MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 18401 |
|
B 78 4⁄3 | ||||||||
| 18402 |
Enables semantic search across multiple Qdrant vector database collections, sup…
|
B 78 4⁄4 | ||||||||
| 18403 |
A text-based user interface (TUI) client for interacting with MCP servers using…
|
B 78 4⁄3 | ||||||||
| 18404 |
Scout
Claim
Browser automation MCP server with 66 tools. Pure CDP, DOM diffing, vision hybr…
|
B 78 3⁄3 | ||||||||
| 18405 |
Submit URLs for instant indexing via IndexNow and Google Indexing API.
|
B 78 3⁄3 | ||||||||
| 18406 |
A Model Context Protocol (MCP) that provides access to the MongoDB Atlas API. T…
|
B 78 4⁄4 | ||||||||
| 18407 |
A simple, secure MCP-to-OpenAPI proxy server
|
B 78 4⁄3 | ||||||||
| 18408 |
Runtime policy enforcement for AI agents - prevents accidental damage to your s…
|
B 78 3⁄3 | ||||||||
| 18409 |
MCP server for Google Tag Manager: read tags/triggers/variables, publish contai…
|
B 78 4⁄3 | ||||||||
| 18410 |
Official MCP server for IP geolocation, security, ASN, abuse, timezone, astrono…
|
B 78 4⁄3 | ||||||||
| 18411 |
Enables flight planning and aviation operations through intelligent airport res…
|
B 78 4⁄4 | ||||||||
| 18412 |
MCP server for Apple's App Store Connect API. Manage apps, TestFlight, and more.
|
B 78 4⁄3 | ||||||||
| 18413 |
Provides native macOS computer control tools including mouse and keyboard simul…
|
B 78 3⁄3 | ||||||||
| 18414 |
Compose and generate effortlessly MCP servers from any OpenAPI specifications
|
B 78 4⁄3 | ||||||||
| 18415 |
TheBrain MCP Server
Claim
Enables AI assistants to interact with TheBrain's knowledge management system f…
|
B 78 4⁄4 | ||||||||
| 18416 |
Enables interaction with the Ultrade API to manage wallets, execute market orde…
|
B 78 4⁄3 | ||||||||
| 18417 |
Context-Pods is a comprehensive development framework for creating, testing, an…
|
B 78 4⁄3 | ||||||||
| 18418 |
Provides access to real-time and historical flight data from Flightradar24 API,…
|
B 78 4⁄4 | ||||||||
| 18419 |
Trust infrastructure for the machine economy — non-custodial ERC-4337 smart acc…
|
B 78 4⁄4 | ||||||||
| 18420 |
Enables comprehensive management of Microsoft Dataverse environments, including…
|
B 78 4⁄4 | ||||||||
| 18421 |
Manage Azure DevOps projects, work items, repos, pipelines, wikis, search, and …
|
B 78 4⁄4 | ||||||||
| 18422 |
This server integrates with The Movie Database (TMDB) API to provide movie info…
|
B 77 4⁄3 | ||||||||
| 18423 |
Oracle Cloud Infrastructure pricing data with cost calculators and comparisons
|
B 77 4⁄3 | ||||||||
| 18424 |
A comprehensive Model Context Protocol (MCP) server suite that enables AI codin…
|
B 77 4⁄3 | ||||||||
| 18425 |
Turn natural language into 3D models in Fusion 360. 64 CAD tools including sket…
|
B 77 4⁄3 | ||||||||
| 18426 |
Provides programmatic access to Marqeta's DiVA API for retrieving aggregated fi…
|
B 77 4⁄4 | ||||||||
| 18427 |
archestra
Claim
Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator
|
B 77 4⁄3 | ||||||||
| 18428 |
A toolset for executing commands and transferring files or directories on remot…
|
B 77 4⁄4 | ||||||||
| 18429 |
High-performance MCP server for integrating ClickUp with AI applications, featu…
|
B 77 4⁄4 | ||||||||
| 18430 |
Enables AI coding assistants to control and inspect a live Chrome browser for a…
|
B 77 4⁄3 | ||||||||
| 18431 |
Enables delegation of agentic sessions to Kubernetes-hosted Claude agents runni…
|
B 77 4⁄4 | ||||||||
| 18432 |
Local MCP server for iOS Simulator and macOS app automation with a native Swift…
|
B 77 4⁄3 | ||||||||
| 18433 |
Enables users to manage Pipedrive CRM data including deals, contacts, and activ…
|
B 77 4⁄4 | ||||||||
| 18434 |
midnight-mcp
Claim
Midnight MCP server giving AI assistants access to Midnight blockchain — search…
|
B 77 4⁄3 | ||||||||
| 18435 |
An unofficial Model Context Protocol server that enables AI assistants to manag…
|
B 77 4⁄4 | ||||||||
| 18436 |
Learning Hub
Claim
AI learning assistant for families. Manages game time rewards based on school g…
|
B 77 4⁄3 | ||||||||
| 18437 |
Manage test cases in TestCollab directly from your AI coding assistant. List, c…
|
B 77 4⁄4 | ||||||||
| 18438 |
MCP server for Godot 4.x with runtime control via injected UDP bridge: input si…
|
B 77 4⁄3 | ||||||||
| 18439 |
An implementation of the Model Context Protocol that connects AI agents to Kaka…
|
B 77 4⁄3 | ||||||||
| 18440 |
Contentful
Claim
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
|
B 77 4⁄4 | ||||||||
| 18441 |
pituitary
Claim
Catch spec drift before it catches you. Detect overlap, stale docs, and code dr…
|
B 77 3⁄3 | ||||||||
| 18442 |
Exposes Covalent's GoldRush APIs to provide LLMs with comprehensive blockchain …
|
B 77 4⁄4 | ||||||||
| 18443 |
MCP server for Google Drive, Docs, Sheets, Slides, Calendar, Gmail, and Contacts
|
B 77 4⁄3 | ||||||||
| 18444 |
ns-mcp-server
Claim
Access Dutch Railways (NS) travel information, schedules, and real-time updates
|
B 77 4⁄4 | ||||||||
| 18445 |
Propstack CRM MCP: search contacts, manage properties, track deals, schedule vi…
|
B 77 4⁄3 | ||||||||
| 18446 |
Server for Gmail integration in Claude Desktop with auto authentication support…
|
B 77 4⁄3 | ||||||||
| 18447 |
Universal AI Agent Discovery - search 59,000+ agents across MCP, NANDA, A2A, Op…
|
B 77 4⁄3 | ||||||||
| 18448 |
MCP server for the Mailtrap email platform — analytics, sending, contacts, sand…
|
B 77 3⁄3 | ||||||||
| 18449 |
|
B 77 4⁄3 | ||||||||
| 18450 |
Enables interaction with LaunchDarkly's feature flag platform through AI client…
|
B 77 4⁄4 | ||||||||