MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4001 |
A Model-Context Protocol Server for YouTube in Jp
|
B 75 5⁄4 | ||||||||
| 4002 |
Artifact-first sub-agent delegation for Codex CLI, enabling multi-step parallel…
|
B 75 5⁄5 | ||||||||
| 4003 |
A starter template for creating Model Context Protocol servers that integrate w…
|
B 75 5⁄5 | ||||||||
| 4004 |
This is an MCP server that enables agents to record, search, and retrieve memos…
|
B 75 5⁄5 | ||||||||
| 4005 |
Slack Explorer MCP
Claim
MCP server specialized in retrieving information from Slack messages and threads
|
B 75 5⁄4 | ||||||||
| 4006 |
EOL MCP Server
Claim
Enables AI assistants to check software end-of-life dates and support status us…
|
B 75 5⁄5 | ||||||||
| 4007 |
Enables monitoring and control of the SST development process by streaming dev …
|
B 75 5⁄4 | ||||||||
| 4008 |
Enables finding, configuring, and installing Model Context Protocol (MCP) serve…
|
B 75 5⁄5 | ||||||||
| 4009 |
Enables AI assistants to interact with Ubiquiti UniFi network infrastructure fo…
|
B 75 5⁄5 | ||||||||
| 4010 |
Enables management and execution of Python scripts with automatic LLM-extracted…
|
B 75 5⁄5 | ||||||||
| 4011 |
A Server-Sent Events Model Context Protocol server that enables both remote and…
|
B 75 5⁄5 | ||||||||
| 4012 |
A TypeScript template for building Model Context Protocol servers with example …
|
B 75 5⁄4 | ||||||||
| 4013 |
Enables Korea University students to query their KUPID portal and Canvas LMS us…
|
B 75 5⁄5 | ||||||||
| 4014 |
Converts diagrams (Mermaid, PlantUML, Graphviz, etc.) to SVG, PNG, PDF, or JPEG…
|
B 75 5⁄5 | ||||||||
| 4015 |
Provides a secure, isolated JavaScript execution environment with configurable …
|
B 75 5⁄5 | ||||||||
| 4016 |
Integrates PropellerAds' programmatic advertising platform with AI to automate …
|
B 75 5⁄5 | ||||||||
| 4017 |
Provides comprehensive access to Hong Kong Legislative Council data including v…
|
B 75 5⁄5 | ||||||||
| 4018 |
Enables web scraping and document processing with JavaScript execution, anti-de…
|
B 75 5⁄5 | ||||||||
| 4019 |
Exposes Cloudflare DNS, security, redirects and zone-settings functionality as …
|
B 75 5⁄5 | ||||||||
| 4020 |
Enables AI assistants to execute SQL queries against AWS Athena databases, chec…
|
B 75 5⁄5 | ||||||||
| 4021 |
Enables AI assistants to manage Google Calendar events and Gmail emails through…
|
B 75 5⁄5 | ||||||||
| 4022 |
Give your AI agent eyes and hands on any desktop — cross-platform accessibility…
|
B 75 4⁄4 | ||||||||
| 4023 |
tpc-server
Claim
tpc-server
|
B 75 5⁄5 | ||||||||
| 4024 |
Repo analysis for coding agents with ranked files, dependency maps, and task-sc…
|
B 75 5⁄4 | ||||||||
| 4025 |
A Model Context Protocol server that enables LLMs like Claude and Cursor to man…
|
B 75 5⁄5 | ||||||||
| 4026 |
Enables management of GitHub pull request review threads through natural langua…
|
B 75 5⁄5 | ||||||||
| 4027 |
AI agent project management — task boards, progress tracking, and cost reportin…
|
B 75 5⁄4 | ||||||||
| 4028 |
A Model Control Protocol server implementation that allows Claude Desktop to us…
|
B 75 5⁄5 | ||||||||
| 4029 |
Provides fast, multilingual spell-checking for text and files, featuring syntax…
|
B 75 5⁄4 | ||||||||
| 4030 |
Enables capturing screenshots from Android devices over WiFi for UI debugging a…
|
B 75 5⁄5 | ||||||||
| 4031 |
Enables web search functionality through Perplexity AI's API with time-based fi…
|
B 75 5⁄5 | ||||||||
| 4032 |
Enables AI models to manage Docker containers, images, networks, and volumes th…
|
B 75 5⁄5 | ||||||||
| 4033 |
Integrates with Gmail to enable sending, reading, drafting, and managing emails…
|
B 75 5⁄4 | ||||||||
| 4034 |
Provides comprehensive access to Wikipedia content including article search, fu…
|
B 75 5⁄5 | ||||||||
| 4035 |
Provides time and timezone functionality for LLMs, enabling them to get current…
|
B 75 5⁄4 | ||||||||
| 4036 |
arxiv-mcp-server
Claim
arXiv MCP Server Client 🐙 enables AI assistants to search, retrieve, analyze, a…
|
B 75 5⁄5 | ||||||||
| 4037 |
Provides access to the Ensembl genomics REST API with 30+ tools for genomic dat…
|
B 75 5⁄5 | ||||||||
| 4038 |
mcp-server-zep-cloud
|
B 75 5⁄5 | ||||||||
| 4039 |
Full-featured Telegram Bot API MCP server with 174 tools covering the entire Bo…
|
B 75 5⁄5 | ||||||||
| 4040 |
MCP server for maigret, a powerful OSINT tool that collects user account inform…
|
B 75 5⁄5 | ||||||||
| 4041 |
Multi-provider web search with intelligent auto-routing (Serper, Tavily, Exa). …
|
B 75 5⁄5 | ||||||||
| 4042 |
Provides implementation guidance, code validation, and troubleshooting tools fo…
|
B 75 5⁄5 | ||||||||
| 4043 |
Intelligently engineers and optimizes prompts for Claude Code with automatic la…
|
B 75 5⁄5 | ||||||||
| 4044 |
Enables generation of QR codes from text or URLs in multiple formats (DataURL, …
|
B 75 5⁄5 | ||||||||
| 4045 |
A local middleware Node.js application for Windows that enables seamless commun…
|
B 75 5⁄4 | ||||||||
| 4046 |
MCP server for rekordbox DJ database access. Provides read-only querying of tra…
|
B 75 5⁄5 | ||||||||
| 4047 |
Enables creation and querying of knowledge bases using Google's Gemini API File…
|
B 75 5⁄5 | ||||||||
| 4048 |
Enables AI assistants to automatically identify which machine they're working w…
|
B 75 5⁄4 | ||||||||
| 4049 |
MCP server for Thales CipherTrust Manager RestFul Data Protection service.
|
B 75 5⁄5 | ||||||||
| 4050 |
Provides tools for interacting with MinIO and S3-compatible object storage thro…
|
B 75 5⁄5 | ||||||||