MCP Server Quality Scores
Independent quality analysis of 60387 public MCP servers
Last updated 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24101 |
Tools and resources for writing Effect code in Typescript.
|
D 54 4⁄4 | ||||||||
| 24102 |
An MCP tool server that provides stateful, TUI-compatible terminal sessions.
|
D 54 4⁄3 | ||||||||
| 24103 |
Manage Docker infrastructure across multiple homelab hosts including Unraid, Pr…
|
D 54 4⁄4 | ||||||||
| 24104 |
LLM-native optimization solver: LP, MIP, portfolio & scheduling via HiGHS/OR-To…
|
D 54 4⁄3 | ||||||||
| 24105 |
mkinf SDK to interact with mkinf hub MCP servers
|
D 54 4⁄3 | ||||||||
| 24106 |
|
D 54 3⁄3 | ||||||||
| 24107 |
Bytemine MCP Server – Search 130M+ B2B contacts and enrich profiles with verifi…
|
D 54 3⁄3 | ||||||||
| 24108 |
mcp-azure-devops
Claim
Azure DevOps MCP for querying repositories, pipelines, work items, and delivery…
|
D 54 4⁄3 | ||||||||
| 24109 |
Compute log mean temperature difference for heat exchanger analysis. Choose Cel…
|
D 54 3⁄3 | ||||||||
| 24110 |
A template for deploying authentication-free MCP servers on Cloudflare Workers …
|
D 54 4⁄4 | ||||||||
| 24111 |
Enables secure remote access operations through SSH, SFTP, rsync, VPN, and tunn…
|
D 54 4⁄4 | ||||||||
| 24112 |
Enables username enumeration across 400+ social media platforms using the Sherl…
|
D 54 4⁄4 | ||||||||
| 24113 |
A Model Context Protocol server that provides AI coding assistants with direct …
|
D 54 4⁄4 | ||||||||
| 24114 |
MCP proxy that wraps any MCP server and transparently converts JSON responses i…
|
D 54 4⁄4 | ||||||||
| 24115 |
BaseLayer
Claim
Re-usable multi part components built on React Aria and TailwindCSS.
|
D 54 4⁄3 | ||||||||
| 24116 |
Enables AI assistants to generate images, text, and audio content through the P…
|
D 54 4⁄4 | ||||||||
| 24117 |
Provides access to comprehensive financial market data from Massive.com API, in…
|
D 54 4⁄4 | ||||||||
| 24118 |
Provides natural language access to South Korean corporate disclosure data, fin…
|
D 54 4⁄4 | ||||||||
| 24119 |
An MCP server for the Plane project management platform that enables users to m…
|
D 54 4⁄4 | ||||||||
| 24120 |
Raworc MCP Server
Claim
Enables AI assistants to interact with Raworc's agent runtime platform through …
|
D 54 4⁄4 | ||||||||
| 24121 |
A lightweight server that enables AI assistants like Cursor & Claude to read fr…
|
D 54 4⁄3 | ||||||||
| 24122 |
Enables AI agents to manage personal expenses through natural language conversa…
|
D 54 4⁄4 | ||||||||
| 24123 |
A Solana blockchain interaction server that allows AI tools to query blockchain…
|
D 54 4⁄4 | ||||||||
| 24124 |
A FastAPI-based Model Context Protocol server that enables tool discovery, invo…
|
D 54 4⁄4 | ||||||||
| 24125 |
Foxit PDF API MCP Server
Claim
MCP server that exposes Foxit PDF API capabilities via stdio.
|
D 54 4⁄3 | ||||||||
| 24126 |
MCP Calculator
Claim
A protocol interface that extends AI capabilities by enabling models to interac…
|
D 54 4⁄4 | ||||||||
| 24127 |
MCP Weather Server
Claim
Enables AI agents to access real-time and historical weather data through multi…
|
D 54 4⁄4 | ||||||||
| 24128 |
A Model Context Protocol server that provides AI models with structured access …
|
D 54 4⁄4 | ||||||||
| 24129 |
|
D 54 3⁄3 | ||||||||
| 24130 |
Enables LLMs to interact with Atlassian Jira Data Center through natural langua…
|
D 54 4⁄4 | ||||||||
| 24131 |
An MCP server providing comprehensive Gitea API coverage with 186 tools for man…
|
D 54 4⁄4 | ||||||||
| 24132 |
An MCP server that provides detailed information about your development environ…
|
D 54 4⁄3 | ||||||||
| 24133 |
Ethereum MCP Server
Claim
Enables AI agents to interact with Ethereum blockchain by querying ETH and ERC-…
|
D 54 4⁄4 | ||||||||
| 24134 |
Enables AI assistants to create, validate, and visualize ArchiMate 3.2 enterpri…
|
D 54 4⁄4 | ||||||||
| 24135 |
Enables comprehensive personal task management through specialized MCP servers …
|
D 54 4⁄3 | ||||||||
| 24136 |
|
D 54 3⁄3 | ||||||||
| 24137 |
Enables asynchronous and parallel execution of Claude Code tasks across multipl…
|
D 54 4⁄3 | ||||||||
| 24138 |
A bridge that connects the Model Context Protocol to the Gemini CLI via the Age…
|
D 54 4⁄4 | ||||||||
| 24139 |
An MCP Server that provides a conversational interface to the DoubleClick Bid M…
|
D 54 4⁄3 | ||||||||
| 24140 |
Generates UUIDv7 strings either individually or in batches, providing time-sort…
|
D 54 4⁄4 | ||||||||
| 24141 |
The GitKraken MCP Server turns your AI assistant into a context-aware developme…
|
D 54 3⁄3 | ||||||||
| 24142 |
dotfiles
Claim
|
D 54 3⁄3 | ||||||||
| 24143 | D 54 4⁄3 | |||||||||
| 24144 |
A local vector database system that provides LLM coding agents with fast, effic…
|
D 54 4⁄3 | ||||||||
| 24145 |
Enables interaction with AWS S3 through MCP, supporting bucket and object manag…
|
D 54 4⁄4 | ||||||||
| 24146 |
Provides up-to-date Python package manager commands by cross-referencing offici…
|
D 54 4⁄4 | ||||||||
| 24147 |
An MCP server that helps novice developers deploy web applications through conv…
|
D 54 4⁄4 | ||||||||
| 24148 |
Enables comprehensive video and audio processing using FFmpeg, supporting tasks…
|
D 54 4⁄3 | ||||||||
| 24149 |
kitwork
Claim
Automate kit workflows effortlessly with a lightweight, high-performance, fast,…
|
D 54 4⁄3 | ||||||||
| 24150 |
AI-News-Briefing
Claim
📰 An automated, multi-agent research ops AI pipeline that gathers daily AI news…
|
D 54 4⁄3 | ||||||||
