MCP Server Quality Scores
Independent quality analysis of 66427 public MCP servers
Last updated 3 hours, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5851 |
An MCP App that renders an interactive dashboard in Claude conversations to uni…
|
B 72 5⁄5 | ||||||||
| 5852 |
A Model Context Protocol server that enables Claude Desktop to execute bash com…
|
B 72 5⁄4 | ||||||||
| 5853 |
InChat Image Viewer MCP - View images inline in AI chat by just providing the f…
|
B 72 5⁄4 | ||||||||
| 5854 |
An MCP server that helps developers publish their MCP servers to the registry
|
B 72 5⁄5 | ||||||||
| 5855 |
Integrates Claude with Wave Accounting to automate expense tracking and income …
|
B 72 5⁄4 | ||||||||
| 5856 |
Enables AI assistants to securely execute remote SSH commands, perform file tra…
|
B 72 5⁄5 | ||||||||
| 5857 |
Enables interaction with ScanPower's inventory and shipment management system t…
|
B 72 5⁄5 | ||||||||
| 5858 |
Provides access to real-time and historical water conditions of the Aare river …
|
B 72 5⁄5 | ||||||||
| 5859 |
Enables ChatGPT integration with Index Network's discovery protocol through MCP…
|
B 72 5⁄5 | ||||||||
| 5860 |
Enables AI clients to manage GitLab pipelines through natural language commands…
|
B 72 5⁄5 | ||||||||
| 5861 |
An MCP server providing read-only access to Linear issues for language models, …
|
B 72 5⁄5 | ||||||||
| 5862 |
Enables real-time communication and shared vector memory between Claude Code, O…
|
B 72 5⁄5 | ||||||||
| 5863 |
Provides AI assistants with direct access to official Griptape framework docume…
|
B 72 5⁄4 | ||||||||
| 5864 |
Exposes Dokploy functionalities as tools consumable via the Model Context Proto…
|
B 72 5⁄5 | ||||||||
| 5865 |
An MCP server that provides programmatic access to the GNU Debugger (GDB), enab…
|
B 72 5⁄5 | ||||||||
| 5866 |
OrgFlow MCP
Claim
Enables comprehensive organizational data management including employee trackin…
|
B 72 5⁄5 | ||||||||
| 5867 |
Provides real-time Google search capabilities to AI assistants like Claude, byp…
|
B 72 5⁄4 | ||||||||
| 5868 |
This server provides a robust interface for Binance spot trading operations, in…
|
B 72 5⁄5 | ||||||||
| 5869 |
Parses various document formats (PDF, Word, Excel, PowerPoint) into Markdown co…
|
B 72 5⁄5 | ||||||||
| 5870 |
A simple Model Context Protocol server for Slack integration that enables messa…
|
B 72 5⁄5 | ||||||||
| 5871 |
Provides secure and efficient tools for codebase analysis, including file manag…
|
B 72 5⁄5 | ||||||||
| 5872 |
Cognitive prosthetic for AI agents. Indexes conversation history from ChatGPT, …
|
B 72 5⁄4 | ||||||||
| 5873 |
An MCP server implementing AI-user confirmation protocols, providing tools for …
|
B 72 5⁄5 | ||||||||
| 5874 |
A Meta MCP Server that provides persistent memory and intelligent guidance for …
|
B 72 5⁄5 | ||||||||
| 5875 |
Provides access to Google Search Console to retrieve and analyze search perform…
|
B 72 5⁄5 | ||||||||
| 5876 |
Enables Claude to use Google Gemini as a secondary AI through MCP for large-sca…
|
B 72 5⁄5 | ||||||||
| 5877 |
Enables LLMs to interact with a CRM system through natural language to manage e…
|
B 72 5⁄5 | ||||||||
| 5878 |
An MCP server that provides AI coding assistants with access to official ARM CM…
|
B 72 5⁄4 | ||||||||
| 5879 |
Enables AI assistants to retrieve Bible passages from multiple translations (ES…
|
B 72 5⁄5 | ||||||||
| 5880 |
Angular MCP Server
Claim
Provides comprehensive access to Angular documentation with 84 topics across 15…
|
B 72 5⁄5 | ||||||||
| 5881 |
CHUK MCP Solver
Claim
Provides constraint satisfaction and optimization capabilities to LLMs and AI a…
|
B 72 5⁄5 | ||||||||
| 5882 |
A Model Context Protocol server that connects to the Tesla Fleet API, allowing …
|
B 72 5⁄5 | ||||||||
| 5883 |
Enables inspection and editing of Jupyter notebook files (.ipynb) through tools…
|
B 72 5⁄5 | ||||||||
| 5884 |
Dropbox MCP Server
Claim
Enables interaction with Dropbox through the Model Context Protocol, providing …
|
B 72 5⁄5 | ||||||||
| 5885 |
Enables interaction with Cumulocity IoT platform for device management, measure…
|
B 72 5⁄5 | ||||||||
| 5886 |
A Model Context Protocol server that enables LLMs to interact with a GameBoy em…
|
B 72 5⁄4 | ||||||||
| 5887 |
List and terminate OS processes via natural language queries
|
B 72 5⁄4 | ||||||||
| 5888 |
Enables AI-powered journaling in Obsidian with dynamic reflection prompts gener…
|
B 72 5⁄4 | ||||||||
| 5889 |
Enables web search capabilities via a SearXNG instance, allowing for filtered s…
|
B 72 5⁄5 | ||||||||
| 5890 |
Enables users to create and save notes in Flomo directly through AI chat intera…
|
B 72 5⁄5 | ||||||||
| 5891 |
Build iOS Xcode workspace/project and feed back errors to llm.
|
B 72 5⁄4 | ||||||||
| 5892 |
Paws-on-MCP
Claim
A comprehensive Model Context Protocol (MCP) server implementing the latest MCP…
|
B 72 5⁄5 | ||||||||
| 5893 |
A Model Context Protocol server that enables Claude Desktop to play the classic…
|
B 72 5⁄5 | ||||||||
| 5894 |
A PostgreSQL MCP server that enables querying and managing multiple databases t…
|
B 72 5⁄5 | ||||||||
| 5895 |
Confluence MCP Server
Claim
Enables AI assistants to interact with Confluence by converting Markdown docume…
|
B 72 5⁄5 | ||||||||
| 5896 |
GitLab MCP (Model Context Protocol) server for AI agents
|
B 72 5⁄4 | ||||||||
| 5897 |
A lightweight Claude MCP gateway that dynamically loads tools only when needed,…
|
B 72 5⁄4 | ||||||||
| 5898 |
A Model Context Protocol server that enables programmatic interaction with Cisc…
|
B 72 5⁄5 | ||||||||
| 5899 |
A production-ready MCP server that enables Claude to interact with local codeba…
|
B 72 5⁄4 | ||||||||
| 5900 |
WoT Blitz MCP Server
Claim
Provides AI assistants with access to authentic World of Tanks Blitz game data …
|
B 72 5⁄4 | ||||||||