MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38201 |
Wazuh MCP Server
Claim
A production-ready Model Context Protocol (MCP) server for seamless integration…
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| 38202 |
encrypted-vault-mcp
Claim
Local-first encrypted key-value vault for securely storing and retrieving secre…
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| 38203 |
Pulseq MCP Expert Server
Claim
An AI-powered server that helps users understand Pulseq code and MRI physics pr…
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| 38204 |
Playwright MCP Server
Claim
Enables browser automation via the Model Context Protocol, supporting headless …
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| 38205 |
An MCP server and CLI for controlling FarmBot hardware, enabling AI agents to m…
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| 38206 |
gemini-sidekick
Claim
A remote MCP connector deployed as a Cloudflare Worker that gives Claude access…
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| 38207 |
blackmount-mcp
Claim
Enables AI assistants to access and search local browser history, bookmarks, op…
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| 38208 |
openswissdata
Claim
Swiss customs (TARES), FINMA registry & NOGA/NACE/ISIC classifications. 9 MCP t…
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| 38209 |
MCP Demo
Claim
A model-agnostic MCP server exposing example tools (add1, multiply2, greet) for…
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| 38210 |
@altronis/sgdata-mcp
Claim
Comprehensive Singapore government data MCP server - typed tools for SG dataset…
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| 38211 |
mcp-epo-ops
Claim
Enables querying patent data from the European Patent Office, including bibliog…
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| 38212 |
Nullsec S1 MCP
Claim
Exposes Nullsec security tooling for scanning and explaining ZK circuits (Circo…
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| 38213 |
content-registry-mcp
Claim
content-registry-mcp MCP server by MEOK AI Labs
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| 38214 |
An MCP server for interacting with SAP SuccessFactors OData API to retrieve and…
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| 38215 |
workday-studio-mcp
Claim
A local MCP server that gives Claude direct access to Workday Studio workspace.…
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| 38216 |
david-mcp6
Claim
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| 38217 |
Rexi MCP Server
Claim
Enables AI assistants to interact with the Rexi API through a comprehensive wra…
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| 38218 |
interline
Claim
Neutral, non-custodial MCP payment router: discover rails, then pay across them.
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| 38219 |
MCP CNES
Claim
Consulta o CNES (estabelecimentos de saúde): profissionais, leitos, equipamento…
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| 38220 |
manim-mcp
Claim
MCP server that generates 3Blue1Brown-style math videos with Manim and AI voice…
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| 38221 |
Notion Advisor
Claim
An MCP server that provides AI assistants with full access to Notion workspaces…
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| 38222 |
trae123
Claim
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| 38223 |
mcp-server-joeleesuh
Claim
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| 38224 |
backend2mcp
Claim
Automatically converts Python web backends (FastAPI, Flask, Django) into MCP se…
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| 38225 |
Chrome MCP Server
Claim
Turn your Chrome browser into your intelligent assistant - Let AI take control …
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| 38226 |
swiss-culture-mcp
Claim
MCP server providing access to Swiss cultural heritage data including ISOS town…
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| 38227 |
Funplay Godot MCP
Claim
stdio bridge for the local Godot Editor MCP server from FunplayAI/funplay-godot…
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| 38228 |
Okareo
Claim
Simulation, evaluation and monitoring for voice agents.
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| 38229 |
MCP Weather Data Fetcher
Claim
Enables AI agents to retrieve live weather updates for any city via OpenWeather…
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| 38230 |
drive-update-mcp
Claim
Enables Claude to update existing Google Drive files in place via a service acc…
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| 38231 |
Repo intel for AI coding agents: overview, PRs, contributors, hot files, CI, de…
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| 38232 |
MCP-Server
Claim
A minimal MCP server built with TypeScript that exposes a get_weather tool over…
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| 38233 |
Integrates OpenWeatherMap API with MCP to provide weather data, forecasts, air …
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| 38234 |
hk-misc-mcp-server
Claim
Provides access to Hong Kong government auction data for confiscated, used/surp…
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| 38235 |
Programmatic Tableau workbook (.twb/.twbx) generation. 47 MCP tools for charts,…
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| 38236 |
MCP News Scraper
Claim
A Model Control Protocol server that provides news scraping capabilities for Kh…
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| 38237 |
mcp-server
Claim
An MCP server that integrates with LangChain and ChromaDB to provide documentat…
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| 38238 |
Provide AI assistants with up-to-date access to Google Workspace APIs and servi…
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| 38239 |
nbdpsy-mcp
Claim
MCP server for managing Xiaohongshu (Little Red Book) account matrix operations…
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| 38240 |
Busymate DevTools
Claim
Capture, inspect & debug HTTPS traffic across iOS, Android, browsers & backends…
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| 38241 |
Execute KQL in AI prompts via NL2KQL with schema discovery and Azure Data Explo…
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| 38242 |
Template MCP Server
Claim
A production-ready template for developing MCP servers with Python and FastMCP,…
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| 38243 |
Office MCP Server
Claim
MCP server for Microsoft Office file operations. Read, write, and create Excel,…
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| 38244 |
Brandcode MCP
Claim
Make your brand machine-readable. Extract identity from any website into tokens…
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| 38245 |
ABAP-ADT-API MCP-Server
Claim
Enables interaction with SAP ABAP systems via ADT APIs, allowing management of …
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| 38246 |
worldcup-2026-mcp
Claim
Query FIFA World Cup 2026 data including matches, standings, teams, and statist…
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| 38247 |
yacy-mcp
Claim
Enables AI applications to perform web searches using a YaCy search engine inst…
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| 38248 |
design-critique-mcp
Claim
Enables AI assistants to analyze design images for composition, color harmony, …
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| 38249 |
exocortex
Claim
Provides retrieval and graph tools for agents to search, backlink, and navigate…
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| 38250 |
EFLOWCODE Image MCP
Claim
MCP server for generating and editing images using EFLOWCODE's Responses API. S…
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