MCP Server Quality Scores
Independent quality analysis of 69027 public MCP servers
Last updated 5 hours, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6401 |
Enables AI assistants to enhance their responses with relevant documentation th…
|
B 72 5⁄5 | ||||||||
| 6402 |
Enables programmatic access to Bitpanda cryptocurrency exchange features includ…
|
B 72 5⁄5 | ||||||||
| 6403 |
Enables AI agents to automate property maintenance workflows by managing ticket…
|
B 72 5⁄5 | ||||||||
| 6404 |
Enables querying the SMRT framework documentation by automatically routing ques…
|
B 72 5⁄5 | ||||||||
| 6405 |
A Model Context Protocol server that transforms video downloading into a tool-b…
|
B 72 5⁄5 | ||||||||
| 6406 |
Automates comprehensive accounting workflows including bookkeeping, tax plannin…
|
B 72 5⁄4 | ||||||||
| 6407 |
Enables web browsing capabilities for locally served LLMs through URL text fetc…
|
B 72 5⁄5 | ||||||||
| 6408 |
Enables collecting contextual user input through a dedicated Electron window in…
|
B 72 5⁄5 | ||||||||
| 6409 |
Enables searching and browsing Qiita articles, including filtering by tags and …
|
B 72 5⁄5 | ||||||||
| 6410 |
Enables interaction with the Tembo API to manage organization tasks and view en…
|
B 72 5⁄5 | ||||||||
| 6411 |
Integrates Microsoft 365 enterprise data into GitHub Copilot and Claude Desktop…
|
B 72 5⁄5 | ||||||||
| 6412 |
Allows users to search for products, access detailed nutritional and allergen i…
|
B 72 5⁄5 | ||||||||
| 6413 |
Connects Claude Desktop to GoHighLevel CRM with 269+ tools for comprehensive co…
|
B 72 5⁄5 | ||||||||
| 6414 |
The AgentOps MCP server provides access to observability and tracing data for d…
|
B 72 5⁄5 | ||||||||
| 6415 |
This open-source curriculum introduces the fundamentals of Model Context Protoc…
|
B 72 5⁄4 | ||||||||
| 6416 |
Provides comprehensive access to the Plain.com API with over 70 tools for manag…
|
B 72 5⁄5 | ||||||||
| 6417 |
Enables interaction with Overseerr API to manage movie and TV show requests, al…
|
B 72 5⁄5 | ||||||||
| 6418 |
A demonstration TypeScript MCP server that showcases basic MCP concepts with si…
|
B 72 5⁄5 | ||||||||
| 6419 |
Provides tools for multi-chain DeFi operations using the Fibrous SDK, enabling …
|
B 72 5⁄5 | ||||||||
| 6420 |
Enables interaction with AWS Fault Injection Service to create, manage, and exe…
|
B 72 5⁄5 | ||||||||
| 6421 |
A simple MCP server with an echo tool for testing purposes
|
B 72 5⁄5 | ||||||||
| 6422 |
Enables AI agents to create cryptocurrency payments, check payment status, gene…
|
B 72 5⁄5 | ||||||||
| 6423 |
Provides real-time weather forecasts and active weather alerts for US locations…
|
B 72 5⁄5 | ||||||||
| 6424 |
A Model Context Protocol server that connects to Google AI Studio/Gemini API, e…
|
B 72 5⁄5 | ||||||||
| 6425 |
Enables fetching, searching, and analyzing YouTube video transcripts in multipl…
|
B 72 5⁄5 | ||||||||
| 6426 |
Integrates Backlog project management with Claude via Model Context Protocol, e…
|
B 72 5⁄5 | ||||||||
| 6427 |
Connects AI assistants to Supabase projects, enabling them to manage tables, qu…
|
B 72 5⁄5 | ||||||||
| 6428 |
Enables remote Linux server management via SSH, allowing command execution and …
|
B 72 5⁄5 | ||||||||
| 6429 |
Java memory leak diagnostics via jcmd, jmap, jstat, JFR, Eclipse MAT, and async…
|
B 72 5⁄4 | ||||||||
| 6430 |
A lightweight stdio proxy that intercepts and rewrites MCP tool annotations to …
|
B 72 5⁄4 | ||||||||
| 6431 |
Enables interaction with Huawei Cloud Container Engine (CCE) through proprietar…
|
B 72 5⁄4 | ||||||||
| 6432 |
Professional RSS/Atom feed management system with AI-powered analytics includin…
|
B 72 5⁄5 | ||||||||
| 6433 |
A Model Context Protocol server that enables email operations through POP3 and …
|
B 72 5⁄5 | ||||||||
| 6434 |
Provides AI image generation capabilities using Bytedance's SeedDream 4.0 model…
|
B 72 5⁄5 | ||||||||
| 6435 |
A Model Context Protocol server providing web search capabilities using Google …
|
B 72 5⁄5 | ||||||||
| 6436 |
An MCP server that scrapes and transcribes podcast episodes from YouTube or RSS…
|
B 72 5⁄4 | ||||||||
| 6437 |
An MCP server that allows AI models to control YouTube Music playback through G…
|
B 72 5⁄4 | ||||||||
| 6438 |
A minimal MCP server for AI-driven canvas manipulation and visualization using …
|
B 72 5⁄4 | ||||||||
| 6439 |
Helps refine AI-generated content to sound more natural and human-like. Built w…
|
B 72 5⁄5 | ||||||||
| 6440 |
Silicon Friendly
Claim
Directory rating websites on AI-agent-friendliness. Search, lookup, and submit.
|
B 72 6⁄6 | ||||||||
| 6441 |
Automate your local Chrome browser
|
B 72 5⁄5 | ||||||||
| 6442 |
Provide comprehensive flight and accommodation search capabilities using the Du…
|
B 72 5⁄4 | ||||||||
| 6443 |
A multi-language code analysis server that helps LLMs or humans automatically l…
|
B 72 5⁄4 | ||||||||
| 6444 |
A simple FastAPI-based MCP server that provides book-related tools, currently s…
|
B 72 5⁄4 | ||||||||
| 6445 |
Enables interaction with Monica CRM instances to manage contacts, activities, t…
|
B 72 5⁄5 | ||||||||
| 6446 |
Enables AI assistants to generate UML diagrams from text descriptions using Pla…
|
B 72 5⁄4 | ||||||||
| 6447 |
Provides access to FantasyPros API for retrieving sports data including news, p…
|
B 72 5⁄5 | ||||||||
| 6448 |
An MCP server that enables users to manage Google's Jules AI coding agent sessi…
|
B 72 5⁄5 | ||||||||
| 6449 |
A TypeScript-based MCP server that provides project-specific knowledge graph me…
|
B 72 5⁄5 | ||||||||
| 6450 |
Integrates with Keka HR platform to manage employee profiles, attendance, leave…
|
B 72 5⁄5 | ||||||||