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 | ||||||||||
| 21401 |
Provides a one-stop automated solution for Android APK security analysis by int…
|
D 52 4⁄4 | ||||||||
| 21402 |
A private cloud storage system with Model Context Protocol integration that all…
|
D 52 4⁄3 | ||||||||
| 21403 |
An MCP Server that retrieves and processes news data from the GeekNews site.
|
D 52 4⁄4 | ||||||||
| 21404 |
An MCP Server that provides access to Personio's HR and personnel data through …
|
D 52 4⁄4 | ||||||||
| 21405 |
Connects Claude to the Google AdMob API to provide a conversational interface f…
|
D 52 4⁄3 | ||||||||
| 21406 |
A Model Context Protocol server that enables language models to interact with A…
|
D 52 4⁄3 | ||||||||
| 21407 |
Provides browser automation capabilities through an API endpoint that interpret…
|
D 52 4⁄4 | ||||||||
| 21408 |
Enables read-only interaction with SQL databases through MCP, providing databas…
|
D 52 4⁄4 | ||||||||
| 21409 |
Document Q&A MCP Server
Claim
Enables document-based question answering using OpenAI's GPT-4 with semantic se…
|
D 52 4⁄4 | ||||||||
| 21410 |
Selenium Tools for MCP
|
D 52 5⁄5 | ||||||||
| 21411 |
MCP Agent Platform
Claim
A multi-agent human-computer interaction system that enables natural interactio…
|
D 52 4⁄3 | ||||||||
| 21412 |
An MCP Server that enables AI assistants to interact with your local browsers.
|
D 52 4⁄3 | ||||||||
| 21413 |
MCP Calculator Project
Claim
A communication pipe and tool suite that enables AI models to interact with ext…
|
D 52 4⁄4 | ||||||||
| 21414 |
k-arena
Claim
World's first AI-native financial exchange for autonomous AI agents. Real-time …
|
D 52 3⁄3 | ||||||||
| 21415 |
Enables AI assistants to retrieve and display Strava activity data including wo…
|
D 52 4⁄3 | ||||||||
| 21416 |
MCP Civil Tools
Claim
A Python-based MCP server that provides coordinate conversion between latitude/…
|
D 52 4⁄4 | ||||||||
| 21417 |
Fetch Pokémon data from PokéAPI
|
D 52 4⁄4 | ||||||||
| 21418 |
Security-first MCP gateway for Odoo 17/18/19 — YAML-driven security, 27 tools
|
D 52 4⁄3 | ||||||||
| 21419 |
A Model Context Protocol server that extends AI capabilities by providing file …
|
D 52 4⁄3 | ||||||||
| 21420 |
HTTP MCP Server for comprehensive Python vulnerability scanning and security an…
|
D 52 4⁄3 | ||||||||
| 21421 |
Kommo CRM MCP Server
Claim
Enables comprehensive integration with Kommo CRM through 25 tools for managing …
|
D 52 4⁄4 | ||||||||
| 21422 |
A Model Context Protocol server that provides access to materials databases thr…
|
D 52 4⁄4 | ||||||||
| 21423 |
Kubernetes MCP Server
Claim
Enables interactive Kubernetes cluster monitoring and troubleshooting through n…
|
D 52 4⁄4 | ||||||||
| 21424 |
Vibe-Skills
Claim
An integrated AI capability stack with 340 skills, MCP entry points, agent work…
|
D 52 4⁄3 | ||||||||
| 21425 |
Enables AI agents to analyze and search IFS Cloud codebases using hybrid semant…
|
D 52 4⁄4 | ||||||||
| 21426 |
Databutton App MCP
Claim
A proxy server that allows LLM clients to use Databutton app API endpoints as t…
|
D 52 4⁄4 | ||||||||
| 21427 |
Manage OpenZiti zero-trust networks — through natural language
|
D 52 4⁄3 | ||||||||
| 21428 |
Converts various file types (documents, images, audio, web content) to markdown…
|
D 52 4⁄4 | ||||||||
| 21429 |
An MCP server that enables interaction with the Groundhog Day API, auto-generat…
|
D 52 4⁄4 | ||||||||
| 21430 |
MCP API Tools
Claim
FastAPI server with Google Gemini AI integration that provides auto-routing to …
|
D 52 4⁄4 | ||||||||
| 21431 |
ddd
Claim
ddd
|
D 52 4⁄3 | ||||||||
| 21432 |
An MCP Server that provides access to Google's Search Console API, allowing use…
|
D 52 4⁄3 | ||||||||
| 21433 |
binance-mcp
Claim
Binance MCP Server
|
D 52 4⁄4 | ||||||||
| 21434 |
Enables AI assistants to manage GitLab projects by providing tools for issues, …
|
D 52 4⁄3 | ||||||||
| 21435 |
Enables comprehensive management of Tiendanube and Nuvemshop stores, supporting…
|
D 52 4⁄4 | ||||||||
| 21436 |
|
D 52 4⁄3 | ||||||||
| 21437 |
163 Email MCP Server
Claim
Enables interaction with 163 email accounts through IMAP/SMTP protocols. Suppor…
|
D 52 4⁄4 | ||||||||
| 21438 |
Knowledge Graph Builder
Claim
Transforms text or web content into structured knowledge graphs using local AI …
|
D 52 4⁄3 | ||||||||
| 21439 |
An MCP server that enables interaction with ShipEngine's shipping API, allowing…
|
D 52 4⁄4 | ||||||||
| 21440 |
Property MCP Server
Claim
Connects Claude AI to real estate data via the ATTOM Data API, enabling propert…
|
D 52 4⁄4 | ||||||||
| 21441 |
A server based on Model Context Protocol that enables AI assistants to query an…
|
D 52 4⁄4 | ||||||||
| 21442 |
An MCP Server that provides natural language access to Google's Firebase Realti…
|
D 52 4⁄4 | ||||||||
| 21443 |
claude-mcp
Claim
claude and mcp integration examples and tutorials
|
D 52 4⁄3 | ||||||||
| 21444 |
A Python-based server that enables accessing and analyzing bird detection data …
|
D 52 4⁄3 | ||||||||
| 21445 |
An MCP server that generates project-specific .gitignore files and lists availa…
|
D 51 4⁄4 | ||||||||
| 21446 |
A coding agent toolkit that transforms LLMs into coding assistants capable of w…
|
D 51 4⁄4 | ||||||||
| 21447 |
Helps developers choose optimal technology stacks through progressive questioni…
|
D 51 4⁄4 | ||||||||
| 21448 |
An MCP server that analyzes stock trading volume to identify significant price …
|
D 51 4⁄4 | ||||||||
| 21449 |
An MCP server that provides access to Google's API Discovery Service, allowing …
|
D 51 4⁄4 | ||||||||
| 21450 |
Any file in, Markdown out — read only what matters.
|
D 51 4⁄3 | ||||||||