MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 3 hours, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39251 |
metadome-link
Claim
Enables querying of per-residue missense tolerance, Pfam domain annotations, an…
|
— | ||||||||
| 39252 |
Enables secure MCP server functionality with Clerk authentication and user-spec…
|
— | ||||||||
| 39253 |
cygnus-ssh-mcp
Claim
Enables AI assistants to manage remote servers via SSH with 43 specialized tool…
|
— | ||||||||
| 39254 |
Catalunya Open Data MCP
Claim
Enables discovering, describing, and querying public datasets from Catalunya, i…
|
— | ||||||||
| 39255 |
knowledge
Claim
Sourced, task-level facts on how AI changes jobs, for agents answering 'what sh…
|
— | ||||||||
| 39256 |
Stock Market MCP Server
Claim
Provides stock market data and analysis tools using the Finnhub API, including …
|
— | ||||||||
| 39257 |
cli2mcp
Claim
Enables AI assistants to call any CLI tool by scanning its help output and serv…
|
— | ||||||||
| 39258 |
azdo-onprem-mcp
Claim
Minimal MCP server for self-hosted Azure DevOps Server (on-premises). Enables i…
|
— | ||||||||
| 39259 |
PostgreSQL MCP Server
Claim
Enables AI assistants to interact with PostgreSQL databases through MCP, suppor…
|
— | ||||||||
| 39260 |
Stripe MCP
Claim
Enables integration with Stripe APIs through function calling, supporting opera…
|
— | ||||||||
| 39261 |
luogu-mcp-server
Claim
A read-only MCP server for discovering and fetching Luogu problems, training se…
|
— | ||||||||
| 39262 |
AI-Powered Offensive Security Research Engine - desktop-native security testing…
|
— | ||||||||
| 39263 |
Anki Card Manager (acm)
Claim
This MCP server connects Claude with Anki, allowing users to create flashcards …
|
— | ||||||||
| 39264 |
Figma Console MCP Server
Claim
Bridges AI assistants with Figma for design system extraction, bidirectional to…
|
— | ||||||||
| 39265 |
Magic Eden MCP Server
Claim
Enables interaction with the Magic Eden NFT marketplace across multiple blockch…
|
— | ||||||||
| 39266 |
SolidWorks MCP Server
Claim
Enables Claude to create and manipulate SolidWorks CAD models through natural l…
|
— | ||||||||
| 39267 |
Enables weather-based travel advisory generation using wttr.in API, including t…
|
— | ||||||||
| 39268 |
MCP-Edge
Claim
Enables cloud LLM agents to discover and invoke physical hardware on edge and I…
|
— | ||||||||
| 39269 |
apple-mcp
Claim
Enables AI to control Apple Mac apps like Messages, Notes, Contacts, Mail, Remi…
|
— | ||||||||
| 39270 |
Sample MCP server exposing 5 tools (weather, profile, wikipedia) via a single e…
|
— | ||||||||
| 39271 |
Database Operations MCP
Claim
Enables database inspection, backup/restore, analysis, and querying, plus media…
|
— | ||||||||
| 39272 |
self-inspect
Claim
Enables agents to reflect on their own thinking by returning a metathought ques…
|
— | ||||||||
| 39273 |
Enables retrieval of transcripts from YouTube videos, supporting multiple URL f…
|
— | ||||||||
| 39274 |
OpenAPI MCP Server
Claim
Exposes OpenAPI endpoints as MCP tools, enabling LLMs to discover and interact …
|
— | ||||||||
| 39275 |
sensorium-mcp
Claim
MCP server with persistent memory, voice understanding, multi-thread orchestrat…
|
— | ||||||||
| 39276 |
groundcheck
Claim
An MCP server that lets any AI agent evaluate RAG outputs -- faithfulness scori…
|
— | ||||||||
| 39277 |
An MCP server that serves documentation and enables AI-powered search, Q\&A, an…
|
— | ||||||||
| 39278 |
Quriov
Claim
Create and manage AI image and video generations through Quriov's fixed public …
|
— | ||||||||
| 39279 |
Enables secure SSH and Oracle DB operations with persistent sessions, audit log…
|
— | ||||||||
| 39280 |
Production-ready MCP server enabling AI assistants to interact with SAP Datasph…
|
— | ||||||||
| 39281 |
recall-memory-mcp
Claim
Enables AI agents to store, retrieve, and self-improve procedural memories (les…
|
— | ||||||||
| 39282 |
Cart MCP Server
Claim
MCP server for the Cart e-commerce intelligence API, enabling AI agents to sear…
|
— | ||||||||
| 39283 |
Handle Figma MCP
Claim
Enables AI assistants to read and modify Figma designs programmatically through…
|
— | ||||||||
| 39284 |
Enables tracking customer-specific JIRA tickets with full CRUD operations, comm…
|
— | ||||||||
| 39285 |
news-mcp
Claim
Agentic NewsAPI.org MCP server with semantic search, article versioning, Chroma…
|
— | ||||||||
| 39286 |
agent-qa
Claim
Self improving QA agent for software teams
|
— | ||||||||
| 39287 |
Grimoire
Claim
Read-only MCP server that gives Claude live access to your UE5 project state — …
|
— | ||||||||
| 39288 |
mcp-movabletype-writer
Claim
MCP server for Movable Type. It lets MCP-compatible AI tools such as Claude Des…
|
— | ||||||||
| 39289 |
Obscura MCP
Claim
MCP server adapter for Obscura Rust headless browser — web scraping with anti-d…
|
— | ||||||||
| 39290 |
ArcGIS Pro MCP
Claim
Lets AI assistants control a live ArcGIS Pro session through arcpy, including l…
|
— | ||||||||
| 39291 |
mcp-supermercados-cl
Claim
Enables searching products, comparing prices, and building optimal shopping lis…
|
— | ||||||||
| 39292 |
YouTube MCP Server
Claim
This MCP server fetches and extracts transcripts from YouTube videos, enabling …
|
— | ||||||||
| 39293 |
reflect-memory
Claim
Privacy-first AI memory system with MCP server for managing user-authored memor…
|
— | ||||||||
| 39294 |
Web Fetch MCP Server
Claim
Provides tools to fetch web content in HTML, JSON, text, or Markdown formats vi…
|
— | ||||||||
| 39295 |
linkedin-mcp
Claim
Automates LinkedIn job search and Easy Apply using Playwright and Claude Code, …
|
— | ||||||||
| 39296 |
TempGuru Event Staffing
Claim
MCP server for W-2 event staffing across 300+ US and Canadian markets. Five rea…
|
— | ||||||||
| 39297 |
Monarch Money MCP Server
Claim
Enables interaction with Monarch Money data via MCP tools for accounts, budgets…
|
— | ||||||||
| 39298 |
hash-utils-ai-mcp
Claim
hash-utils-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 39299 |
Weather MCP Server
Claim
MCP Server for global weather, forecasts, air quality, and climate data using O…
|
— | ||||||||
| 39300 |
Google Sheets MCP Server
Claim
Implements an MCP server that interacts with Google Sheets to store and retriev…
|
— | ||||||||