MCP Server Quality Scores
Independent quality analysis of 33641 public MCP servers
Last updated 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10601 |
Enables searching, downloading, and managing academic papers from arXiv.org thr…
|
C 65 5⁄5 | ||||||||
| 10602 |
An MCP server that enables discovery and interaction with multiple OpenCode ins…
|
C 65 5⁄5 | ||||||||
| 10603 |
Enables dynamic creation and orchestration of hierarchical AI agent teams with …
|
C 65 5⁄5 | ||||||||
| 10604 |
Enables AI assistants to automatically log and manage conversation history with…
|
C 65 5⁄5 | ||||||||
| 10605 |
A Model Context Protocol server that provides real-time Bitcoin blockchain and …
|
C 65 5⁄5 | ||||||||
| 10606 |
Demonstrates how to integrate Model Context Protocol with Server-Sent Events (S…
|
C 65 5⁄5 | ||||||||
| 10607 |
Provides access to real-time stock prices, financial statements, news, and opti…
|
C 65 5⁄5 | ||||||||
| 10608 |
Enables AI assistants to fetch, index, and perform semantic RAG-based searches …
|
C 65 5⁄4 | ||||||||
| 10609 |
Provides tools for AI assistants to explore and interact with MariaDB databases…
|
C 65 5⁄5 | ||||||||
| 10610 |
Provides access to Allen Institute for Neural Dynamics (AIND) metadata and data…
|
C 65 5⁄5 | ||||||||
| 10611 |
A Model Context Protocol gateway that connects to RFK Jr-related endpoints, sup…
|
C 65 5⁄4 | ||||||||
| 10612 |
Multi-cloud pricing comparison across AWS, Azure, GCP, and OCI with 2,700+ inst…
|
C 65 6⁄6 | ||||||||
| 10613 |
A lightweight bridge that wraps OpenAI's built-in tools (like web search and co…
|
C 65 5⁄5 | ||||||||
| 10614 |
Driflyte MCP server which lets AI assistants query topic-specific knowledge fro…
|
C 65 6⁄6 | ||||||||
| 10615 |
A basic MCP server template built with FastMCP that provides simple tools for g…
|
C 65 5⁄5 | ||||||||
| 10616 |
Enables secure role-based querying of company documents across different depart…
|
C 65 5⁄5 | ||||||||
| 10617 |
Enables interaction with Notion workspaces through the Notion API, allowing use…
|
C 65 5⁄5 | ||||||||
| 10618 |
MCP server for SuperJob.ru API — vacancy search, employers. Requires API key.
|
C 65 4⁄4 | ||||||||
| 10619 |
MCP server to provide Jira Tickets information to AI coding agents like Cursor
|
C 65 5⁄5 | ||||||||
| 10620 |
A Model Context Protocol server that connects to a custom JADX fork (JADX-AI) a…
|
C 65 5⁄4 | ||||||||
| 10621 |
A Model Context Protocol server that enables LLMs to explore and interact with …
|
C 65 5⁄5 | ||||||||
| 10622 |
Automate cloud browsers to navigate websites, interact with elements, and extra…
|
C 65 6⁄6 | ||||||||
| 10623 |
An auto-generated Model Context Protocol Server that enables interaction with G…
|
C 65 5⁄4 | ||||||||
| 10624 |
AI Personal Hub
Claim
Unified personal assistant MCP server that connects local files, GitHub reposit…
|
C 65 5⁄4 | ||||||||
| 10625 |
Provides cross-platform device information including system specs, battery stat…
|
C 65 5⁄4 | ||||||||
| 10626 |
AI-powered persona analysis and Focus Group Interview (FGI) system that creates…
|
C 65 5⁄5 | ||||||||
| 10627 |
Enables the dynamic generation of various software development diagrams, such a…
|
C 65 5⁄5 | ||||||||
| 10628 |
An MCP server for MySQL that enables users to execute SQL queries, inspect tabl…
|
C 65 5⁄5 | ||||||||
| 10629 |
Provides comprehensive data for A-shares, Hong Kong, and US stocks alongside cr…
|
C 65 5⁄5 | ||||||||
| 10630 |
MCP server for real-time token prices on Base from on-chain DEX pools.
|
C 65 5⁄5 | ||||||||
| 10631 |
my-mcp-server
Claim
|
C 65 5⁄4 | ||||||||
| 10632 |
Enables control of FreeCAD CAD software from Claude Desktop through natural lan…
|
C 65 5⁄5 | ||||||||
| 10633 |
Provides policy-based access control, incident tracking, and compliance monitor…
|
C 65 5⁄5 | ||||||||
| 10634 |
A powerful AI service platform that provides complete MCP tool calling capabili…
|
C 65 5⁄5 | ||||||||
| 10635 |
Team experience database - let AI accumulate, retrieve and apply team knowledge…
|
C 65 5⁄4 | ||||||||
| 10636 |
A Model Context Protocol server that provides programmatic access to Amazon EKS…
|
C 65 5⁄5 | ||||||||
| 10637 |
An MCP server that packs repositories into AI-friendly files using the Repomix …
|
C 65 5⁄5 | ||||||||
| 10638 |
MCP server for Google Gemini — free image generation, editing & chat via browse…
|
C 65 5⁄4 | ||||||||
| 10639 |
A universal MCP (Model Context Protocol) server to integrate any API with Claud…
|
C 65 5⁄5 | ||||||||
| 10640 |
A Python-based MCP server that enables AI assistants to search for infographics…
|
C 65 5⁄5 | ||||||||
| 10641 |
Provides real-time cryptocurrency market data and technical indicators (EMA, MA…
|
C 65 5⁄5 | ||||||||
| 10642 |
A Model Context Protocol server for reading and analyzing binary files, with in…
|
C 65 5⁄4 | ||||||||
| 10643 |
An MCP server that provides AI assistants with access to Astro documentation, e…
|
C 65 5⁄4 | ||||||||
| 10644 |
An MCP server and web application that enables natural language medical queries…
|
C 65 5⁄5 | ||||||||
| 10645 |
A Model Context Protocol server that provides real-time access to Zillow real e…
|
C 65 5⁄5 | ||||||||
| 10646 |
Exposes the Fathom AI meeting intelligence API to Claude, allowing users to lis…
|
C 65 5⁄5 | ||||||||
| 10647 |
A MCP server playing chess against LLMs.
|
C 65 5⁄4 | ||||||||
| 10648 |
A Gradio-based MCP server for comprehensive CMake project management that enabl…
|
C 65 5⁄5 | ||||||||
| 10649 |
An MCP server for Mathematical expression calculation
|
C 65 5⁄4 | ||||||||
| 10650 |
Robinhood MCP
Claim
Integrates with Robinhood API and LLMs like Perplexity to provide AI-powered po…
|
C 65 5⁄5 | ||||||||