MCP Server Quality Scores
Independent quality analysis of 47923 public MCP servers
Last updated 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23501 |
A comprehensive Python MCP server with built-in knowledge base (SQLite + FTS5),…
|
C 59 4⁄4 | ||||||||
| 23502 |
MCP server enabling AI assistants to control REAPER DAW for mixing, mastering, …
|
C 59 4⁄3 | ||||||||
| 23503 |
UniFi MCP Server
Claim
Provides AI assistants with access to UniFi Network and Protect infrastructure …
|
C 59 4⁄4 | ||||||||
| 23504 |
MCP server for document ingestion and semantic search on Qdrant. Enables ingest…
|
C 59 3⁄3 | ||||||||
| 23505 |
A simple MCP (Multimodal Conversational Plugin) server based on Joern that prov…
|
C 59 4⁄3 | ||||||||
| 23506 |
Enables AI assistants to interact with Atlassian products (Confluence and Jira)…
|
C 59 4⁄4 | ||||||||
| 23507 |
Meet WebHive, the AI-powered browser that takes care of tasks for you. No more …
|
C 59 4⁄3 | ||||||||
| 23508 |
StreamStorm
Claim
Bot to Spam messages on YouTube Live Stream Chat with an integrated MCP Server …
|
C 59 4⁄3 | ||||||||
| 23509 |
An AI-powered news and trend aggregator that tracks real-time hot topics and RS…
|
C 59 4⁄4 | ||||||||
| 23510 |
Multi-Agent Conversation Protocol server for accessing NASA's Astronomy Picture…
|
C 59 4⁄3 | ||||||||
| 23511 |
Provides AI assistants with access to comprehensive financial data including re…
|
C 59 4⁄4 | ||||||||
| 23512 |
Codebase context compiler for AI agents. Graph-ranked, token-budgeted, tier-com…
|
C 59 4⁄3 | ||||||||
| 23513 |
MCP Server for Google Services, with the ability to define your own scopes and …
|
C 59 4⁄4 | ||||||||
| 23514 |
Provides access to the GeoDB Cities API for retrieving global geographic data i…
|
C 58 4⁄4 | ||||||||
| 23515 |
A robust solution that enables AI agents to create, read, modify, and convert E…
|
C 58 4⁄4 | ||||||||
| 23516 |
An MCP server for checking OWASP Top 10 vulnerabilities during API development …
|
C 58 3⁄3 | ||||||||
| 23517 |
Validates AutoCAD VRD (Roads and Utilities) drawings against graphic standards …
|
C 58 3⁄3 | ||||||||
| 23518 |
opentabs
Claim
Plugin-based MCP server + Chrome extension that gives AI agents access to web a…
|
C 58 4⁄3 | ||||||||
| 23519 |
Browser automation plugin for OpenCode AI editor - Control Chrome/Edge with AI,…
|
C 58 4⁄3 | ||||||||
| 23520 |
Provides access to the API Ninjas Country API, allowing users to query detailed…
|
C 58 4⁄4 | ||||||||
| 23521 |
CTS MCP Server
Claim
Automates Close-to-Shore methodology for Godot game development by creating tas…
|
C 58 4⁄4 | ||||||||
| 23522 |
getpay_mcp
Claim
|
C 58 3⁄3 | ||||||||
| 23523 |
Enables natural language access to Zerodha trading accounts for retrieving port…
|
C 58 3⁄3 | ||||||||
| 23524 |
A MCP server for SailfishOS application development, creates new projects and a…
|
C 58 3⁄3 | ||||||||
| 23525 |
The ultimate math engine unifying SymPy, NumPy & Matplotlib in one powerful ser…
|
C 58 4⁄3 | ||||||||
| 23526 |
Enables safe execution of system shell commands with real-time streaming output…
|
C 58 4⁄3 | ||||||||
| 23527 |
Access all major Bitbucket Cloud features—repositories, pull requests, issues, …
|
C 58 4⁄4 | ||||||||
| 23528 |
axe MCP Server
Claim
Official MCP server for Axe DevTools for Web.
|
C 58 3⁄3 | ||||||||
| 23529 |
An MCP server that connects to the Resource Hub, allowing centralized configura…
|
C 58 4⁄4 | ||||||||
| 23530 |
Enables interaction with PostgreSQL databases through comprehensive database ma…
|
C 58 4⁄4 | ||||||||
| 23531 |
A customer and product management MCP server using SQLite. It enables Claude De…
|
C 58 3⁄3 | ||||||||
| 23532 |
This MCP server enables interaction with Google's Verified Access API, allowing…
|
C 58 4⁄3 | ||||||||
| 23533 |
Provides comprehensive session management for Claude Code with automatic initia…
|
C 58 4⁄3 | ||||||||
| 23534 |
A framework that provides search, fetch, and do primitives to enable AI agents …
|
C 58 4⁄4 | ||||||||
| 23535 |
Connects AI agents to real-time cryptocurrency market data from CoinGecko API, …
|
C 58 4⁄4 | ||||||||
| 23536 |
Build Secure and Compliant AI agents and MCP Servers. YC W23
|
C 58 4⁄3 | ||||||||
| 23537 |
huuh.me is AI-native Youtube
- dead easy AI for people with stuff to do
- colla…
|
C 58 4⁄4 | ||||||||
| 23538 |
Provides Claude AI with real-time access to Bitcoin price data, including curre…
|
C 58 4⁄4 | ||||||||
| 23539 |
qdrant-mcp-pi5
Claim
Persistent semantic memory for AI agents on Raspberry Pi 5 — local Qdrant + MCP…
|
C 58 4⁄3 | ||||||||
| 23540 |
Interact with Upbit cryptocurrency exchange services to retrieve market data, m…
|
C 58 4⁄4 | ||||||||
| 23541 |
A universal interface that enables AI Agents to seamlessly communicate with Adb…
|
C 58 4⁄4 | ||||||||
| 23542 |
Enables AI assistants to query freispace scheduling software data including sta…
|
C 58 4⁄4 | ||||||||
| 23543 |
AI-powered portfolio management and investment analysis server that enables the…
|
C 58 4⁄4 | ||||||||
| 23544 |
Locate dog shelters within a specified radius in San Francisco using an easy-to…
|
C 58 4⁄3 | ||||||||
| 23545 |
An MCP (Model Context Protocol) server that enables interaction with the Cisco …
|
C 58 4⁄3 | ||||||||
| 23546 |
MCP server and plugin that lets AI agents (Claude Code, Cursor, Codex, Gemini) …
|
C 58 4⁄3 | ||||||||
| 23547 |
Provides tools to get financial data (stock prices, company information) and ge…
|
C 58 4⁄4 | ||||||||
| 23548 |
Enables AI assistants to identify processes listening on specific network ports…
|
C 58 3⁄3 | ||||||||
| 23549 |
A Model Context Protocol server that exposes a tool to execute shell commands o…
|
C 58 3⁄3 | ||||||||
| 23550 |
MCP server for interacting with Prometheus metrics and data.
|
C 58 4⁄4 | ||||||||