MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 3 hours, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4001 |
A Model Context Protocol server for querying the Shodan API and Shodan CVEDB, p…
|
B 75 5⁄4 | ||||||||
| 4002 |
Token-efficient Go documentation server that provides AI assistants with smart …
|
B 75 5⁄4 | ||||||||
| 4003 |
Enables execution of SageMath mathematical computations through a local SageMat…
|
B 75 5⁄5 | ||||||||
| 4004 |
MCP server for Thales CipherTrust Manager RestFul Data Protection service.
|
B 75 5⁄5 | ||||||||
| 4005 |
MCP server that enables intelligent analysis of legal spend data across multipl…
|
B 75 5⁄5 | ||||||||
| 4006 |
Save conversation state, resume work across sessions, and organize multiple sna…
|
B 75 5⁄4 | ||||||||
| 4007 |
A file monitoring server that tracks filesystem events and provides real-time n…
|
B 75 5⁄4 | ||||||||
| 4008 |
Enables AI agents to control and monitor Home Assistant smart home devices thro…
|
B 75 5⁄5 | ||||||||
| 4009 |
Provision dedicated real-SIM US phone numbers, receive inbound SMS, poll for me…
|
B 75 5⁄4 | ||||||||
| 4010 |
Enables AI assistants to interact with Notion workspaces through the Notion API…
|
B 75 5⁄5 | ||||||||
| 4011 |
MCP server for note.com: create, edit and retrieve posts.
|
B 75 6⁄6 | ||||||||
| 4012 |
A comprehensive MCP server that unifies Readwise Reader document management wit…
|
B 75 5⁄5 | ||||||||
| 4013 |
Persistent memory and session intelligence for AI coding assistants. Zero confi…
|
B 75 5⁄4 | ||||||||
| 4014 |
Security-first web access for Claude. Sanitizes pages, blocks injection, redact…
|
B 75 4⁄4 | ||||||||
| 4015 |
Enables web search, image search, and news search through a self-hosted SearXNG…
|
B 75 5⁄5 | ||||||||
| 4016 |
google-workspace-mcp
Claim
Google Workspace Admin via MCP. Manage users, groups, aliases, org units.
|
B 75 5⁄4 | ||||||||
| 4017 |
MCP Audio Server
Claim
Enables text-to-speech conversion with smart language detection (using Google T…
|
B 75 5⁄4 | ||||||||
| 4018 |
MCP server for link checking using linkinator
|
B 75 5⁄5 | ||||||||
| 4019 |
A comprehensive Model Context Protocol server providing complete TickTick task …
|
B 75 5⁄5 | ||||||||
| 4020 |
Simple MCP Server
Claim
Enables AI tools to query context from a local JSON data source via stdio, demo…
|
B 75 5⁄5 | ||||||||
| 4021 |
airtable-mcp
Claim
|
B 75 5⁄4 | ||||||||
| 4022 |
MCP server that enables AI assistants to interact with Google Gemini CLI, lever…
|
B 75 5⁄5 | ||||||||
| 4023 |
Provides an interactive dashboard within VS Code Copilot to manage Azure Storag…
|
B 75 5⁄5 | ||||||||
| 4024 |
MCP server designed to help you search and analyze your photo library (iCloud -…
|
B 75 5⁄4 | ||||||||
| 4025 |
Enables AI assistants to interact with the Godot game engine by launching the e…
|
B 75 5⁄5 | ||||||||
| 4026 |
Fetches YouTube video subtitles and transcripts with support for multiple langu…
|
B 75 5⁄5 | ||||||||
| 4027 |
Enables web scraping and crawling capabilities for LLM clients, supporting sing…
|
B 75 5⁄5 | ||||||||
| 4028 |
Provides Pokemon Showdown competitive battle data to AI assistants, enabling lo…
|
B 75 5⁄5 | ||||||||
| 4029 |
|
B 75 5⁄5 | ||||||||
| 4030 |
Enables AI assistants to securely interact with MySQL databases through tools f…
|
B 75 5⁄5 | ||||||||
| 4031 |
GitInsight-MCP
Claim
Enables AI assistants to access and analyze GitHub profile data, providing insi…
|
B 75 5⁄5 | ||||||||
| 4032 |
MCP server for Aruba email and calendar via IMAP/SMTP/CalDAV
|
B 75 5⁄5 | ||||||||
| 4033 |
Ticketmaster MCP Server
Claim
Enable seamless integration of Ticketmaster data and services into your applica…
|
B 75 5⁄4 | ||||||||
| 4034 |
Provides read-only access to MySQL databases with automatic schema discovery an…
|
B 75 5⁄5 | ||||||||
| 4035 |
Enables quantum physics simulations and visualizations by integrating QuTip for…
|
B 75 5⁄4 | ||||||||
| 4036 |
Step-by-step observability for MCP agent workflows
|
B 75 4⁄4 | ||||||||
| 4037 |
Provides 10 structured reasoning strategies (Chain of Thought, ReAct, Tree of T…
|
B 75 5⁄5 | ||||||||
| 4038 |
Slack Explorer MCP
Claim
MCP server specialized in retrieving information from Slack messages and threads
|
B 75 5⁄4 | ||||||||
| 4039 |
Google Drive MCP Server
Claim
Enables Claude to manage Google Drive files and folders through natural languag…
|
B 75 5⁄5 | ||||||||
| 4040 |
Enables creating and managing Spotify playlists using natural language with adv…
|
B 75 5⁄5 | ||||||||
| 4041 |
Enables real-time user intervention for MCP agents through a web UI, allowing u…
|
B 75 5⁄5 | ||||||||
| 4042 |
Deploy compliant ERC-20 tokens from any AI agent. 17 tools, 10 networks, CertiK…
|
B 75 5⁄4 | ||||||||
| 4043 |
Provides tools for evaluating and benchmarking AI explanation methods through a…
|
B 75 5⁄5 | ||||||||
| 4044 |
Enables AI agents using the Model Context Protocol (MCP) to send Nano cryptocur…
|
B 75 5⁄5 | ||||||||
| 4045 |
MCP server to lint and validate Kubernetes-related manifests(Helm, FluxCD, Argo…
|
B 75 5⁄5 | ||||||||
| 4046 |
kafka-mcp-server
Claim
A Model Context Protocol (MCP) server for Apache Kafka implemented in Go, lever…
|
B 75 5⁄4 | ||||||||
| 4047 |
A Model Context Protocol server providing LLM Agents with system utilities and …
|
B 75 5⁄5 | ||||||||
| 4048 |
Enables analysis of any GitHub repository to get architecture, file roles, exec…
|
B 75 5⁄4 | ||||||||
| 4049 |
An AI memory system that creates isolated, persistent memory banks for each cod…
|
B 75 5⁄5 | ||||||||
| 4050 |
Kubernetes cluster operations through MCP
|
B 75 5⁄5 | ||||||||