MCP Server Quality Scores
Independent quality analysis of 59573 public MCP servers
Last updated 1 hour, 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21001 |
An MCP server that enables AI assistants to interact with the Taskwarrior comma…
|
B 72 4⁄3 | ||||||||
| 21002 |
Enables AI assistants to interact with Planning Center Online accounts across m…
|
B 72 4⁄4 | ||||||||
| 21003 |
Access institutional-grade alternative financial data directly in your LLM work…
|
B 72 4⁄4 | ||||||||
| 21004 |
An AI-powered MCP server that converts guitar audio recordings into high-qualit…
|
B 72 3⁄3 | ||||||||
| 21005 |
Enables human-in-the-loop interaction for AI coding workflows through native de…
|
B 72 3⁄3 | ||||||||
| 21006 |
Enables AI assistants to interact with Databricks workspaces programmatically, …
|
B 72 4⁄4 | ||||||||
| 21007 |
28 plugins and MCP servers for Claude Code — TDD, multi-agent orchestration, it…
|
B 72 3⁄3 | ||||||||
| 21008 |
Provision SaaS services from YAML and inject .env. Supports Clerk, Stripe, Rese…
|
B 72 3⁄3 | ||||||||
| 21009 |
Leverage advanced analytical thinking capabilities to break down complex proble…
|
B 72 3⁄3 | ||||||||
| 21010 |
Provides AI agents with read-only access to Google Search Console data, includi…
|
B 72 3⁄3 | ||||||||
| 21011 |
searchcraft
Claim
Full-text search for Next.js. BM25 scoring and fuzzy matching, no external serv…
|
B 72 3⁄3 | ||||||||
| 21012 |
Enables AI assistants to manage email campaigns, leads, email accounts, and ana…
|
B 72 4⁄4 | ||||||||
| 21013 |
EU Digital Omnibus AI Act tracker - Track delay status by article. First-mover …
|
B 72 3⁄3 | ||||||||
| 21014 |
Enables AI agents to search, analyze, and extract insights from YouTube videos …
|
B 72 3⁄3 | ||||||||
| 21015 |
Enables interaction with the Loxo recruitment platform API, facilitating tasks …
|
B 72 4⁄4 | ||||||||
| 21016 |
SD Elements MCP Server
Claim
A Model Context Protocol server that provides SD Elements API integration, enab…
|
B 72 4⁄4 | ||||||||
| 21017 |
cupertino
Claim
Apple Documentation MCP Server. Search Apple developer docs, Swift Evolution pr…
|
B 72 3⁄3 | ||||||||
| 21018 |
Simple MCP server that exposes a tool to fetch student result/CGPA data from MA…
|
B 72 3⁄3 | ||||||||
| 21019 |
Enables LLMs to write, append, and manage files in txt, md, csv, and xlsx forma…
|
B 72 3⁄3 | ||||||||
| 21020 |
|
B 72 4⁄3 | ||||||||
| 21021 |
An MCP server for automating Google Workspace applications including Sheets, Ap…
|
B 72 3⁄3 | ||||||||
| 21022 |
Sound
Claim
Apple Music playback control, library search, playlist management, and queue op…
|
B 72 3⁄3 | ||||||||
| 21023 |
Enables merchant integration with payware payment APIs for creating transaction…
|
B 72 4⁄4 | ||||||||
| 21024 |
An MCP server that exposes a legacy vulnerability database as tools for LLM cli…
|
B 72 3⁄3 | ||||||||
| 21025 |
MCP server that teaches any AI agent the AIDE methodology via progressive discl…
|
B 72 3⁄3 | ||||||||
| 21026 |
ronykit
Claim
API Framework supporting REST and RPC.
|
B 72 3⁄3 | ||||||||
| 21027 |
Enables interaction with Megaplan project management platform, allowing users t…
|
B 72 3⁄3 | ||||||||
| 21028 |
Google Ads - AdLoop
Claim
An MCP server that gives your AI assistant read + write access to Google Ads an…
|
B 72 4⁄3 | ||||||||
| 21029 |
A Model Context Protocol server that enables web scraping, crawling, and conten…
|
B 72 4⁄3 | ||||||||
| 21030 |
LibreNMS MCP Server is a Python-based Model Context Protocol (MCP) server desig…
|
B 72 4⁄3 | ||||||||
| 21031 |
opengov-mcp-server
|
B 72 4⁄4 | ||||||||
| 21032 |
A Python implementation that enables Large Language Models to interact with Pay…
|
B 72 4⁄4 | ||||||||
| 21033 |
An MCP (Model Context Protocol) server that provides access to Bing Webmaster T…
|
B 72 4⁄4 | ||||||||
| 21034 |
A command-line utility for interacting with MCP servers.
|
B 72 4⁄3 | ||||||||
| 21035 |
MCP server for the GitLab REST API providing tools to manage projects, merge re…
|
B 72 4⁄3 | ||||||||
| 21036 |
Enables interaction with Thunderbird email client to search and read emails, ma…
|
B 72 4⁄3 | ||||||||
| 21037 |
MCP server for Duplicacy — monitor backup status and Prometheus metrics
|
B 72 3⁄3 | ||||||||
| 21038 |
Codevira MCP provides persistent memory and project context for AI coding agent…
|
B 72 4⁄3 | ||||||||
| 21039 |
|
B 72 3⁄3 | ||||||||
| 21040 |
MCP server for Icelandic weather, forecasts, warnings, and earthquakes from ved…
|
B 72 3⁄3 | ||||||||
| 21041 |
A Qdrant MCP server
|
B 72 4⁄3 | ||||||||
| 21042 |
Notion MCP Server
Claim
Enables AI agents to interact with Notion workspaces through the Notion API, al…
|
B 72 4⁄4 | ||||||||
| 21043 |
MCP server for Allure TestOps — lets an LLM agent (Claude Code, Cursor,
Windsur…
|
B 72 3⁄3 | ||||||||
| 21044 |
Interact with Metabase seamlessly. Access dashboards, execute queries, and retr…
|
B 72 4⁄4 | ||||||||
| 21045 |
Exactly-once execution guard for AI agents. Prevents duplicate payments and web…
|
B 72 3⁄3 | ||||||||
| 21046 |
Enables AI assistants to perform cryptocurrency trading analysis and execution …
|
B 72 4⁄4 | ||||||||
| 21047 |
An open-source server that enables AI agents to interact with Azure DevOps proj…
|
B 72 4⁄4 | ||||||||
| 21048 |
Read Project Gutenberg books via MCP. Search, fetch metadata, and retrieve text…
|
B 72 3⁄3 | ||||||||
| 21049 |
List and fetch official Pine Labs SDK API documentation via MCP tools.
|
B 72 3⁄3 | ||||||||
| 21050 |
Enables LLMs to interact with Fathom.video API for managing meeting recordings,…
|
B 72 4⁄4 | ||||||||