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 | ||||||||||
| 5801 |
Publish to 13+ social media platforms from any AI agent via MCP.
|
B 73 5⁄4 | ||||||||
| 5802 |
Enables AI assistants to perform high-precision Price and Yield calculations fo…
|
B 73 5⁄5 | ||||||||
| 5803 |
Provides AI assistants with direct access to multi-vendor network devices for t…
|
B 73 5⁄5 | ||||||||
| 5804 |
A Rust-based MCP server that provides long-term memory capabilities for AI agen…
|
B 73 5⁄4 | ||||||||
| 5805 |
Remote browser instances for your AI agents. Reliably complete any browser-base…
|
B 73 5⁄5 | ||||||||
| 5806 |
Enables natural language search and discovery of open-access scientific dataset…
|
B 73 5⁄5 | ||||||||
| 5807 |
An MCP server that integrates the XTQuant quantitative trading platform with AI…
|
B 73 5⁄4 | ||||||||
| 5808 |
Provides a therapeutic interface for LLMs to receive emotional validation and p…
|
B 72 5⁄5 | ||||||||
| 5809 |
Enables AI agents to create cryptocurrency payments, check payment status, gene…
|
B 72 5⁄5 | ||||||||
| 5810 |
Enables LLMs to search and read files in local and GitHub repositories, analyze…
|
B 72 5⁄5 | ||||||||
| 5811 |
Enables interaction with Huawei Cloud Container Engine (CCE) through proprietar…
|
B 72 5⁄4 | ||||||||
| 5812 |
Integrates with Keka HR platform to manage employee profiles, attendance, leave…
|
B 72 5⁄5 | ||||||||
| 5813 |
Yak MCP
Claim
Enables coding agents to speak aloud using text-to-speech functionality. Works …
|
B 72 5⁄4 | ||||||||
| 5814 |
A server implementation that enables integration of Dify workflows with Model C…
|
B 72 5⁄5 | ||||||||
| 5815 |
MCP server for CSV/JSON data transformation using YAML rules
|
B 72 5⁄4 | ||||||||
| 5816 |
Usher MCP
Claim
Enables users to search and view detailed movie information from TMDB, includin…
|
B 72 5⁄5 | ||||||||
| 5817 |
Self-extending MCP server - build and execute custom AI tools at runtime
|
B 72 5⁄4 | ||||||||
| 5818 |
A Model Context Protocol (MCP) server that provides Google Search functionality…
|
B 72 5⁄5 | ||||||||
| 5819 |
Spotify MCP Server
Claim
Enables control of Spotify playback, search, and playlist management through MC…
|
B 72 5⁄5 | ||||||||
| 5820 |
Integrates GitLab with AI assistants to manage merge requests, analyze CI/CD pi…
|
B 72 5⁄5 | ||||||||
| 5821 |
MCP server for DriftGuard — exposes AI conversation drift scores and session he…
|
B 72 5⁄5 | ||||||||
| 5822 |
Provides tools for fetching real-time news and performing AI-powered sentiment …
|
B 72 5⁄5 | ||||||||
| 5823 |
suse-ai-up
Claim
A comprehensive platform for managing and proxying Model Context Protocol (MCP)…
|
B 72 5⁄4 | ||||||||
| 5824 |
AI SDK for building AI-powered applications in Go
|
B 72 5⁄4 | ||||||||
| 5825 |
Reddit MCP Server via Apify
|
B 72 5⁄5 | ||||||||
| 5826 |
An MCP server that uses yfinance to obtain information from Yahoo Finance.
|
B 72 5⁄5 | ||||||||
| 5827 |
Dropbox MCP Server
Claim
Enables interaction with Dropbox through the Model Context Protocol, providing …
|
B 72 5⁄5 | ||||||||
| 5828 |
Enables AI assistants to securely execute remote SSH commands, perform file tra…
|
B 72 5⁄5 | ||||||||
| 5829 |
A Model Context Protocol server that enables programmatic interaction with Cisc…
|
B 72 5⁄5 | ||||||||
| 5830 |
Enables users to create and save notes in Flomo directly through AI chat intera…
|
B 72 5⁄5 | ||||||||
| 5831 |
Local-first AWS security analyzer that discovers attack paths and generates rem…
|
B 72 5⁄4 | ||||||||
| 5832 |
Enables interaction with MySQL databases through MCP, supporting query executio…
|
B 72 5⁄5 | ||||||||
| 5833 |
Local MCP proxy with BM25 tool filtering, quarantine security, activity logging…
|
B 72 5⁄4 | ||||||||
| 5834 |
Converts Markdown files and standalone Mermaid diagrams into high-quality PDF o…
|
B 72 5⁄5 | ||||||||
| 5835 |
Enables AI assistants to read messages, threads, channel info, user profiles, s…
|
B 72 5⁄5 | ||||||||
| 5836 |
A Model Context Protocol server that enables reading and analyzing Excel docume…
|
B 72 5⁄5 | ||||||||
| 5837 |
An MCP server that transforms repositories into queryable knowledge by combinin…
|
B 72 5⁄4 | ||||||||
| 5838 |
Provides access to real-time and historical water conditions of the Aare river …
|
B 72 5⁄5 | ||||||||
| 5839 |
Enables interaction with ScanPower's inventory and shipment management system t…
|
B 72 5⁄5 | ||||||||
| 5840 |
MCP server that teaches AI models to generate interactive visualizations — char…
|
B 72 5⁄5 | ||||||||
| 5841 |
Enables AI assistants to perform genomic variant analysis using OakVar, includi…
|
B 72 5⁄4 | ||||||||
| 5842 |
Integrates Microsoft 365 enterprise data into GitHub Copilot and Claude Desktop…
|
B 72 5⁄5 | ||||||||
| 5843 |
An MCP server for Matter Controller, enabling AI agents to control and interact…
|
B 72 5⁄4 | ||||||||
| 5844 |
OrgFlow MCP
Claim
Enables comprehensive organizational data management including employee trackin…
|
B 72 5⁄5 | ||||||||
| 5845 |
A Model Context Protocol server that provides access to Federal Reserve Economi…
|
B 72 5⁄5 | ||||||||
| 5846 |
This server implements the Model Context Protocol to provide sentiment analysis…
|
B 72 5⁄4 | ||||||||
| 5847 |
Enables AI clients to manage GitLab pipelines through natural language commands…
|
B 72 5⁄5 | ||||||||
| 5848 |
SuprSend MCP Server
Claim
Manage your entire notification infrastructure using natural language. Trigger …
|
B 72 4⁄4 | ||||||||
| 5849 |
A Model Context Protocol (MCP) server that enables LLMs to interact with iOS si…
|
B 72 5⁄4 | ||||||||
| 5850 |
Enables ChatGPT integration with Index Network's discovery protocol through MCP…
|
B 72 5⁄5 | ||||||||