MCP Server Quality Scores
Independent quality analysis of 33692 public MCP servers
Last updated 1 hour, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◎ Verified Scores | ||||||||||
| 18801 |
A fully-featured coding agent that relies on symbolic code operations by using …
|
F 30 4⁄4 | ||||||||
| 18802 |
Enables creation, management, and templating of prompts through a simplified SO…
|
F 30 5⁄5 | ||||||||
| 18803 |
MCP Server that connects AI agents to [Chargebee platform](https://www.chargebe…
|
F 30 4⁄4 | ||||||||
| 18804 |
Enables transcription of YouTube videos to extract video titles, full transcrip…
|
F 30 4⁄4 | ||||||||
| 18805 |
Provides a scalable knowledge graph implementation for Model Context Protocol u…
|
F 30 5⁄5 | ||||||||
| 18806 |
Find relevant security data from Sentinel data lake for building effective agen…
|
F 30 5⁄5 | ||||||||
| 18807 |
MCP Server for JFrog, providing tools for development and artifact management.
|
F 30 5⁄5 | ||||||||
| 18808 |
Analyzing any TikTok account via AI. Set up guide here: https://viral.app/tools…
|
F 30 5⁄5 | ||||||||
| 18809 |
An MCP server for deep research or task groups
|
F 30 5⁄5 | ||||||||
| 18810 |
Enables AI assistants to interact with Scalekit's identity and access managemen…
|
F 30 4⁄4 | ||||||||
| 18811 |
Official PixVerse Model Context Protocol (MCP) server that enables interaction …
|
F 30 5⁄5 | ||||||||
| 18812 |
A Model Context Protocol (MCP) server for interacting with Ghost CMS through LL…
|
F 30 5⁄5 | ||||||||
| 18813 |
A MCP Server For LINUX DO community
|
F 30 5⁄5 | ||||||||
| 18814 |
AI code quality gate detecting hallucinated packages, phantom dependencies, sta…
|
F 30 4⁄4 | ||||||||
| 18815 |
AI-powered photogrammetry automation — MCP server for Agisoft Metashape Profess…
|
F 30 4⁄4 | ||||||||
| 18816 |
Provides comprehensive influencer marketing data from Instagram, YouTube, and T…
|
F 30 5⁄5 | ||||||||
| 18817 |
Enables management of TestRail projects, test cases, runs, and results directly…
|
F 30 4⁄4 | ||||||||
| 18818 |
Access comprehensive Brazilian public data across economic, judicial, environme…
|
F 30 5⁄5 | ||||||||
| 18819 |
Let LLM help you achieve your regression analysis with Stata
|
F 30 5⁄5 | ||||||||
| 18820 |
An MCP server for Text2SQL: transforms natural language into SQL using graph sc…
|
F 30 5⁄5 | ||||||||
| 18821 |
Provides Multi-Agent Conversation Protocol access to Google Cloud TPU services,…
|
F 30 4⁄4 | ||||||||
| 18822 |
Up-to-date Docs for AI Agents.
|
F 30 5⁄5 | ||||||||
| 18823 |
AI-powered translation for 48 languages with context-aware quality
|
F 30 4⁄4 | ||||||||
| 18824 |
MCP server for Naver Search API integration, supporting blog, news, shopping se…
|
F 30 4⁄4 | ||||||||
| 18825 |
An MCP server that lets LLMs plan and manage itineraries with interactive maps …
|
F 30 4⁄4 | ||||||||
| 18826 |
Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new da…
|
F 30 5⁄5 | ||||||||
| 18827 |
Access Pretorin compliance systems, controls, evidence, and narratives from you…
|
F 30 4⁄4 | ||||||||
| 18828 |
FichePro for Claude
Claim
E-commerce autonomy for dropshippers — listings, SEO, catalog audit, niche & ad…
|
F 30 5⁄5 | ||||||||
| 18829 |
|
F 30 5⁄3 | ||||||||
| 18830 |
Persistent cloud memory for Ai coding assistants. 29 MCP tools. Encrypted at re…
|
F 30 5⁄3 | ||||||||
| 18831 |
Enables analysis of GeoGuessr game statistics, performance tracking, and strate…
|
F 30 4⁄4 | ||||||||
| 18832 |
Enables advanced audio transcription, text-to-speech generation, and audio proc…
|
F 30 5⁄5 | ||||||||
| 18833 |
🧩 Build AI-powered MCP Tools with Azure Functions, Durable Agents & Cosmos vect…
|
F 30 5⁄5 | ||||||||
| 18834 |
🐕⚡「极简至上 效率为王 秒级接入 一链即用」的 AI Bot
|
F 30 5⁄5 | ||||||||
| 18835 |
MCP server acting as an interface to the Facebook Ads, enabling programmatic ac…
|
F 30 4⁄4 | ||||||||
| 18836 |
一个轻量级的 Python Web 框架，一站式集成 MCP SSE、StreamHTTP 和 MCPO 协议，助你轻松构建MCP Server🔥
|
F 30 5⁄5 | ||||||||
| 18837 |
Windows automation MCP offering
* AI Vision (e.g. Click by Description)
* Wind…
|
F 30 5⁄5 | ||||||||
| 18838 |
|
F 30 4⁄4 | ||||||||
| 18839 |
Integrates Tanda Workforce API with AI assistants to manage employee schedules,…
|
F 30 5⁄5 | ||||||||
| 18840 |
AML Watcher MCP Server gives AI agents direct, real-time access to AML Watcher'…
|
F 30 5⁄5 | ||||||||
| 18841 |
An MCP server that allows searching for and retrieving information about Model …
|
F 30 5⁄5 | ||||||||
| 18842 |
Desktop GUI automation using accessibility APIs. Control Windows, macOS, and Li…
|
F 30 5⁄5 | ||||||||
| 18843 |
MCP server for Suno AI music generation, lyrics, and covers
|
F 30 4⁄4 | ||||||||
| 18844 |
An MCP server that provides access to the jOOQ documentation
|
F 30 5⁄5 | ||||||||
| 18845 |
Enables searching and retrieving Godot Engine documentation across multiple ver…
|
F 30 5⁄5 | ||||||||
| 18846 |
Universal coordination protocol for AI agents. Discovery, matching, and negotia…
|
F 30 4⁄4 | ||||||||
| 18847 |
Lean & Secure Bot
|
F 30 4⁄4 | ||||||||
| 18848 |
A Model Context Protocol server for Wix AI tools
|
F 29 5⁄5 | ||||||||
| 18849 |
Solana swap quotes via Jupiter — best route, price impact, priority fees, USD p…
|
F 29 5⁄5 | ||||||||
| 18850 |
Top Hyperliquid trader positions — long/short, size, PnL, leverage, sentiment. …
|
F 29 5⁄5 | ||||||||