MCP Server Quality Scores
Independent quality analysis of 33593 public MCP servers
Last updated 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9151 |
MCP server for codewiki.google: search repos, fetch wiki docs, ask questions
|
C 68 5⁄5 | ||||||||
| 9152 |
A Node.js-based MCP server that extracts numbers from text and generates statis…
|
C 68 5⁄5 | ||||||||
| 9153 |
Plausible MCP Server
Claim
Allows AI models to query and retrieve analytics data from Plausible Analytics …
|
C 68 5⁄5 | ||||||||
| 9154 |
MCP PDF Server
Claim
A Model Context Protocol (MCP) based server that efficiently manages PDF files,…
|
C 68 5⁄5 | ||||||||
| 9155 |
Enables Claude to remember information about users across chats using a persist…
|
C 68 5⁄5 | ||||||||
| 9156 |
google-ads-mcp-server
Claim
MCP server acting as an interface to the Google Ads, enabling programmatic acce…
|
C 68 5⁄5 | ||||||||
| 9157 |
Transforms CSV data into beautiful visualizations including line charts, bar gr…
|
C 68 5⁄5 | ||||||||
| 9158 |
Enables interaction with the RCSB Protein Data Bank to search, analyze, and vis…
|
C 68 5⁄5 | ||||||||
| 9159 |
A Model Context Protocol server to run other MCP servers
|
C 68 5⁄4 | ||||||||
| 9160 |
Enables AI assistants to interact with Coolify self-hosted instances for applic…
|
C 68 5⁄5 | ||||||||
| 9161 |
Provides tools for AI agents to manage long-term memories, daily notes, and TOD…
|
C 68 5⁄4 | ||||||||
| 9162 |
An MCP server that enables AI to control WhatsApp Web via Puppeteer Stealth for…
|
C 68 5⁄4 | ||||||||
| 9163 |
Provides real-time access to Transport for London data, enabling users to check…
|
C 68 5⁄5 | ||||||||
| 9164 |
Zero-knowledge encrypted vault for AI agents. EU-hosted persistent storage.
|
C 68 5⁄4 | ||||||||
| 9165 |
A Model Context Protocol server that enables LLMs to send, edit, and delete Dis…
|
C 68 5⁄5 | ||||||||
| 9166 |
Manages knowledge graph data synchronized with GitHub repositories, enabling re…
|
C 68 5⁄5 | ||||||||
| 9167 |
An MCP server that provides [describe what your server does]
|
C 68 5⁄4 | ||||||||
| 9168 |
Provides access to National Weather Service (NWS) data, enabling users to retri…
|
C 68 5⁄5 | ||||||||
| 9169 |
MCP server for data visualization with Mermaid charts.
|
C 68 5⁄4 | ||||||||
| 9170 |
An MCP-based project that integrates Zhipu AI and Tencent Map APIs to provide w…
|
C 68 5⁄5 | ||||||||
| 9171 |
Advanced Model Context Protocol server that integrates Gemini AI with Tailwind …
|
C 68 5⁄5 | ||||||||
| 9172 |
Analyzes local Git repositories to provide detailed insights into commit statis…
|
C 68 5⁄4 | ||||||||
| 9173 |
An MCP server that enables users to search for government grants based on keywo…
|
C 68 5⁄5 | ||||||||
| 9174 |
An MCP server with integrated ATXP micropayment functionality that requires USD…
|
C 68 5⁄5 | ||||||||
| 9175 |
Provides access to Marginalia Search for discovering non-commercial and indepen…
|
C 68 5⁄5 | ||||||||
| 9176 |
|
C 67 5⁄5 | ||||||||
| 9177 |
Playwright MCP
Claim
Enables browser automation and web scraping by exposing Playwright tools throug…
|
C 67 5⁄4 | ||||||||
| 9178 |
A Python-based MCP server that enables AI-assisted log file analysis with featu…
|
C 67 5⁄5 | ||||||||
| 9179 |
An MCP server that provides comprehensive xAI/Grok API documentation, allowing …
|
C 67 5⁄5 | ||||||||
| 9180 |
A specialized server that helps users create new Model Context Protocol (MCP) s…
|
C 67 5⁄5 | ||||||||
| 9181 |
A Model Context Protocol server that connects LLMs to GIS operations, enabling …
|
C 67 5⁄5 | ||||||||
| 9182 |
google-mcp
Claim
Streamable HTTP MCP server for Google Calendar and Sheets with OAuth login.
|
C 67 6⁄6 | ||||||||
| 9183 |
JP's MCP Collection
Claim
A comprehensive utility MCP server that enables AI assistants to execute system…
|
C 67 5⁄5 | ||||||||
| 9184 |
A lightweight server for Samsung SmartThings, offering tools to manage devices …
|
C 67 5⁄5 | ||||||||
| 9185 |
A TypeScript-based server that visualizes project directory structures in Markd…
|
C 67 5⁄5 | ||||||||
| 9186 |
Connects Claude Desktop directly to GoHighLevel CRM accounts with 269+ tools ac…
|
C 67 5⁄5 | ||||||||
| 9187 |
Transforms Claude from a code generator into a programming partner capable of t…
|
C 67 5⁄4 | ||||||||
| 9188 |
Enables pattern-based file editing operations using copy/paste functionality wi…
|
C 67 5⁄5 | ||||||||
| 9189 |
Weather MCP Server
Claim
Connects Claude Desktop to the Open-Meteo API to retrieve real-time weather dat…
|
C 67 5⁄4 | ||||||||
| 9190 |
Microsoft 365 MCP Server
Claim
Provides Claude Desktop and Claude Code with access to Microsoft 365 email and …
|
C 67 5⁄4 | ||||||||
| 9191 |
Provides comprehensive geographic information services and route planning for A…
|
C 67 5⁄5 | ||||||||
| 9192 |
A server that assists users in finding electronic components compatible with JL…
|
C 67 5⁄4 | ||||||||
| 9193 |
Fusion MCP Server
Claim
Enables AI to analyze and transform data using fusion algorithms with statistic…
|
C 67 5⁄5 | ||||||||
| 9194 |
MCP-Kali-Server
Claim
MCP configuration to connect AI agent to a Linux machine.
|
C 67 5⁄4 | ||||||||
| 9195 |
EduChain MCP Server
Claim
Integrates the EduChain library to generate educational content including multi…
|
C 67 5⁄4 | ||||||||
| 9196 |
The Yeepay MCP service provides integration with Yeepay services via the Model …
|
C 67 5⁄5 | ||||||||
| 9197 |
An orchestrator that coordinates multiple security and quality tools like Semgr…
|
C 67 5⁄5 | ||||||||
| 9198 |
An MCP server that enables AI assistants to query and manage Nacos configuratio…
|
C 67 5⁄5 | ||||||||
| 9199 |
Enables users to query a comprehensive knowledge graph of personality psycholog…
|
C 67 5⁄5 | ||||||||
| 9200 |
Korea Weather
Claim
Get real-time conditions and ultra-short-term forecasts across South Korea. Che…
|
C 67 5⁄4 | ||||||||