MCP Server Quality Scores
Independent quality analysis of 33692 public MCP servers
Last updated 2 hours, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11301 |
Geocoding MCP server for nominatim, ArcGIS, Bing
|
C 63 5⁄4 | ||||||||
| 11302 |
py-mcp-qdrant-rag
Claim
Enables semantic search and retrieval-augmented generation (RAG) using Qdrant v…
|
C 63 5⁄5 | ||||||||
| 11303 |
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
|
C 63 5⁄5 | ||||||||
| 11304 |
Map text into knowledge graphs to create a structured representation of concept…
|
C 63 6⁄6 | ||||||||
| 11305 |
MCP server that bridges local apps with Selenix for browser automation.
|
C 63 5⁄5 | ||||||||
| 11306 |
Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.
|
C 63 5⁄5 | ||||||||
| 11307 |
Enables AI assistants to interact with Rohlik Group's online grocery delivery s…
|
C 63 6⁄6 | ||||||||
| 11308 |
A template for deploying an MCP server without authentication on Cloudflare Wor…
|
C 63 5⁄5 | ||||||||
| 11309 |
MCP Medium Accelerator
Claim
A Claude Desktop MCP server that extracts and summarizes Medium articles from s…
|
C 63 5⁄4 | ||||||||
| 11310 |
A system that manages person records through natural Turkish language commands …
|
C 63 5⁄4 | ||||||||
| 11311 |
Supabase MCP Server
Claim
Implements the Model Context Protocol to provide LLMs with tools for interactin…
|
C 63 5⁄5 | ||||||||
| 11312 |
Enables currency conversion between 161+ currencies using real-time exchange ra…
|
C 63 5⁄5 | ||||||||
| 11313 |
Enables AI assistants to analyze RenderDoc GPU frame captures for graphics debu…
|
C 63 5⁄4 | ||||||||
| 11314 |
OneSignal MCP Server
Claim
Enables AI assistants to manage OneSignal push notifications, email, SMS, and u…
|
C 63 5⁄5 | ||||||||
| 11315 |
A server that enables web scraping of difficult-to-access websites affected by …
|
C 63 6⁄6 | ||||||||
| 11316 |
Meta-MCP server that unifies multiple AI coding assistants (Codex, Claude Code,…
|
C 63 5⁄5 | ||||||||
| 11317 |
Enables AI systems to remember interactions, understand document context throug…
|
C 63 5⁄5 | ||||||||
| 11318 |
Enables secure Docker command execution from isolated environments like contain…
|
C 63 5⁄4 | ||||||||
| 11319 |
A Model Context Protocol server that enables clients to interact with a system …
|
C 63 5⁄4 | ||||||||
| 11320 |
Enables users to get real-time weather data for any city and generate broadcast…
|
C 63 5⁄5 | ||||||||
| 11321 |
An MCP server for managing career experience data using the JSON Resume schema …
|
C 63 5⁄4 | ||||||||
| 11322 |
Audio MCP Server
Claim
Enables Claude and other AI assistants to interact with your computer's audio s…
|
C 63 5⁄4 | ||||||||
| 11323 |
Integrates Jina.ai's Grounding API with LLMs for real-time, fact-based web cont…
|
C 63 6⁄6 | ||||||||
| 11324 |
A template for deploying MCP servers on Cloudflare Workers without authenticati…
|
C 63 5⁄5 | ||||||||
| 11325 |
Provides tools to retrieve and compare detailed information about countries, in…
|
C 63 5⁄5 | ||||||||
| 11326 |
An AI-focused search engine that enables AI applications to access high-quality…
|
C 63 5⁄5 | ||||||||
| 11327 |
A Model Context Protocol server that enables AI agents to create fully mixed an…
|
C 63 5⁄5 | ||||||||
| 11328 |
A Model Context Protocol server that generates and runs mock API servers from A…
|
C 63 6⁄6 | ||||||||
| 11329 |
An MCP server for accessibility auditing that provides WCAG 2.2 criteria lookup…
|
C 63 5⁄5 | ||||||||
| 11330 |
Provide seamless access to Appfolio Property Manager Reporting API through a st…
|
C 63 6⁄6 | ||||||||
| 11331 |
Provides comprehensive Windows system control including file operations, proces…
|
C 63 5⁄5 | ||||||||
| 11332 |
Connects your Noverload saved content library to AI assistants, enabling search…
|
C 63 6⁄6 | ||||||||
| 11333 |
An MCP server that enables searching for messages and listing channels within a…
|
C 63 5⁄5 | ||||||||
| 11334 |
A Node.js-based MCP server implementing JSON-RPC 2.0, allowing users to generat…
|
C 63 5⁄4 | ||||||||
| 11335 |
An MCP server that runs AI-driven venture capitalist agents whose thinking is c…
|
C 63 5⁄5 | ||||||||
| 11336 |
A secure, local-first MCP server that enables users to query QuickBooks data su…
|
C 63 5⁄4 | ||||||||
| 11337 |
MCP Firebase Server
Claim
A bridge that enables Large Language Models to read from and write to Firebase …
|
C 63 5⁄5 | ||||||||
| 11338 |
Connect your video workflows to cloud storage. Organize and access video assets…
|
C 63 6⁄6 | ||||||||
| 11339 |
MCPServe
Claim
A simple MCP Server with Shell Execution capabilities that can be connected to …
|
C 63 5⁄5 | ||||||||
| 11340 |
Enables Claude to perform comprehensive read and write operations on Google Doc…
|
C 63 6⁄4 | ||||||||
| 11341 |
MCP RAG server: index PDFs, GitHub Repos, YouTube, Discord, Plain Text; query w…
|
C 63 5⁄5 | ||||||||
| 11342 |
Provides virtual filesystem workspaces with full file operations (read, write, …
|
C 63 5⁄5 | ||||||||
| 11343 |
An MCP tool that provides stock market data and analysis using the Yahoo Financ…
|
C 63 5⁄5 | ||||||||
| 11344 |
Enables AI models to interact with Tencent Cloud COS for cloud storage operatio…
|
C 63 5⁄5 | ||||||||
| 11345 |
World geographic data for AI agents. 261 countries, 13.4M cities.
|
C 63 6⁄6 | ||||||||
| 11346 |
An MCP server that provides comprehensive multimodal Retrieval-Augmented Genera…
|
C 63 5⁄4 | ||||||||
| 11347 |
Multi-channel inventory intelligence for Shopify and Amazon sellers. 28 tools f…
|
C 63 6⁄6 | ||||||||
| 11348 |
Enables AI assistants to interact with Salesforce CRM by executing SOQL queries…
|
C 63 5⁄5 | ||||||||
| 11349 |
AI Agent built with Google ADK that leverages Google Maps MCP Server to answer …
|
C 63 5⁄4 | ||||||||
| 11350 |
Pre-trade risk validation and position sizing for AI trading agents via G-formu…
|
C 63 6⁄6 | ||||||||