MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22601 |
Enables read-only interaction with SQL databases through MCP, providing databas…
|
D 52 4⁄4 | ||||||||
| 22602 |
Provides browser automation capabilities through an API endpoint that interpret…
|
D 52 4⁄4 | ||||||||
| 22603 |
Claude-powered warehouse management system that coordinates inventory, AGVs, an…
|
D 52 4⁄4 | ||||||||
| 22604 |
Provides read-only access to Unix/Linux command-line tools for AI agents, block…
|
D 52 4⁄3 | ||||||||
| 22605 |
Provides a one-stop automated solution for Android APK security analysis by int…
|
D 52 4⁄4 | ||||||||
| 22606 |
An MCP server and app that enables users to browse restaurants, view menus, man…
|
D 52 4⁄3 | ||||||||
| 22607 |
Kommo CRM MCP Server
Claim
Enables comprehensive integration with Kommo CRM through 25 tools for managing …
|
D 52 4⁄4 | ||||||||
| 22608 |
An MCP Server that provides access to Personio's HR and personnel data through …
|
D 52 4⁄4 | ||||||||
| 22609 |
A CLI tool that sets up a Model Control Protocol server and deploys it to Cloud…
|
D 52 4⁄4 | ||||||||
| 22610 |
cli
Claim
An interactive command-line interface that uses the Agent2Agent (A2A) & Model C…
|
D 52 3⁄3 | ||||||||
| 22611 |
Converts various file types (documents, images, audio, web content) to markdown…
|
D 52 4⁄4 | ||||||||
| 22612 |
Knowledge Graph Builder
Claim
Transforms text or web content into structured knowledge graphs using local AI …
|
D 52 4⁄3 | ||||||||
| 22613 |
potal
Claim
Total landed cost API for cross-border commerce. 240 countries, 113M+ tariff re…
|
D 52 4⁄3 | ||||||||
| 22614 |
An MCP Server that enables AI assistants to interact with your local browsers.
|
D 52 4⁄3 | ||||||||
| 22615 |
An extended PostgreSQL management and analysis server that provides database pr…
|
D 52 4⁄4 | ||||||||
| 22616 |
A TypeScript-based MCP server that provides backend API handling and facilitate…
|
D 52 4⁄3 | ||||||||
| 22617 |
An MCP server that enables interaction with the Groundhog Day API, auto-generat…
|
D 52 4⁄4 | ||||||||
| 22618 |
A lightweight tool that uses Mistral AI running locally to generate structured …
|
D 52 4⁄3 | ||||||||
| 22619 |
Security-first MCP gateway for Odoo 17/18/19 — YAML-driven security, 27 tools
|
D 52 4⁄3 | ||||||||
| 22620 |
MCP API Tools
Claim
FastAPI server with Google Gemini AI integration that provides auto-routing to …
|
D 52 4⁄4 | ||||||||
| 22621 |
Property MCP Server
Claim
Connects Claude AI to real estate data via the ATTOM Data API, enabling propert…
|
D 52 4⁄4 | ||||||||
| 22622 |
A Model Context Protocol server that enables Claude AI to interact with the Sol…
|
D 52 4⁄4 | ||||||||
| 22623 |
An MCP Server that enables interaction with Ticketmaster's Discovery API for ac…
|
D 52 4⁄4 | ||||||||
| 22624 |
A Model Context Protocol server that provides access to materials databases thr…
|
D 52 4⁄4 | ||||||||
| 22625 |
An MCP server that enables interaction with Twilio's Routes service through nat…
|
D 52 4⁄4 | ||||||||
| 22626 |
ddd
Claim
ddd
|
D 52 4⁄3 | ||||||||
| 22627 | D 52 4⁄3 | |||||||||
| 22628 |
Enables interaction with Dooray's task and calendar management system, allowing…
|
D 52 4⁄4 | ||||||||
| 22629 |
nix-mcp-servers
Claim
A nix flake for configuring Model Context Protocol (MCP) servers across support…
|
D 52 4⁄3 | ||||||||
| 22630 |
An MCP server that enables agents to interact with soccer data including scores…
|
D 52 4⁄3 | ||||||||
| 22631 |
An MCP Server that retrieves and processes news data from the GeekNews site.
|
D 52 4⁄4 | ||||||||
| 22632 |
HTTP MCP Server for comprehensive Python vulnerability scanning and security an…
|
D 52 4⁄3 | ||||||||
| 22633 |
Enables AI assistants to manage GitLab projects by providing tools for issues, …
|
D 52 4⁄3 | ||||||||
| 22634 |
An MCP server that enables AI assistants to interact with Atlassian Jira and Co…
|
D 52 4⁄4 | ||||||||
| 22635 |
Vibe-Skills
Claim
An integrated AI capability stack with 340 skills, MCP entry points, agent work…
|
D 52 4⁄3 | ||||||||
| 22636 |
Web-based video editing platform that provides direct editing functionality thr…
|
D 52 4⁄3 | ||||||||
| 22637 |
An MCP server that provides natural language interaction with Google's Policy T…
|
D 52 4⁄4 | ||||||||
| 22638 |
A Model Context Protocol server that extends AI capabilities by providing file …
|
D 52 4⁄3 | ||||||||
| 22639 |
An MCP server that enables interaction with Google Cloud Game Services API, all…
|
D 52 4⁄3 | ||||||||
| 22640 |
Solana Vault MCP
Claim
A secure Model Context Protocol server that enables AI assistants to interact w…
|
D 52 4⁄4 | ||||||||
| 22641 |
An MCP server that enables interaction with Klarna's Payments API, allowing app…
|
D 52 4⁄4 | ||||||||
| 22642 |
This project enables running a custom remote MCP server on Azure Functions with…
|
D 52 4⁄3 | ||||||||
| 22643 |
An MCP Server that provides access to Google's Search Console API, allowing use…
|
D 52 4⁄3 | ||||||||
| 22644 |
An MCP server that enables AI agents to execute sandboxed JavaScript and TypeSc…
|
D 52 4⁄4 | ||||||||
| 22645 |
Manage OpenZiti zero-trust networks — through natural language
|
D 52 4⁄3 | ||||||||
| 22646 |
Learn how to use MCP Servers with GitHub Copilot
|
D 52 4⁄3 | ||||||||
| 22647 |
Enables access to TikTok data without watermarks, including trending users, has…
|
D 52 4⁄4 | ||||||||
| 22648 |
A Model Context Protocol server that enables language models to interact with A…
|
D 52 4⁄3 | ||||||||
| 22649 |
An intelligent server that processes and evaluates resumes by extracting struct…
|
D 52 4⁄4 | ||||||||
| 22650 |
MCP Calculator Project
Claim
A communication pipe and tool suite that enables AI models to interact with ext…
|
D 52 4⁄4 | ||||||||
