MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32901 |
MerchantGuard MCP Server
Claim
Provides AI-native fraud scoring, risk intelligence, and compliance tools for A…
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| 32902 |
TypeUI
Claim
Design systems, UI prompts, and layout variations for AI coding tools.
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| 32903 |
mac-audio-router-mcp
Claim
Enables AI agents to manage macOS audio routing, device switching, volume contr…
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| 32904 |
opcua2mcp
Claim
Converts OPC UA sensor data into MCP-compatible tools and exposes machine healt…
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| 32905 |
test-data-mocking-mcp
Claim
An MCP server that mocks payments, third-party API responses, and test data to …
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| 32906 |
tuskr-mcp-server
Claim
Enables interaction with the Tuskr test management API through MCP, supporting …
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| 32907 |
ae-meta-mcp
Claim
Lightweight MCP server for After Effects that enables Cursor Agent to execute E…
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| 32908 |
mcp-arcgis-austin
Claim
Enables querying and exploring City of Austin open geospatial data (parcels, zo…
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| 32909 |
A production-quality MCP server for querying Cisco security advisories via the …
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| 32910 |
mcp-googletasks-2
Claim
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| 32911 |
DocShark
Claim
DocShark is an MCP server that scrapes and indexes documentation websites, enab…
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| 32912 |
mcpkit-data
Claim
An MCP server with 66+ tools for data engineering, enabling AI assistants to in…
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| 32913 |
video-url-parser
Claim
Extracts direct download URLs for video and audio streams from various platform…
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| 32914 |
mcp-pdf-reader
Claim
A Model Context Protocol server that enables AI assistants to read PDF files, e…
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| 32915 |
MCP server that connects AI assistants to the Data Graphs knowledge graph platf…
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| 32916 |
yandex-direct-mcp
Claim
A hardened MCP server for managing Yandex.Direct advertising campaigns with rea…
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| 32917 |
MCP Selenium Server
Claim
Enables AI agents to automate browser interactions using Selenium WebDriver, su…
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| 32918 |
obsidian-autom8
Claim
Enables AI agents to remotely access and interact with Obsidian vaults via MCP,…
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| 32919 |
Gmail MCP Server
Claim
A custom MCP server for sending and managing Gmail emails, supporting both App …
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| 32920 |
Helps migrate projects from AI SDK 4.x to 5.0 by generating a migration checkli…
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| 32921 |
WP Commander MCP Server
Claim
Controls any WordPress site via natural language, offering tools for site healt…
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| 32922 |
Connects Claude Desktop to Windows Calculator, enabling accurate mathematical c…
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| 32923 |
loopquest-mcp
Claim
Enables MCP agents to submit content for human review via LoopQuest, returning …
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| 32924 |
QWED-MCP
Claim
Enables deterministic verification for AI assistants by executing Python code t…
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| 32925 |
DeepWiki MCP Server
Claim
Enables Claude to explore, analyze, and answer questions about any public GitHu…
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| 32926 |
Substack Reader
Claim
Enables fetching and reading subscriber-only content from Trade Companion by Ad…
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| 32927 |
CSS MCP Server
Claim
Enables CSS analysis with 150+ metrics, MDN documentation retrieval, and browse…
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| 32928 |
bbagent
Claim
Autonomous ESPN Fantasy Baseball manager that optimizes lineups, handles waiver…
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| 32929 |
evernode-mcp
Claim
Enables AI agents to build, check, cost, and deploy HotPocket dApps on Evernode…
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| 32930 |
Claude Gemini Bridge
Claim
An MCP server that provides access to Google Gemini models via Vertex AI, enabl…
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| 32931 |
yahoo-finance-mcp
Claim
MCP server for Thai SET/MAI stock data via Yahoo Finance API, enabling stock sc…
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| 32932 |
zk-utils
Claim
MCP server for zk note management enabling note search, creation, and link anal…
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| 32933 |
yubin1230
Claim
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| 32934 |
Samarth GTM MCP Server
Claim
Production-grade MCP server for the Google Tag Manager API v2 with read-only GA…
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| 32935 |
eyeot ERP
Claim
ERP français avec serveur MCP natif : plus de 1 800 actions métier auto-générée…
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| 32936 |
Spotify MCP Server
Claim
Enables control of Spotify playback, track search, and user profile retrieval v…
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| 32937 |
tripitaka-mcp
Claim
Search, cite, and compare the Pāli Canon (Tipiṭaka) — full coverage at parity w…
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| 32938 |
A FastAPI server that enables interaction with YouTube's data through search, v…
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| 32939 |
outline-wiki-mcp
Claim
Safe MCP server bootstrap for Outline Wiki providing connection validation, cap…
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| 32940 |
maiife-toolkit
Claim
Open-source AI governance toolkit — MCP servers & CLIs for scanning, auditing, …
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| 32941 |
posthog-mcp
Claim
Enables AI agents to query PostHog analytics data directly via tool calls, incl…
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| 32942 |
IDA Script MCP
Claim
Executes IDAPython scripts in IDA Pro through any MCP-compatible AI assistant, …
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| 32943 |
Ultra Debugger
Claim
Enables comprehensive JavaScript code analysis and debugging using ESLint and c…
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| 32944 |
abap-config-mcp
Claim
A standalone MCP server for SAP ABAP development and customizing that connects …
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| 32945 |
Enables AI agents to check real-time SAP object release status for ABAP Cloud a…
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| 32946 |
toss-invest
Claim
Enables interaction with Toss Securities API for market data, stock information…
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| 32947 |
mcp-task-manager
Claim
MCP server that wraps a personal task manager REST API, enabling Claude to read…
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| 32948 |
clutter-mcp
Claim
A Model Context Protocol server that lets an AI agent drive the whole Clutter p…
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| 32949 |
Consulente Legale
Claim
Local MCP server that provides Italian legal assistance by querying a local cor…
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| 32950 |
MCP Project Manager
Claim
A comprehensive project management and workflow tracking system that integrates…
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