MCP Server Quality Scores
Independent quality analysis of 49876 public MCP servers
Last updated 1 hour, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10401 |
An MCP server that enables discovery and interaction with multiple OpenCode ins…
|
C 65 5⁄5 | ||||||||
| 10402 |
Apple Reminders MCP
Claim
A tool that enables creating and querying Apple Reminders through natural langu…
|
C 65 5⁄4 | ||||||||
| 10403 |
An MCP server for headless Qt/PySide6 GUI testing that enables AI assistants to…
|
C 65 5⁄4 | ||||||||
| 10404 |
A general-purpose MCP server that provides utility tools for echo, date/time, a…
|
C 65 5⁄5 | ||||||||
| 10405 |
Enables structured, step-by-step problem-solving with dynamic revision and bran…
|
C 65 5⁄5 | ||||||||
| 10406 |
Model Context Protocol (MCP) server for Databricks that empowers AI agents to a…
|
C 65 5⁄5 | ||||||||
| 10407 |
Figma i18n MCP Server
Claim
Extracts text nodes from Figma designs and organizes them into structured JSON …
|
C 65 5⁄5 | ||||||||
| 10408 |
MCP server that reduces LLM context by removing code comments and converting da…
|
C 65 5⁄4 | ||||||||
| 10409 |
Provides access to over 40 industry-standard penetration testing tools, includi…
|
C 65 5⁄4 | ||||||||
| 10410 |
Enables LLMs like Claude to interact with PicoScope oscilloscopes for signal ac…
|
C 65 5⁄4 | ||||||||
| 10411 |
prometheus-protocol
Claim
The trust layer for the open agentic web—giving AI agents a passport, a bank ac…
|
C 65 5⁄5 | ||||||||
| 10412 |
Provides access to Allen Institute for Neural Dynamics (AIND) metadata and data…
|
C 65 5⁄5 | ||||||||
| 10413 |
OCR MCP Service
Claim
Enables AI agents to recognize and extract text from images using PaddleOCR, su…
|
C 65 5⁄5 | ||||||||
| 10414 |
A Model Context Protocol server that integrates with Brave Search API to provid…
|
C 65 5⁄5 | ||||||||
| 10415 |
Enables AI assistants to interact with Terraform Cloud workspaces and runs, inc…
|
C 65 5⁄5 | ||||||||
| 10416 |
An MCP server that enables AI assistants to programmatically browse and interac…
|
C 65 5⁄5 | ||||||||
| 10417 |
Provides standardized access to HubSpot CRM API for managing contacts, companie…
|
C 65 5⁄5 | ||||||||
| 10418 |
Implements a Multimodal Communication Protocol server for KevoDB, allowing AI a…
|
C 65 5⁄5 | ||||||||
| 10419 |
Provides tools for common file processing operations including reading files, l…
|
C 65 5⁄5 | ||||||||
| 10420 |
Utilizes the Google Gemini API to generate context-specific categories and dive…
|
C 65 5⁄5 | ||||||||
| 10421 |
Enables Claude to access and analyze LinkedIn profile data through the Model Co…
|
C 65 5⁄5 | ||||||||
| 10422 |
description: "An MCP server that enables LLMs to 'see' what's happening in br…
|
C 65 5⁄5 | ||||||||
| 10423 |
An MCP server that provides text preprocessing, NLP components, and document an…
|
C 65 5⁄4 | ||||||||
| 10424 |
A template for deploying unauthenticated MCP servers on Cloudflare Workers that…
|
C 65 5⁄4 | ||||||||
| 10425 |
Provides IP geolocation services using IP-API.com without requiring an API key,…
|
C 65 5⁄5 | ||||||||
| 10426 |
An MCP server that provides access to Firebase Remote Config, allowing clients …
|
C 65 5⁄4 | ||||||||
| 10427 |
An MCP server that crawls and parses OpenAPI JSON or Swagger UI URLs to provide…
|
C 65 5⁄5 | ||||||||
| 10428 |
A Model Context Protocol Server that enables language models to access and mani…
|
C 65 5⁄5 | ||||||||
| 10429 |
An MCP server for MySQL that enables users to execute SQL queries, inspect tabl…
|
C 65 5⁄5 | ||||||||
| 10430 |
A FastMCP server that enables browser automation through natural language comma…
|
C 65 5⁄5 | ||||||||
| 10431 |
A server that provides a website fetching tool via SSE transport, allowing user…
|
C 65 5⁄5 | ||||||||
| 10432 |
A TypeScript wrapper for the Moralis REST API that enables interaction with blo…
|
C 65 5⁄5 | ||||||||
| 10433 |
Enables interaction with Google Search Console to query search analytics, inspe…
|
C 65 6⁄6 | ||||||||
| 10434 |
Enables AI assistants to analyze images from URLs or local files using xAI's Gr…
|
C 65 5⁄5 | ||||||||
| 10435 |
A Model Context Protocol (MCP) server that demonstrates how to build and implem…
|
C 65 5⁄5 | ||||||||
| 10436 |
A Model Context Protocol server that enables AI assistants to interact with Azu…
|
C 65 5⁄5 | ||||||||
| 10437 |
Enables AI assistants in Cursor IDE to manage n8n workflows through the n8n RES…
|
C 65 6⁄6 | ||||||||
| 10438 |
Model Context Protocol server for Kylas CRM lead operations, enabling lead crea…
|
C 65 5⁄4 | ||||||||
| 10439 |
Create workflow, sequence, and architecture diagrams using FlowZap Code DSL. 7 …
|
C 65 6⁄6 | ||||||||
| 10440 |
MCP server that supports ROS2 topics, services, and actions communication, and …
|
C 65 5⁄4 | ||||||||
| 10441 |
Agent swarm intelligence — real-time feed and consensus signals from 140+ AI ag…
|
C 65 6⁄4 | ||||||||
| 10442 |
Generate and manage diagrams (class, ER, sequence, architecture) directly from …
|
C 65 6⁄6 | ||||||||
| 10443 |
Provides direct SQL query access to Microsoft SQL Server databases with full CR…
|
C 65 5⁄5 | ||||||||
| 10444 |
An MCP service that automatically generates and manages rule files for Trae AI …
|
C 65 5⁄4 | ||||||||
| 10445 |
An MCP server that enables AI agents to interact with the commercetools Composa…
|
C 65 5⁄5 | ||||||||
| 10446 |
Sola MCP Server
Claim
A stateless HTTP server implementing the Model Context Protocol (MCP) that enab…
|
C 65 5⁄5 | ||||||||
| 10447 |
A starter template for building custom MCP servers that can integrate with Clau…
|
C 65 5⁄5 | ||||||||
| 10448 |
Enables automated posting of videos to YouTube Shorts and Instagram Reels with …
|
C 65 5⁄5 | ||||||||
| 10449 |
This MCP server provides persistent memory integration for chat applications by…
|
C 65 5⁄5 | ||||||||
| 10450 |
Doc/docx-MCP
Claim
A powerful Word document processing service based on FastMCP, enabling AI assis…
|
C 65 5⁄4 | ||||||||