MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 2 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44101 |
MCP Solana Internet
Claim
Enables direct SOL payments for content access by integrating MCP with the Sola…
|
— | ||||||||
| 44102 |
mcp-ros2-logs
Claim
Enables AI agents to analyze ROS2 log files across multiple nodes by merging th…
|
— | ||||||||
| 44103 |
getprompts
Claim
Search 1,000+ battle-tested AI prompts from getprompts.org into Claude Code, Cu…
|
— | ||||||||
| 44104 |
Automatically injects development framework context and workflows into Claude c…
|
— | ||||||||
| 44105 |
mcp-datagov-au
Claim
Enables searching and retrieving Australian open government data from data.gov.…
|
— | ||||||||
| 44106 |
mcp-server
Claim
Web search MCP server using Tavily API, enabling natural language queries to se…
|
— | ||||||||
| 44107 |
Crypto MCP Server
Claim
Provides real-time and historical cryptocurrency market data using ccxt, enabli…
|
— | ||||||||
| 44108 |
parbaked
Claim
Scaffold invite-only Python/FastAPI apps: auth, admin dashboard, dev server, de…
|
— | ||||||||
| 44109 |
mc8yp
Claim
An MCP server that gives AI agents access to the full Cumulocity API surface th…
|
— | ||||||||
| 44110 |
t-t-leave-manager-mcp
Claim
|
— | ||||||||
| 44111 |
findevil-agent
Claim
Enables autonomous digital forensics and incident response through 21 typed for…
|
— | ||||||||
| 44112 |
ida-domain-mcp
Claim
Headless MCP server for IDA Pro enabling on-demand database loading and program…
|
— | ||||||||
| 44113 |
auvik-mcp
Claim
An MCP server for Auvik network management, enabling monitoring, management, an…
|
— | ||||||||
| 44114 |
media-mcp
Claim
MCP server enabling interaction with Twitter, YouTube, Instagram, and video pro…
|
— | ||||||||
| 44115 |
Departure and admission records for AI agents with Ed25519/P-256 signatures.
|
— | ||||||||
| 44116 |
pet-care-ai-mcp
Claim
pet-care-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 44117 |
AmiyaBot MCP Server
Claim
Provides MCP server and CLI for querying Arknights game data, including operato…
|
— | ||||||||
| 44118 |
contextium-mcp-server
Claim
MCP server for Contextium — pipe team SOPs, coding standards, agents, skills, a…
|
— | ||||||||
| 44119 |
Date MCP Server
Claim
Provides AI assistants with real-time date, time, and timezone information, ena…
|
— | ||||||||
| 44120 |
validatethat-mcp
Claim
Run UX research from Claude — create card sort studies, list studies, pull head…
|
— | ||||||||
| 44121 |
A Model Context Protocol server implementation that runs on Cloudflare Workers …
|
— | ||||||||
| 44122 |
AI seller verification and policy risk analysis for any online store.
|
— | ||||||||
| 44123 |
An MCP server that runs in the browser, letting web pages register custom tools…
|
— | ||||||||
| 44124 |
Obsidian Native MCP
Claim
LLM-optimized MCP server for Obsidian vaults with surgical edits, hash-based co…
|
— | ||||||||
| 44125 |
calculator-mcp-server
Claim
Provides a comprehensive set of mathematical functions as MCP tools, enabling l…
|
— | ||||||||
| 44126 |
pubnub-mcp
Claim
|
— | ||||||||
| 44127 |
TaskFlow MCP
Claim
A task management Model Context Protocol server that helps break down user requ…
|
— | ||||||||
| 44128 |
BlackSwan MCP Server
Claim
Enables AI agents to access real-time crypto risk intelligence with two tools: …
|
— | ||||||||
| 44129 |
imessage-rich-search
Claim
Enables full-text search of macOS iMessages including link preview metadata. Wo…
|
— | ||||||||
| 44130 |
sf-mcp
Claim
MCP server for Salesforce that exposes CLI, REST, Connect, Data 360, Bulk 2.0, …
|
— | ||||||||
| 44131 |
Asana MCP Server
Claim
A Type 4 OAuth MCP server for the Asana API, enabling AI assistants to manage w…
|
— | ||||||||
| 44132 |
Notebook MCP
Claim
Provides AI assistants with deep semantic and runtime understanding of Jupyter …
|
— | ||||||||
| 44133 |
yahoo-finance-mcp
Claim
MCP server for Thai SET/MAI stock data via Yahoo Finance API, enabling stock sc…
|
— | ||||||||
| 44134 |
bible-mcp
Claim
Enables AI assistants to look up Bible verses, search across translations, and …
|
— | ||||||||
| 44135 |
Azure ML MCP Server
Claim
Deploys an MCP server on Azure Container Apps that exposes Azure ML managed onl…
|
— | ||||||||
| 44136 |
chain-signer
Claim
Security suite for AI agents: flag drains, permit-phishing & risky actions befo…
|
— | ||||||||
| 44137 |
Hello MCP Server
Claim
A minimal stateless MCP server for Cloudflare Workers that provides a greeting …
|
— | ||||||||
| 44138 |
wertls
Claim
|
— | ||||||||
| 44139 |
mcp_log_analyzer
Claim
Enables AI models to analyze log files from the Chuangyu Shield cloud defense p…
|
— | ||||||||
| 44140 |
Elastic MCP Server
Claim
Provides comprehensive tools for managing Elasticsearch clusters, including sec…
|
— | ||||||||
| 44141 |
workos-mcp
Claim
This MCP server allows agents to interact with the WorkOS API.
|
— | ||||||||
| 44142 |
ModelRisk MCP
Claim
Enables Monte Carlo risk modeling in Excel via conversation, including model bu…
|
— | ||||||||
| 44143 |
Python MCP Custom Server
Claim
Extends Claude Desktop with custom tools for file management, system operations…
|
— | ||||||||
| 44144 |
MCP server for Kalshi prediction markets: native RSA-PSS auth, rate limiting, d…
|
— | ||||||||
| 44145 |
server_name
Claim
|
— | ||||||||
| 44146 |
TMDB MCP Server
Claim
Provides access to The Movie Database (TMDB) API for searching movies, retrievi…
|
— | ||||||||
| 44147 |
fluent-mcp-server
Claim
Provides smart URL navigation to ANSYS Fluent documentation, enabling AI assist…
|
— | ||||||||
| 44148 |
kibana-mcp
Claim
Enables AI assistants to manage Kibana security alerts, rules, and exception li…
|
— | ||||||||
| 44149 |
Provides fast file searching across Windows, macOS, and Linux using platform-na…
|
— | ||||||||
| 44150 |
aurum-mcp
Claim
Queries Aurum design system components, tokens, icons, Figma node IDs, and chan…
|
— | ||||||||