MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 6 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21151 |
Geospatial tools for AI agents: geocoding, routing, elevation, spatial analysis…
|
B 71 4⁄3 | ||||||||
| 21152 |
portainer-mcp
Claim
A powerful MCP server that enables AI assistants to seamlessly interact with Po…
|
B 71 4⁄4 | ||||||||
| 21153 |
|
B 71 3⁄3 | ||||||||
| 21154 |
AI-powered meme token launch service on Solana/pump.fun. Create tokens with AI-…
|
B 71 3⁄3 | ||||||||
| 21155 |
Production-ready RAG + MCP demo: eval-in-CI merge gate, Langfuse traces, struct…
|
B 71 3⁄3 | ||||||||
| 21156 |
MCP server for npm package management — 36 tools for publish, version, search, …
|
B 71 3⁄3 | ||||||||
| 21157 |
Enables AI assistants to manage UniFi network infrastructure through 50+ tools …
|
B 71 4⁄4 | ||||||||
| 21158 |
Enables comprehensive PostgreSQL database management through natural language i…
|
B 71 4⁄4 | ||||||||
| 21159 |
mindsdb
Claim
Connect and unify data across various platforms and databases with [MindsDB as …
|
B 71 4⁄3 | ||||||||
| 21160 |
A Model Context Protocol server that enables AI assistants like Cursor to inter…
|
B 71 4⁄4 | ||||||||
| 21161 |
Find verified professional emails by name, domain, LinkedIn, or role.
|
B 71 3⁄3 | ||||||||
| 21162 |
MCP server for the Dynadot domain registrar API — 60 tools for domain search, r…
|
B 71 3⁄3 | ||||||||
| 21163 |
A CLI tool for enhancing Claude Desktop with additional capabilities and workfl…
|
B 71 4⁄3 | ||||||||
| 21164 |
Enables AI agents to directly control your real Chrome browser with full contex…
|
B 71 3⁄3 | ||||||||
| 21165 |
A server that enables AI assistants to create and edit PowerPoint presentations…
|
B 71 4⁄4 | ||||||||
| 21166 |
Enables AI assistants to perform authorized penetration testing and security as…
|
B 71 4⁄3 | ||||||||
| 21167 |
Enables LLMs to discover, understand, and generate Teal R Shiny applications fo…
|
B 71 4⁄3 | ||||||||
| 21168 |
Enables interaction with BookStack knowledge management systems through the Boo…
|
B 71 4⁄4 | ||||||||
| 21169 |
adbfriend
Claim
Android ADB CLI tool including integrated MCP Server with common adb actions us…
|
B 71 3⁄3 | ||||||||
| 21170 |
uploadkit
Claim
|
B 71 3⁄3 | ||||||||
| 21171 |
Mailchimp via MCP: draft, test, and send campaigns; manage audiences and subscr…
|
B 71 3⁄3 | ||||||||
| 21172 |
Outlook OAuth MCP Server
Claim
Enables interaction with Microsoft Outlook for managing emails and calendars th…
|
B 71 4⁄4 | ||||||||
| 21173 |
Screaming Frog SEO Spider headless crawls, data export, and technical SEO audit…
|
B 71 3⁄3 | ||||||||
| 21174 |
Hostaway PMS: reservations, listings, calendars, financials, and guest messagin…
|
B 71 3⁄3 | ||||||||
| 21175 |
A Model Context Protocol server that enables AI agents to retrieve and understa…
|
B 71 4⁄4 | ||||||||
| 21176 |
MCP server for SSH remote command execution
|
B 71 3⁄3 | ||||||||
| 21177 |
Integrates AI into software development workflows by providing three MCP tools:…
|
B 71 3⁄3 | ||||||||
| 21178 |
Enables AI assistants to interact with the IIIT Hyderabad Mess Management Syste…
|
B 71 4⁄4 | ||||||||
| 21179 |
A drop-in replacement for Anthropic's memory server that utilizes SQLite to ens…
|
B 71 3⁄3 | ||||||||
| 21180 |
robotics-control-mcp MCP server by MEOK AI Labs
|
B 71 3⁄3 | ||||||||
| 21181 |
A plugin-based MCP server for React Native runtime debugging, inspection, and a…
|
B 71 3⁄3 | ||||||||
| 21182 |
Integration platform for aviation data sources including weather, NOTAMs, airpo…
|
B 71 4⁄4 | ||||||||
| 21183 |
Send WhatsApp messages from Cursor, Claude Code, and Codex via MCP.
|
B 71 3⁄3 | ||||||||
| 21184 |
Runtime governance enforcement for AI agents. Validates data payloads against s…
|
B 71 3⁄3 | ||||||||
| 21185 |
Mautic MCP Server
Claim
Enables comprehensive integration with Mautic marketing automation platform, pr…
|
B 71 4⁄4 | ||||||||
| 21186 |
openaccountants
Claim
Open-source AI accounting skills, checked by licensed accountants jurisdiction …
|
B 71 3⁄3 | ||||||||
| 21187 |
Enables AI assistants to interact with Linear's project management system throu…
|
B 71 4⁄4 | ||||||||
| 21188 |
Connects Daylite CRM to Claude Code via the CalDAV interface to manage tasks an…
|
B 71 4⁄3 | ||||||||
| 21189 |
A Model Context Protocol server that enables AI systems to crawl and scrape the…
|
B 71 4⁄4 | ||||||||
| 21190 |
|
B 71 4⁄3 | ||||||||
| 21191 |
A multi-format MCP server that enables reading and generating Office, PDF, text…
|
B 71 3⁄3 | ||||||||
| 21192 |
Kirby MCP
Claim
CLI-first MCP server for Composer-based Kirby CMS projects that enables IDE or …
|
B 71 3⁄3 | ||||||||
| 21193 |
Provides access to OpenAlex's catalog of 240M+ scholarly works, enabling search…
|
B 71 4⁄4 | ||||||||
| 21194 |
Rust MCP server for binary analysis and reverse engineering.
|
B 71 3⁄3 | ||||||||
| 21195 |
oraclaw
Claim
Decision intelligence MCP — 17 tools (optimize, simulate, predict, score, graph…
|
B 71 3⁄3 | ||||||||
| 21196 |
MCPSharp
Claim
MCPSharp is a .NET library that helps you build Model Context Protocol (MCP) se…
|
B 71 3⁄3 | ||||||||
| 21197 |
Persistent memory for AI agents — 98%+ retrieval recall, 99% token savings, 44 …
|
B 71 3⁄3 | ||||||||
| 21198 |
Provides Azure DevOps integration through MCP, enabling management of projects,…
|
B 71 4⁄4 | ||||||||
| 21199 |
mcpshim
Claim
Turn remote MCP servers into local command workflows.
|
B 71 4⁄3 | ||||||||
| 21200 |
An MCP server providing curated Swift and SwiftUI best practices from leading i…
|
B 71 4⁄3 | ||||||||