MCP Server Quality Scores
Independent quality analysis of 61082 public MCP servers
Last updated 3 hours, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 30051 |
presonus-studiolive-mcp
Claim
Connects AI coding agents to PreSonus StudioLive III mixers over the local netw…
|
— | ||||||||
| 30052 |
@atef_andrus/mcp-ripgrep
Claim
An MCP server that wraps ripgrep to provide powerful text search, search-and-re…
|
— | ||||||||
| 30053 |
Zileo Docs
Claim
MCP server for indexing, semantic search, and generation of multi-format docume…
|
— | ||||||||
| 30054 |
YouTube MCP Server
Claim
Enables AI models to search, retrieve, and analyze YouTube videos, channels, pl…
|
— | ||||||||
| 30055 |
Zipp
Claim
Multi-language crypto news with editorial sentiment + importance scoring; cites…
|
— | ||||||||
| 30056 |
bvcc-agent-wallet
Claim
Non-custodial BVCC Agent Wallet on-chain for AI agents: balances, transfers, ap…
|
— | ||||||||
| 30057 |
Kubeflow MCP Server
Claim
Enables AI agents to plan, submit, monitor, and manage Kubeflow training jobs t…
|
— | ||||||||
| 30058 |
mcp-recherche-entreprise
Claim
Enables searching for French companies using the official data.gouv.fr API, wit…
|
— | ||||||||
| 30059 |
MCP server that allows AI agents to fetch and process llms.txt documentation fr…
|
— | ||||||||
| 30060 |
gemini-video-mcp-server
Claim
Enables AI coding assistants like Claude Code and Cursor to analyze and underst…
|
— | ||||||||
| 30061 |
wxpush-mcp
Claim
Wraps WeChat push capability as MCP tools, allowing users to send WeChat templa…
|
— | ||||||||
| 30062 |
mcp-sling
Claim
Enables interaction with the Sling scheduling and workforce management platform…
|
— | ||||||||
| 30063 |
mcp-sql-api
Claim
Enables natural language database querying through GPT-powered SQL generation a…
|
— | ||||||||
| 30064 |
seo-mcp
Claim
MCP server that gives AI assistants live access to Google Search Console and Bi…
|
— | ||||||||
| 30065 |
brightdata-mcp
Claim
Discover, extract, and interact with the web - one interface powering automated…
|
— | ||||||||
| 30066 |
whichmodel-mcp
Claim
A model routing advisor for autonomous agents — get cost-optimised LLM recommen…
|
— | ||||||||
| 30067 |
ASO Score MCP
Claim
Scans websites to evaluate agent-readiness and produce an ASO Score Report acro…
|
— | ||||||||
| 30068 |
Provides AI agents with enterprise-grade access to Kotlin-based Android develop…
|
— | ||||||||
| 30069 |
Metabase MCP Server
Claim
Enables AI assistants to interact with Metabase's analytics platform, managing …
|
— | ||||||||
| 30070 |
Event-sourced world model for multi-LLM agents: propose, validate, and read a s…
|
— | ||||||||
| 30071 |
mcp-1
Claim
|
— | ||||||||
| 30072 |
license-checker-ai-mcp
Claim
license-checker-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 30073 |
freecad-mcp
Claim
Enables to control FreeCAD from Claude Desktop through MCP, allowing CAD operat…
|
— | ||||||||
| 30074 |
agentalmanac-mcp
Claim
Enables searching and retrieving details of 9,000+ MCP servers from the Agent A…
|
— | ||||||||
| 30075 |
MCP server for Canva - create designs, manage assets, use templates, export gra…
|
— | ||||||||
| 30076 |
Revelata deepKPI
Claim
Fundamental data, including operating KPIs, you can't even find on Bloomberg — …
|
— | ||||||||
| 30077 |
PostcardAI MCP Server
Claim
Enables AI assistants to create, design, and send physical postcards directly t…
|
— | ||||||||
| 30078 |
ContextCore MCP
Claim
A personal AI assistant that connects git history, Gmail, Google Calendar, and …
|
— | ||||||||
| 30079 |
An MCP Server that enables interaction with Zoom's API through the Multi-Agent …
|
— | ||||||||
| 30080 |
An MCP server that gives Claude IDE capabilities inside VS Code and Cursor, ena…
|
— | ||||||||
| 30081 |
MCP Memory
Claim
MCP Memory is a MCP Server that gives clients like Cursor and Claude the abilit…
|
— | ||||||||
| 30082 |
Claude Memory MCP
Claim
Persistent, searchable per-project memory for Claude Code using DuckDB and vect…
|
— | ||||||||
| 30083 |
A template for building MCP servers in Next.js applications using the Vercel MC…
|
— | ||||||||
| 30084 |
agent-teams-ai
Claim
You're the boss, agents are your team. They handle tasks on their own, message …
|
— | ||||||||
| 30085 |
redmine-mcp
Claim
A stateless MCP server for Redmine that allows users to interact with issues, t…
|
— | ||||||||
| 30086 |
Enables real-time web search with source citations by leveraging Perplexity AI'…
|
— | ||||||||
| 30087 |
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
|
— | ||||||||
| 30088 |
PDFSizeAnalyzer-MCP
Claim
Enables comprehensive PDF analysis and manipulation including page size analysi…
|
— | ||||||||
| 30089 |
APS MCP Server
Claim
Enables interaction with Autodesk ACC (Autodesk Construction Cloud) through the…
|
— | ||||||||
| 30090 |
An MCP server for securely executing Python code, supporting STDIO, Streamable …
|
— | ||||||||
| 30091 |
Offers real-time stock prices, sector and historical analysis, top performers f…
|
— | ||||||||
| 30092 |
After Effects MCP Server
Claim
Enables AI assistants to control Adobe After Effects for composition, layer, ef…
|
— | ||||||||
| 30093 |
Document OCR MCP Server
Claim
An AI-powered MCP server that extracts structured data from Indian identity doc…
|
— | ||||||||
| 30094 |
IBANforge
Claim
IBAN validation, BIC/SWIFT lookup, Swiss clearing, SEPA compliance and risk ind…
|
— | ||||||||
| 30095 |
Air-gapped Markdown/PDF to Word converter with brand templates and audit loggin…
|
— | ||||||||
| 30096 |
Aguara MCP
Claim
Security scanner for AI agent skills and MCP servers
|
— | ||||||||
| 30097 |
Book Database MCP Server
Claim
Enables querying a curated book database using MCP tools to retrieve basic or d…
|
— | ||||||||
| 30098 |
Easy8
Claim
Connect AI assistants to Easy8 — read and update projects, issues, and comments.
|
— | ||||||||
| 30099 |
Mida MCP Server
Claim
Enables AI to automatically perform Root Cause Analysis for app issues (e.g., s…
|
— | ||||||||
| 30100 |
mimari-ai
Claim
Turkey Building Regulations & Architectural Standards AI Assistant. 147 regulat…
|
— | ||||||||