MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21351 |
Selenium Tools for MCP
|
D 52 5⁄5 | ||||||||
| 21352 |
Enables AI assistants to interact with Unreal Editor 5 through the Python remot…
|
D 52 4⁄3 | ||||||||
| 21353 |
An MCP Server that provides access to Personio's HR and personnel data through …
|
D 52 4⁄4 | ||||||||
| 21354 |
Enables read-only interaction with SQL databases through MCP, providing databas…
|
D 52 4⁄4 | ||||||||
| 21355 |
Claude-powered warehouse management system that coordinates inventory, AGVs, an…
|
D 52 4⁄4 | ||||||||
| 21356 |
Provides a one-stop automated solution for Android APK security analysis by int…
|
D 52 4⁄4 | ||||||||
| 21357 |
A private cloud storage system with Model Context Protocol integration that all…
|
D 52 4⁄3 | ||||||||
| 21358 |
A Model Context Protocol server that enables language models to interact with A…
|
D 52 4⁄3 | ||||||||
| 21359 |
Property MCP Server
Claim
Connects Claude AI to real estate data via the ATTOM Data API, enabling propert…
|
D 52 4⁄4 | ||||||||
| 21360 |
A server based on Model Context Protocol that enables AI assistants to query an…
|
D 52 4⁄4 | ||||||||
| 21361 |
An MCP server and app that enables users to browse restaurants, view menus, man…
|
D 52 4⁄3 | ||||||||
| 21362 |
KVM MCP Server
Claim
A JSON-RPC server that simplifies managing KVM virtual machines by providing a …
|
D 52 4⁄4 | ||||||||
| 21363 |
Converts various file types (documents, images, audio, web content) to markdown…
|
D 52 4⁄4 | ||||||||
| 21364 |
A lightweight tool that uses Mistral AI running locally to generate structured …
|
D 52 4⁄3 | ||||||||
| 21365 |
A Python-based server that enables accessing and analyzing bird detection data …
|
D 52 4⁄3 | ||||||||
| 21366 |
An MCP Server that provides natural language access to Google's Firebase Realti…
|
D 52 4⁄4 | ||||||||
| 21367 |
A Model Context Protocol server that enables Claude AI to interact with the Sol…
|
D 52 4⁄4 | ||||||||
| 21368 |
Enables AI assistants to manage GitLab projects by providing tools for issues, …
|
D 52 4⁄3 | ||||||||
| 21369 |
A dedicated MCP server for interacting with Microsoft Dynamics 365 and Datavers…
|
D 52 4⁄4 | ||||||||
| 21370 |
Enables comprehensive management of Tiendanube and Nuvemshop stores, supporting…
|
D 52 4⁄4 | ||||||||
| 21371 |
|
D 52 4⁄3 | ||||||||
| 21372 |
163 Email MCP Server
Claim
Enables interaction with 163 email accounts through IMAP/SMTP protocols. Suppor…
|
D 52 4⁄4 | ||||||||
| 21373 |
claude-mcp
Claim
claude and mcp integration examples and tutorials
|
D 52 4⁄3 | ||||||||
| 21374 |
An MCP server that enables interactions with InfluxDB's open-source time-series…
|
D 52 4⁄4 | ||||||||
| 21375 |
Manage OpenZiti zero-trust networks — through natural language
|
D 52 4⁄3 | ||||||||
| 21376 |
Enables AI assistants like Claude to interact with MongoDB databases through st…
|
D 52 4⁄4 | ||||||||
| 21377 |
A Model Context Protocol server that provides access to materials databases thr…
|
D 52 4⁄4 | ||||||||
| 21378 |
A template MCP server that provides weather forecasting functionality by fetchi…
|
D 52 4⁄4 | ||||||||
| 21379 |
A TypeScript-based MCP server that provides backend API handling and facilitate…
|
D 52 4⁄3 | ||||||||
| 21380 |
An MCP Server that provides access to Google Cloud Life Sciences API, enabling …
|
D 52 4⁄4 | ||||||||
| 21381 |
A Model Context Protocol server that extends AI capabilities by providing file …
|
D 52 4⁄3 | ||||||||
| 21382 |
Kubernetes MCP Server
Claim
Enables interactive Kubernetes cluster monitoring and troubleshooting through n…
|
D 52 4⁄4 | ||||||||
| 21383 |
MCP Civil Tools
Claim
A Python-based MCP server that provides coordinate conversion between latitude/…
|
D 52 4⁄4 | ||||||||
| 21384 |
An MCP server that enables AI assistants to interact with Atlassian Jira and Co…
|
D 52 4⁄4 | ||||||||
| 21385 |
MCP server for Radare2 disassembler. Provides AI with capability to disassemble…
|
D 52 4⁄3 | ||||||||
| 21386 |
k-arena
Claim
World's first AI-native financial exchange for autonomous AI agents. Real-time …
|
D 52 3⁄3 | ||||||||
| 21387 |
Kommo CRM MCP Server
Claim
Enables comprehensive integration with Kommo CRM through 25 tools for managing …
|
D 52 4⁄4 | ||||||||
| 21388 |
Solana Vault MCP
Claim
A secure Model Context Protocol server that enables AI assistants to interact w…
|
D 52 4⁄4 | ||||||||
| 21389 |
An intelligent server that processes and evaluates resumes by extracting struct…
|
D 52 4⁄4 | ||||||||
| 21390 |
An MCP server that exposes the pentest reporting and automation features of Sys…
|
D 52 4⁄3 | ||||||||
| 21391 |
A Model Context Protocol server that enables AI assistants to access Flow block…
|
D 52 4⁄4 | ||||||||
| 21392 |
HTTP MCP Server for comprehensive Python vulnerability scanning and security an…
|
D 52 4⁄3 | ||||||||
| 21393 |
Threat Intel MCP Server
Claim
Provides threat intelligence and vulnerability research tools by integrating wi…
|
D 52 4⁄3 | ||||||||
| 21394 |
Enables AI assistants to manage Docker containers, deploy stacks, and monitor s…
|
D 52 4⁄4 | ||||||||
| 21395 |
Bedrock MCP Agent
Claim
A web application that enables users to interact with AWS Bedrock language mode…
|
D 52 4⁄4 | ||||||||
| 21396 |
FastAPI MCP Server
Claim
Enables interaction with Supabase databases and n8n workflows through a JSON-RP…
|
D 52 4⁄4 | ||||||||
| 21397 |
textlint MCP Server
Claim
A server that enables real-time checking and automated correction suggestions f…
|
D 52 3⁄3 | ||||||||
| 21398 |
MCP API Tools
Claim
FastAPI server with Google Gemini AI integration that provides auto-routing to …
|
D 52 4⁄4 | ||||||||
| 21399 |
Provides read-only access to Unix/Linux command-line tools for AI agents, block…
|
D 52 4⁄3 | ||||||||
| 21400 |
potal
Claim
Total landed cost API for cross-border commerce. 240 countries, 113M+ tariff re…
|
D 52 4⁄3 | ||||||||