MCP Server Quality Scores
Independent quality analysis of 58295 public MCP servers
Last updated 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7901 |
A persistent long-term memory system that enables AI clients to store and recal…
|
B 70 5⁄5 | ||||||||
| 7902 |
The URL-Context-MCP MCP Server provides a tool to analyze and summarize the con…
|
B 70 5⁄5 | ||||||||
| 7903 |
Enables AI assistants to search and query documentation from multiple sources i…
|
B 70 5⁄4 | ||||||||
| 7904 |
Allows Claude and other MCP clients to access real-time and historical stock ma…
|
B 70 5⁄5 | ||||||||
| 7905 |
Coinmarket API integration to fetch cryptocurrency listings and quotes
|
B 70 5⁄5 | ||||||||
| 7906 |
A minimal, lightweight client designed to simplify SDK adoption into MCP
|
B 70 5⁄4 | ||||||||
| 7907 |
ISIS MCP
Claim
A local web scraping MCP server with RAG capabilities that provides intelligent…
|
B 70 5⁄4 | ||||||||
| 7908 |
MongoDB MCP Server
Claim
Enables interaction with MongoDB databases through user management tools includ…
|
B 70 5⁄5 | ||||||||
| 7909 |
Benchmark local LLM models — speed, quality & hardware fitness verdict from any…
|
B 70 6⁄4 | ||||||||
| 7910 |
Enables downloading and AI-powered transcription of Twitter Spaces audio record…
|
B 70 5⁄5 | ||||||||
| 7911 |
A specialized Model Context Protocol (MCP) server that enables AI-powered inter…
|
B 70 5⁄5 | ||||||||
| 7912 |
Provides a natural language interface for single-cell RNA-Seq analysis using th…
|
B 70 5⁄5 | ||||||||
| 7913 |
An MCP server that provides access to Twitter data and write actions through Tw…
|
B 70 5⁄5 | ||||||||
| 7914 |
An MCP server for checking and revoking ERC-20 token allowances across multiple…
|
B 70 5⁄5 | ||||||||
| 7915 |
A server that enables communication with multiple unichat-based MCP servers sim…
|
B 70 5⁄5 | ||||||||
| 7916 |
Provides structured task planning and tracking capabilities with 40 tools for m…
|
B 70 5⁄5 | ||||||||
| 7917 |
simple-mcp-runner
Claim
Simple MCP Runner makes it effortless to safely expose system commands to langu…
|
B 70 5⁄4 | ||||||||
| 7918 |
Unofficial Powershell MCP server
|
B 70 5⁄4 | ||||||||
| 7919 |
Anki MCP Data Bridge
Claim
Provides comprehensive CRUD access to Anki flashcard data via MCP, enabling Cla…
|
B 70 5⁄4 | ||||||||
| 7920 |
Gradle Tomcat MCP Server
Claim
Enables management of Gradle-based Tomcat applications with capabilities for st…
|
B 70 5⁄5 | ||||||||
| 7921 |
A minimal Model Context Protocol server for interacting with Telegram bots via …
|
B 70 5⁄5 | ||||||||
| 7922 |
A persistent semantic memory system for Claude Code that provides a structured,…
|
B 70 5⁄4 | ||||||||
| 7923 |
A TypeScript-based MCP server that enables text-to-image generation using Cloud…
|
B 70 5⁄5 | ||||||||
| 7924 |
mcp-vitacore
Claim
A session memory consolidation and architectural oversight system that uses Gem…
|
B 70 5⁄5 | ||||||||
| 7925 |
高德地图MCP Server,支持stdio, sse和streamable-http
|
B 70 5⁄5 | ||||||||
| 7926 |
KDB MCP Service
Claim
Enables AI agents to interact with KDB+ databases through standardized MCP tool…
|
B 70 5⁄5 | ||||||||
| 7927 |
Creates compact skeleton representations of large JSON files by preserving stru…
|
B 70 5⁄5 | ||||||||
| 7928 |
SmartThings MCP Server
Claim
Enables control and monitoring of SmartThings smart home devices through natura…
|
B 70 5⁄5 | ||||||||
| 7929 |
A Model Context Protocol server that enables AI assistants to interact with Twi…
|
B 70 5⁄5 | ||||||||
| 7930 |
Provides comprehensive functionality including weather data, system utilities, …
|
B 70 5⁄5 | ||||||||
| 7931 |
This repository is a FreeCAD MCP that allows you to control FreeCAD from Claude…
|
B 70 5⁄4 | ||||||||
| 7932 |
Enables AI assistants to manage Optimizely DXP deployments through natural lang…
|
B 70 5⁄5 | ||||||||
| 7933 |
Enables interaction with Apple Notes on macOS through AppleScript, allowing use…
|
B 70 5⁄5 | ||||||||
| 7934 |
AI Helper MCP Server
Claim
A server that allows AI agents to consult multiple large language models (like …
|
B 70 5⁄5 | ||||||||
| 7935 |
An MCP server that generates customizable QR codes with options for size, color…
|
B 70 5⁄4 | ||||||||
| 7936 |
A lightweight server that exposes FFmpeg's video processing capabilities to AI …
|
B 70 5⁄5 | ||||||||
| 7937 |
MCP server that wraps the Open Notebook API
|
B 70 5⁄4 | ||||||||
| 7938 |
Provides tools to interact with the Farcaster network, allowing AI models to fe…
|
B 70 5⁄5 | ||||||||
| 7939 |
MCP server for Huly project management. Query issues, create and update tasks, …
|
B 70 5⁄4 | ||||||||
| 7940 |
Design-first MCP for coding agents that improves websites with screenshot-groun…
|
C 69 5⁄4 | ||||||||
| 7941 |
hello-world-mcp
Claim
|
C 69 5⁄4 | ||||||||
| 7942 |
Cokodo Agent
Claim
Serve .agent/ project context, references, and collaborations to MCP-compatible…
|
C 69 5⁄4 | ||||||||
| 7943 |
Connects an Emby media server to AI clients like Claude Desktop, enabling natur…
|
C 69 5⁄5 | ||||||||
| 7944 |
A local Ethereum contract analysis tool that retrieves on-chain information, in…
|
C 69 5⁄5 | ||||||||
| 7945 |
Vapi MCP Server
|
C 69 5⁄5 | ||||||||
| 7946 |
Check domain availability across 500+ TLDs. Single and bulk checks with UI.
|
C 69 5⁄4 | ||||||||
| 7947 |
An MCP server that enables coding agents to execute and manage long-running she…
|
C 69 5⁄5 | ||||||||
| 7948 |
A TypeScript-based MCP server that enables Claude Desktop to perform file opera…
|
C 69 5⁄5 | ||||||||
| 7949 |
Provides a read-only interface for querying InstantDB data with tools to execut…
|
C 69 5⁄4 | ||||||||
| 7950 |
A locally-run MCP server that enables downloading images, videos, and LivePhoto…
|
C 69 5⁄4 | ||||||||