488 |
Enables collaboration with multiple AI providers (Claude, GPT-4, Gemini, Ollama…
|
— | ||||||||
| 35489 |
onebusaway-mcp-server
Claim
Real-time transit stops, routes, arrivals, vehicle positions, and schedules via…
|
— | ||||||||
| 35490 |
lemonado-mcp
Claim
|
— | ||||||||
| 35491 |
mcp-server
Claim
An MCP server that provides weather and time tools, enabling users to get curre…
|
— | ||||||||
| 35492 |
MediaCrawler MCP Server
Claim
MCP server for crawling social media platforms (e.g., Bilibili) by keywords, vi…
|
— | ||||||||
| 35493 |
remote-ssh-mcp
Claim
Enables persistent SSH sessions and SFTP file transfers with native GUI credent…
|
— | ||||||||
| 35494 |
Morocco Open Data MCP
Claim
Provides unified access to Moroccan government data, financial markets, geograp…
|
— | ||||||||
| 35495 |
metamodel
Claim
AI-callable calculators and engineering models with real formulas. No hallucina…
|
— | ||||||||
| 35496 |
mcp_arena
Claim
A production-ready Python library for building MCP servers with agent orchestra…
|
— | ||||||||
| 35497 |
tartarus-mcp
Claim
A local-first MCP memory server providing persistent, searchable memory for AI …
|
— | ||||||||
| 35498 |
DEX swap quote API for AI agents. Best swap quotes across Uniswap V2/V3, SushiS…
|
— | ||||||||
| 35499 |
enola
Claim
enola - MCP Architectural Snapshot Server and Knowledge Graph
|
— | ||||||||
| 35500 |
Provides a standardized interface for interacting with Coda's tools and service…
|
— | ||||||||