MCP Server Quality Scores
Independent quality analysis of 58691 public MCP servers
Last updated 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5801 |
Enables AI agents to break down complex tasks into manageable pieces using a st…
|
B 73 5⁄5 | ||||||||
| 5802 |
Slack MCP Server
Claim
Enables comprehensive Slack workspace integration through AI assistants, allowi…
|
B 73 5⁄5 | ||||||||
| 5803 |
Google Chat MCP Server
Claim
Enables posting text messages to Google Chat spaces using webhooks, providing s…
|
B 73 5⁄5 | ||||||||
| 5804 |
SkyFi MCP Server
Claim
Enables AI agents to interact with SkyFi's geospatial data services for orderin…
|
B 73 5⁄5 | ||||||||
| 5805 |
MCPLoadTester
Claim
Apache JMeter sampler plugin for load testing Model Context Protocol (MCP) serv…
|
B 73 5⁄4 | ||||||||
| 5806 |
A tool service that enables AI agents to interact with MySQL databases through …
|
B 73 5⁄5 | ||||||||
| 5807 |
Enables Claude to perform semantic search across your Obsidian vault using Smar…
|
B 73 5⁄4 | ||||||||
| 5808 |
Enables access to Overleaf LaTeX projects through Git integration, allowing use…
|
B 72 5⁄5 | ||||||||
| 5809 |
The AgentOps MCP server provides access to observability and tracing data for d…
|
B 72 5⁄5 | ||||||||
| 5810 |
Chatlog MCP Server
Claim
Enables users to analyze, search, and export chat logs from various platforms t…
|
B 72 5⁄5 | ||||||||
| 5811 |
DevContainer MCP Server
Claim
Enables AI-powered creation, configuration, and management of DevContainer envi…
|
B 72 5⁄4 | ||||||||
| 5812 |
A Python-based Model Context Protocol server that enables managing Proxmox virt…
|
B 72 5⁄5 | ||||||||
| 5813 |
A complete MCP server for Retrieval-Augmented Generation with file management a…
|
B 72 5⁄5 | ||||||||
| 5814 |
An MCP server that enables users to retrieve, filter, and search through Claude…
|
B 72 5⁄4 | ||||||||
| 5815 |
Provide comprehensive flight and accommodation search capabilities using the Du…
|
B 72 5⁄4 | ||||||||
| 5816 |
Enables users to search and retrieve content from Xiaohongshu (Red Book) platfo…
|
B 72 5⁄5 | ||||||||
| 5817 |
Enables AI assistants to interact with HubSpot CRM for managing contacts, compa…
|
B 72 5⁄5 | ||||||||
| 5818 |
AI prompt optimization for 58+ platforms across 7 categories with custom platfo…
|
B 72 5⁄4 | ||||||||
| 5819 |
A comprehensive, free MCP server designed specifically for financial analysis a…
|
B 72 5⁄4 | ||||||||
| 5820 |
A runtime-configurable MCP server for Supabase databases that enables dynamic t…
|
B 72 5⁄5 | ||||||||
| 5821 |
Enables cost optimization and financial operations for Google BigQuery through …
|
B 72 5⁄4 | ||||||||
| 5822 |
A tool that enables users to interact with blockchain data to retrieve token to…
|
B 72 5⁄5 | ||||||||
| 5823 |
A Model Context Protocol server that extracts images from URLs or base64 data a…
|
B 72 5⁄5 | ||||||||
| 5824 |
Enables developers to access kintone API specifications, field type documentati…
|
B 72 5⁄5 | ||||||||
| 5825 |
Enables interaction with Google Drive files and Google Sheets through search, r…
|
B 72 5⁄5 | ||||||||
| 5826 |
Enables AI applications to perform basic mathematical operations like addition …
|
B 72 5⁄5 | ||||||||
| 5827 |
A production-ready MCP server that enables Claude to interact with local codeba…
|
B 72 5⁄4 | ||||||||
| 5828 |
Enables querying and retrieving data from App Store and Google Play Store, incl…
|
B 72 5⁄5 | ||||||||
| 5829 |
A professional literature search tool built on FastMCP framework that enables A…
|
B 72 5⁄5 | ||||||||
| 5830 |
Provides access to economic data from the Federal Reserve Bank of St. Louis (FR…
|
B 72 5⁄5 | ||||||||
| 5831 |
FFmpeg video/audio tools: cut, convert, concat, remove silence, and raw command…
|
B 72 5⁄5 | ||||||||
| 5832 |
MCP server for posting messages to Slack channels via webhooks or bot API. Supp…
|
B 72 5⁄5 | ||||||||
| 5833 |
Provides real-time Google search capabilities to AI assistants like Claude, byp…
|
B 72 5⁄4 | ||||||||
| 5834 |
A Model Context Protocol server that integrates with the Band API, allowing use…
|
B 72 5⁄5 | ||||||||
| 5835 |
Integrates Nautex AI's specification and planning tool with coding agents to ma…
|
B 72 5⁄4 | ||||||||
| 5836 |
A simple server for saving, listing, and searching notes persisted to a local J…
|
B 72 4⁄4 | ||||||||
| 5837 |
Provides access to real-time and historical water conditions of the Aare river …
|
B 72 5⁄5 | ||||||||
| 5838 |
Send requests to OpenAI, MistralAI, Anthropic, xAI, or Google AI using MCP prot…
|
B 72 5⁄5 | ||||||||
| 5839 |
A simple AI development tool that helps users interact with AI through natural …
|
B 72 5⁄5 | ||||||||
| 5840 |
A simple FastAPI-based MCP server that provides book-related tools, currently s…
|
B 72 5⁄4 | ||||||||
| 5841 |
Provides integration with Everything Search Engine allowing powerful file searc…
|
B 72 5⁄4 | ||||||||
| 5842 |
A Model Context Protocol server that integrates high-quality text-to-speech cap…
|
B 72 5⁄5 | ||||||||
| 5843 |
Authorize.net MCP Server
Claim
Provides read-only access to Authorize.net transaction reporting APIs, enabling…
|
B 72 5⁄5 | ||||||||
| 5844 |
Natural voice conversations for AI assistants - STT/TTS via MCP
|
B 72 5⁄5 | ||||||||
| 5845 |
Enables LLMs to perform travel-related tasks by interacting with Google Maps an…
|
B 72 5⁄5 | ||||||||
| 5846 |
MCP ScreenCatch
Claim
Enables Claude Desktop to capture screenshots through an interactive region sel…
|
B 72 5⁄4 | ||||||||
| 5847 |
A Model Context Protocol server that provides Claude Code with seamless access …
|
B 72 5⁄5 | ||||||||
| 5848 |
An MCP server that enables users to search the Remix Icon catalog by mapping ke…
|
B 72 5⁄5 | ||||||||
| 5849 |
A physics-aware inline skating combo generator that models moves as state trans…
|
B 72 5⁄4 | ||||||||
| 5850 |
An experimental server implementing Model Context Protocol to automate website …
|
B 72 5⁄5 | ||||||||