MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8151 |
Enables VSCode/Cursor to integrate with Confluence Wiki, allowing AI models to …
|
C 69 5⁄5 | ||||||||
| 8152 |
A Model Context Protocol server for time manipulation tasks, enabling AI models…
|
C 69 5⁄4 | ||||||||
| 8153 |
MCP HTTP Server Demo
Claim
A minimal Model Context Protocol (MCP) server that uses streamable HTTP transpo…
|
C 69 5⁄5 | ||||||||
| 8154 |
Enables secure SSH command execution on remote servers and local PowerShell aut…
|
C 69 5⁄5 | ||||||||
| 8155 |
ollama-mcp-example
Claim
Ollama MCP example for dummies.
|
C 69 5⁄4 | ||||||||
| 8156 |
A Hearthstone deck parsing server that decodes deck codes into detailed card li…
|
C 69 5⁄5 | ||||||||
| 8157 |
Exposes local Ollama instances as tools for Claude Code, allowing users to offl…
|
C 69 5⁄4 | ||||||||
| 8158 |
Connects AI assistants to Interactive Brokers for intelligent portfolio managem…
|
C 69 5⁄4 | ||||||||
| 8159 |
Gmail MCP Server
Claim
Enables Claude AI to directly interact with Gmail through natural language for …
|
C 69 5⁄4 | ||||||||
| 8160 |
A Model Context Protocol server that enables AI agents to interact with Alibaba…
|
C 69 5⁄5 | ||||||||
| 8161 |
Enables AI assistants to analyze documents larger than their context window by …
|
C 69 5⁄5 | ||||||||
| 8162 |
A local Model Context Protocol (MCP) server that exposes custom tools to Claude…
|
C 69 5⁄4 | ||||||||
| 8163 |
my-mcp-server
Claim
A simple Node.js MCP server that exposes three tools: greet for personalized me…
|
C 69 5⁄4 | ||||||||
| 8164 |
A server that enables AI assistants to access, analyze, and understand HackerNe…
|
C 69 5⁄5 | ||||||||
| 8165 |
Enables users to search and retrieve detailed pharmaceutical drug information f…
|
C 69 5⁄5 | ||||||||
| 8166 |
A Model Context Protocol server that provides tools for interacting with the ST…
|
C 69 5⁄5 | ||||||||
| 8167 |
A secure MCP server for executing whitelisted shell commands with resource and …
|
C 69 5⁄5 | ||||||||
| 8168 |
Islands on the Air MCP server. Group lookup, island search, DXCC mapping, nearb…
|
C 69 5⁄4 | ||||||||
| 8169 |
Provides Windows system diagnostic capabilities to AI agents, allowing them to …
|
C 69 5⁄5 | ||||||||
| 8170 |
A full-stack template for building Model Context Protocol (MCP) servers with a …
|
C 69 5⁄5 | ||||||||
| 8171 |
Gmail MCP Agent
Claim
Enables automated Gmail lead nurturing campaigns with intelligent follow-ups, r…
|
C 69 5⁄5 | ||||||||
| 8172 |
A Model Context Protocol (MCP) server that provides onchain tools for Claude AI…
|
C 69 5⁄5 | ||||||||
| 8173 |
Transforms PDF collections into a searchable knowledge base using TF-IDF indexi…
|
C 69 5⁄4 | ||||||||
| 8174 |
A template for creating Model Context Protocol (MCP) servers in TypeScript, off…
|
C 69 5⁄5 | ||||||||
| 8175 |
Allows AI assistants to seamlessly interact with Terminal.shop to browse produc…
|
C 69 5⁄5 | ||||||||
| 8176 |
python-notebook-mcp
Claim
Lightweight Python Notebook MCP - Enable AI assistants to create, edit, and vie…
|
C 69 5⁄4 | ||||||||
| 8177 |
An MCP server that enables LLMs to perform blockchain operations on the Base ne…
|
C 69 5⁄5 | ||||||||
| 8178 |
Enables AI agents to interact with Ethereum smart contracts through Anvil, prov…
|
C 69 5⁄5 | ||||||||
| 8179 |
|
C 69 5⁄4 | ||||||||
| 8180 |
Enables remote server management through SSH and SFTP, supporting command execu…
|
C 69 5⁄5 | ||||||||
| 8181 |
Enables LLM clients to analyze and interact with Power BI (.pbix) files, provid…
|
C 69 5⁄4 | ||||||||
| 8182 |
S3 MCP Server
Claim
Enables interaction with S3-compatible storage services like AWS S3 and Cloudfl…
|
C 69 5⁄5 | ||||||||
| 8183 |
Provides access to Australian Government ICT procurement opportunities from Buy…
|
C 69 5⁄5 | ||||||||
| 8184 |
Claude MCP server that enables secure access to browse and read Android project…
|
C 69 5⁄4 | ||||||||
| 8185 |
Ressl AI MCP Server
Claim
Provides file search functionality with tools for both partial keyword matching…
|
C 69 5⁄5 | ||||||||
| 8186 |
A ledger-cli integration for managing financial transactions and generating rep…
|
C 69 5⁄4 | ||||||||
| 8187 |
Web crawling and RAG implementation that enables AI agents to scrape websites a…
|
C 69 5⁄5 | ||||||||
| 8188 |
Generate, validate, and optimize Adaptive Cards for Teams, Outlook, and Copilot.
|
C 69 5⁄4 | ||||||||
| 8189 |
GitLab + Jira MCP Server
Claim
Enables read-only access to GitLab and Jira data through MCP, allowing users to…
|
C 69 5⁄5 | ||||||||
| 8190 |
Githru Insights
Claim
Discover top contributors by file, branch, or PR area to route reviews and clar…
|
C 69 5⁄4 | ||||||||
| 8191 |
A read-only MCP server that enables users to query Databricks SQL, browse metad…
|
C 69 5⁄4 | ||||||||
| 8192 |
A Model Context Protocol server that facilitates seamless communication between…
|
C 69 5⁄5 | ||||||||
| 8193 |
Sends periodic system notifications to remind users to take breaks and move aro…
|
C 69 5⁄5 | ||||||||
| 8194 |
Integrates Spotify with Claude to enable voice-controlled music playback, playl…
|
C 69 5⁄5 | ||||||||
| 8195 |
"primitive" RAG-like web search model context protocol (MCP) server that runs l…
|
C 69 5⁄4 | ||||||||
| 8196 |
A Model Context Protocol server that allows large language models to search for…
|
C 69 5⁄5 | ||||||||
| 8197 |
Provides access to Norway's official business registry for searching companies,…
|
C 69 5⁄5 | ||||||||
| 8198 |
Unity AI Bridge
Claim
Remote-control Unity Editor from any AI IDE via file-based IPC. 62 tools, zero …
|
C 69 5⁄4 | ||||||||
| 8199 |
A Model Context Protocol server that provides comprehensive access to Microsoft…
|
C 69 5⁄5 | ||||||||
| 8200 |
Provides Android development assistance following NowInAndroid best practices, …
|
C 69 5⁄5 | ||||||||