MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 6 hours, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3201 |
A Redis-backed MCP server that enables multiple AI agents to communicate, coord…
|
B 76 5⁄5 | ||||||||
| 3202 |
Facilitates browser automation with custom capabilities and agent-based interac…
|
B 76 5⁄5 | ||||||||
| 3203 |
An MCP server that integrates with the Tweek API to manage calendars, tasks, an…
|
B 76 5⁄5 | ||||||||
| 3204 |
Enables AI agents to explore, search, and reference code implementation details…
|
B 76 5⁄4 | ||||||||
| 3205 |
Enables comprehensive Jenkins automation through MCP interface, allowing users …
|
B 76 5⁄5 | ||||||||
| 3206 |
Generate, randomize, explain, and manage u-he synthesizer presets via the Model…
|
B 76 5⁄4 | ||||||||
| 3207 |
MCP server for [Pyxel](https://github.com/kitao/pyxel) retro game engine, enabl…
|
B 76 5⁄5 | ||||||||
| 3208 |
Exposes a Node.js REST API for user and product management through MCP tools, a…
|
B 76 5⁄5 | ||||||||
| 3209 |
Enables users to analyze AWS costs, track spending trends, and detect anomalies…
|
B 76 5⁄5 | ||||||||
| 3210 |
Enables flight search and price comparison by scraping flight information from …
|
B 76 5⁄5 | ||||||||
| 3211 |
simple-memory-mcp
Claim
Provides AI assistants with persistent memory across sessions using local SQLit…
|
B 76 5⁄5 | ||||||||
| 3212 |
|
B 76 5⁄4 | ||||||||
| 3213 |
A Node.js MCP server that spins up isolated Docker-based sandboxes for executin…
|
B 76 5⁄4 | ||||||||
| 3214 |
ClaudeHopper
Claim
AI-powered MCP server that enables Claude and other LLMs to interact directly w…
|
B 76 5⁄4 | ||||||||
| 3215 |
MWAA MCP Server
Claim
Enables management of Amazon Managed Workflows for Apache Airflow (MWAA) enviro…
|
B 76 5⁄5 | ||||||||
| 3216 |
Search, read, create, and update Bear Notes directly from Claude. Local-only wi…
|
B 76 5⁄4 | ||||||||
| 3217 |
wisdomforge
Claim
A powerful knowledge management system that forges wisdom from experiences, ins…
|
B 76 5⁄5 | ||||||||
| 3218 |
Enables AI agents to interact with Android devices through UI manipulation, scr…
|
B 76 5⁄5 | ||||||||
| 3219 |
Sales Intelligence · B2B Lead Extraction
An MCP (Model Context Protocol) server…
|
B 76 5⁄5 | ||||||||
| 3220 |
A server that enables access to Xiaohongshu (Little Red Book) content, allowing…
|
B 76 5⁄4 | ||||||||
| 3221 |
Enables AI agents to create, validate, and export UML system models using struc…
|
B 76 5⁄5 | ||||||||
| 3222 |
Connects AI assistants to Lokalise translation management platform with 59 tool…
|
B 76 5⁄5 | ||||||||
| 3223 |
Enables access to Hong Kong government's official open data portal (DATA.GOV.HK…
|
B 76 5⁄5 | ||||||||
| 3224 |
An MCP server that enables interaction with Microsoft 365 services like Outlook…
|
B 76 5⁄5 | ||||||||
| 3225 |
arbor
Claim
The Graph-Native Intelligence Layer for Code.
|
B 76 5⁄4 | ||||||||
| 3226 |
taskboard
Claim
Local project management with Kanban UI, CLI, and MCP server for AI assistants.…
|
B 76 5⁄4 | ||||||||
| 3227 |
Enables AI assistants to search and retrieve information from your knowledge ba…
|
B 76 5⁄5 | ||||||||
| 3228 |
MCP server for Spotify playlist curation and management. 18 tools for song anal…
|
B 76 5⁄4 | ||||||||
| 3229 |
MCP server for generating and editing images using xAI's Grok image model, supp…
|
B 76 5⁄4 | ||||||||
| 3230 |
Zero-dependency macOS desktop automation for AI agents. 18 tools via MCP. macOS…
|
B 76 5⁄4 | ||||||||
| 3231 |
simplemem
Claim
A simple memory tool for coding agents using DuckDB and VoyageAI.
|
B 76 5⁄5 | ||||||||
| 3232 |
GitHub Integration Hub
Claim
Enables AI agents to interact with GitHub through OAuth-authenticated operation…
|
B 76 5⁄5 | ||||||||
| 3233 |
A command-line interface server that provides unrestricted system access to Win…
|
B 76 5⁄4 | ||||||||
| 3234 |
Sophisticated bash command MCP server that runs and manages shell execution.
|
B 76 5⁄5 | ||||||||
| 3235 |
A Model Context Protocol (MCP) server implementation for remote memory bank man…
|
B 76 5⁄5 | ||||||||
| 3236 |
AI-native data analysis agent as an MCP Server.
Connect your Excel files, CSVs…
|
B 76 5⁄4 | ||||||||
| 3237 |
Ticketmaster Partner API
Claim
Enables discovery and search of Ticketmaster events, venues, and attractions wi…
|
B 76 5⁄5 | ||||||||
| 3238 |
Easily deploy Haystack pipelines as REST APIs and MCP Tools.
|
B 76 5⁄5 | ||||||||
| 3239 |
Enables users to access and manage Savri analytics data, including visitor stat…
|
B 76 5⁄5 | ||||||||
| 3240 |
Provides local web search and content fetching capabilities for AI assistants, …
|
B 76 5⁄4 | ||||||||
| 3241 |
A demonstration MCP server showcasing tools (calculator, file operations, weath…
|
B 76 5⁄5 | ||||||||
| 3242 |
Enables AI assistants to perform structured, step-by-step reasoning through seq…
|
B 76 5⁄5 | ||||||||
| 3243 |
gemini-image-mcp
|
B 76 5⁄5 | ||||||||
| 3244 |
Enables access to FreeStyle Libre glucose data through Claude Desktop, providin…
|
B 76 5⁄4 | ||||||||
| 3245 |
Enables efficient web search integration with Jina.ai's Search API, offering cl…
|
B 76 5⁄5 | ||||||||
| 3246 |
Image generation
|
B 76 5⁄4 | ||||||||
| 3247 |
Connects Claude Desktop to a RAGBrain knowledge base to enable semantic search,…
|
B 76 5⁄5 | ||||||||
| 3248 |
MCP Email Server
Claim
A comprehensive MCP server for unified email management that supports both Gmai…
|
B 76 5⁄4 | ||||||||
| 3249 |
anki-mcp
Claim
MCP server for anki
|
B 76 5⁄5 | ||||||||
| 3250 |
Supabase MCP Server
Claim
Connects AI assistants to Supabase projects to manage databases, execute SQL qu…
|
B 76 5⁄5 | ||||||||