MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49201 |
claude-switchboard
Claim
Enables teams to share context and messages between Claude Code sessions via a …
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| 49202 |
Fabler Relay
Claim
Human-in-the-loop request queue for autonomous agents: file requests for a huma…
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| 49203 |
pharos-guardskill
Claim
Pre-transaction security gate for Pharos AI agents that analyzes contract bytec…
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| 49204 |
bank.mcp
Claim
MCP server that turns bank transactions into a financial digest including cash-…
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| 49205 |
MCP SSH Manager
Claim
MCP server for managing remote servers via SSH, enabling command execution, fil…
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| 49206 |
ExecBro
Claim
Gives AI agents eyes and hands into running React Native apps: logs, REPL, tap,…
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| 49207 |
AI explainability and transparency reports for AI agents. Instant transparency …
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| 49208 |
Kawakami MCP Server
Claim
Exposes the catalog of Supermercados Kawakami (Paraguaçu Paulista/SP) as tools …
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| 49209 |
onec-odata-mcp
Claim
Bridges AI agents to 1C:Enterprise via OData, enabling natural language queries…
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| 49210 |
upsprint-mcp
Claim
Enables AI models to interact with the Upsprints API for managing users, compan…
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| 49211 |
Radix UI MCP Server
Claim
Enables AI assistants to access and work with Radix UI libraries (Themes, Primi…
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| 49212 |
groq-compound-mcp-server
Claim
Enables interaction with Groq models, including compound models, through tools …
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| 49213 |
puppeteer-mcp-claude
Claim
Browser automation MCP server for Claude, powered by Puppeteer.
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| 49214 |
mcp-airnow
Claim
Enables access to EPA AirNow real-time AQI and forecast data for US locations t…
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| 49215 |
WeKnora MCP Server
Claim
Enables interaction with the WeKnora knowledge management API, including tenant…
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| 49216 |
music-assistant-mcp-plus
Claim
A comprehensive MCP server that enables AI assistants to control music playback…
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| 49217 |
tradingview-mcp-server
Claim
MCP server for TradingView's market screener API, enabling stock, forex, crypto…
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| 49218 |
MCP Server SearXNG
Claim
MCP server for SearXNG meta search engine with enhanced error handling and para…
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| 49219 |
time-mcp-local
Claim
Provides current time and timezone conversion using IANA timezone names, with a…
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| 49220 |
Buildez MCP Server
Claim
Enables AI assistants to build complete, live websites from natural language de…
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| 49221 |
fallhronboard-mcp
Claim
MCP server for the foldkit framework, exposing 7-prime spine, κ-bands, and fold…
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| 49222 |
SpecForge
Claim
SpecForge is a Model Context Protocol (MCP) server that connects an LLM client …
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| 49223 |
reddit-mcp-server
Claim
Enables AI assistants to browse Reddit, analyze stock buzz, and detect trending…
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| 49224 |
macos-mail-mcp
Claim
An MCP server for Apple Mail that enables Claude to read, search, manage, and c…
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| 49225 |
Rhino MCP
Claim
Enables AI-powered 3D modeling in Rhino 8 through 135+ tools for geometry, tran…
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| 49226 |
A code review tool server based on Model Context Protocol (MCP) providing multi…
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| 49227 |
openevidence-mcp
Claim
Unofficial MCP server connecting OpenEvidence to AI agents via authenticated br…
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| 49228 |
mindcore-mcp
Claim
Enables AI-powered chat and DeFi operations (swap, transfer) via MCP-compliant …
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| 49229 |
paper-mcp
Claim
Search arXiv/Semantic Scholar/OpenAlex + medical evidence (PubMed/Europe PMC) +…
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| 49230 |
MQTT MCP Server
Claim
Enables LLM agents to securely monitor and control MQTT devices for building au…
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| 49231 |
hypr-cua-mcp
Claim
Hyprland/Wayland computer-use MCP: grim screenshots + uinput click/type + hyprc…
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| 49232 |
tts-mcp
Claim
Profile-driven MCP server for Google Cloud Text-to-Speech that exposes tools to…
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| 49233 |
Trace MCP
Claim
Static analysis engine that detects schema mismatches between data producers (l…
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| 49234 |
Hello MCP Server
Claim
A simple demonstration MCP server that responds with "4" when greeted with "hel…
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| 49235 |
A local MCP server that bridges Claude Desktop to your WordPress site via the W…
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| 49236 |
nga-mcp-server
Claim
Enables AI agents to fetch and browse NGA game forum content, including posts, …
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| 49237 |
Enables AI assistants to audit, migrate, scaffold, and manage TON smart contrac…
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| 49238 |
google-health-mcp-server
Claim
MCP server to read daily activity, sleep, heart rate, and body metrics from Goo…
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| 49239 |
evil-mcp-server
Claim
Simulates malicious behaviors and attack vectors for security testing and educa…
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| 49240 |
Pepe-MCP-Server
Claim
Provides AI-powered research capabilities through Perplexity's web interface, e…
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| 49241 |
FDA API MCP Service
Claim
Enables searching FDA food recalls and adverse event reports through natural la…
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| 49242 |
DevForge-MCP
Claim
A production-ready MCP server that enables AI assistants to intelligently under…
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| 49243 |
Active MCP
Claim
A Ruby on Rails engine for the Model Context Protocol (MCP) that enables connec…
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| 49244 |
mcpgrowcrm
Claim
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| 49245 |
adaddaadaaa
Claim
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| 49246 |
Effect Q&A MCP Server
Claim
Fetches category data from a Q&A service API and returns a markdown summary gro…
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| 49247 |
Transforms messy commit histories into clean, secure repositories by scanning f…
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| 49248 |
trip-planner-mcp
Claim
Enables AI agents to plan trips by searching flights, accommodations, and activ…
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| 49249 |
Gmail MCP Server
Claim
Enables AI assistants to read unread Gmail emails and create draft replies, wit…
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| 49250 |
meridian-mcp
Claim
A timezone-aware MCP server that converts times, looks up current local times, …
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