MCP Server Quality Scores
Independent quality analysis of 33790 public MCP servers
Last updated 1 hour, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13401 |
MCP server for Apple Store Connect API integration with OAuth authentication su…
|
C 58 6⁄4 | ||||||||
| 13402 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 58 5⁄4 | ||||||||
| 13403 |
Enables AI agents to perform semantic search over codebases by converting natur…
|
C 58 5⁄5 | ||||||||
| 13404 |
A Model Context Protocol server implementation that provides mathematical opera…
|
C 58 5⁄5 | ||||||||
| 13405 |
An MCP server that integrates with local Ollama LLMs to provide financial analy…
|
C 58 5⁄4 | ||||||||
| 13406 |
Discover the latest arXiv papers by category and keyword. Control how many resu…
|
C 58 6⁄6 | ||||||||
| 13407 |
MCP Prompt Enhancer
Claim
Intelligently analyzes codebases to enhance LLM prompts with relevant context, …
|
C 58 5⁄4 | ||||||||
| 13408 |
A minimal Model Context Protocol server that facilitates network-based client c…
|
C 58 5⁄5 | ||||||||
| 13409 |
Enables interaction with the kickflow workflow management API through MCP, supp…
|
C 58 6⁄6 | ||||||||
| 13410 |
A demonstration server designed to showcase core Model Context Protocol (MCP) p…
|
C 58 5⁄5 | ||||||||
| 13411 |
Enables web search capabilities through the Tavily API, allowing users to perfo…
|
C 58 5⁄5 | ||||||||
| 13412 |
Cursor Sound MCP
Claim
Provides audio feedback by playing sound effects when Cursor AI completes code …
|
C 58 5⁄4 | ||||||||
| 13413 |
Provides comprehensive natural language control over Google Workspace services …
|
C 58 6⁄6 | ||||||||
| 13414 |
Enables AI assistants to interact with Jira Cloud instances for comprehensive i…
|
C 58 6⁄6 | ||||||||
| 13415 |
A custom MCP server that provides AI applications with access to an Artificial …
|
C 58 5⁄5 | ||||||||
| 13416 |
15 AI revenue intelligence tools for Salesforce — pipeline, deals, coaching, co…
|
C 58 6⁄6 | ||||||||
| 13417 |
A Model Context Protocol server that requires user authentication via Auth0 bef…
|
C 58 5⁄5 | ||||||||
| 13418 |
Enables AI assistants to search academic literature and retrieve detailed metad…
|
C 58 5⁄5 | ||||||||
| 13419 |
An MCP server that integrates various penetration testing tools, enabling secur…
|
C 58 5⁄4 | ||||||||
| 13420 |
Provides a standardized interface for AI assistants to interact with MongoDB da…
|
C 58 5⁄5 | ||||||||
| 13421 |
A Model Context Protocol server implementation that connects to AWS Cognito for…
|
C 58 5⁄5 | ||||||||
| 13422 |
Integrate your applications with real-world data and tools seamlessly. Access f…
|
C 58 5⁄4 | ||||||||
| 13423 |
A Model Context Protocol server that provides secure, sandboxed file system ope…
|
C 58 5⁄4 | ||||||||
| 13424 |
mermaid-mcp
Claim
AI-powered Mermaid diagram generation with 22+ diagram types including flowchar…
|
C 58 6⁄6 | ||||||||
| 13425 |
A server that integrates trained Random Forest models with Bee Framework, enabl…
|
C 58 5⁄4 | ||||||||
| 13426 |
Enables querying a vector database of machine learning FAQs and performing web …
|
C 58 5⁄4 | ||||||||
| 13427 |
manim-mcp-server
Claim
A local MCP server that generates animations using Manim.
|
C 58 5⁄4 | ||||||||
| 13428 |
KeyProbe
Claim
Audit certificates and keystores to surface expiry risks, weak algorithms, and …
|
C 58 5⁄4 | ||||||||
| 13429 |
MCP server that fetches LinkedIn profile information using the Fresh LinkedIn P…
|
C 58 5⁄5 | ||||||||
| 13430 |
A Python microservice that provides utilities for retrieving current times and …
|
C 58 5⁄5 | ||||||||
| 13431 |
A Model Context Protocol server that provides AI assistants with comprehensive …
|
C 58 6⁄4 | ||||||||
| 13432 |
Enables management of Shopify orders through the Admin REST API, allowing users…
|
C 58 6⁄6 | ||||||||
| 13433 |
Enables AI assistants to interact with Gitea repositories through intelligent t…
|
C 58 6⁄6 | ||||||||
| 13434 |
Stock Data MCP Server
Claim
Provides real-time stock market data through Yahoo Finance without requiring an…
|
C 58 6⁄6 | ||||||||
| 13435 |
Enables interaction with Bilibili (B站) platform through API and web scraping. S…
|
C 58 5⁄5 | ||||||||
| 13436 |
E0N-MCP-FOR-ETH
Claim
just a simple test for education
|
C 58 5⁄5 | ||||||||
| 13437 |
An MCP server that enables AI assistants to interact with Obsidian vaults by pr…
|
C 58 5⁄4 | ||||||||
| 13438 |
Enables analysis of academic author networks and research collaborations by ret…
|
C 58 5⁄5 | ||||||||
| 13439 |
Enables scheduling and managing appointments through a PostgreSQL database, all…
|
C 58 5⁄5 | ||||||||
| 13440 |
Query GPT-5, Claude, Gemini, and Grok simultaneously through one MCP server
|
C 58 6⁄4 | ||||||||
| 13441 |
A MCP server that allows searching for files in the filesystem based on path fr…
|
C 58 5⁄4 | ||||||||
| 13442 |
A Model Control Protocol server that provides access to Turkey's Public Disclos…
|
C 58 5⁄4 | ||||||||
| 13443 |
Enables AI models to generate interactive, clickable code walkthrough diagrams …
|
C 58 6⁄6 | ||||||||
| 13444 |
Enables AI assistants to manage employee data through a REST API with full CRUD…
|
C 58 5⁄4 | ||||||||
| 13445 |
An MCP server that enables Git repository operations and GitHub PR workflows, a…
|
C 58 5⁄5 | ||||||||
| 13446 |
An MCP server that tracks Ethereum’s validator activation and exit queues in re…
|
C 58 5⁄5 | ||||||||
| 13447 |
Connects Sketchup to Claude AI through the Model Context Protocol, allowing Cla…
|
C 58 5⁄5 | ||||||||
| 13448 |
Enables AI assistants to interact with MySQL databases through natural language…
|
C 58 5⁄5 | ||||||||
| 13449 |
An MCP server that enables AI agents to read, create, and modify Google Spreads…
|
C 58 6⁄6 | ||||||||
| 13450 |
FastMCP
Claim
A lightweight Model Context Protocol server that enables creating, managing, an…
|
C 58 5⁄5 | ||||||||