MCP Server Quality Scores
Independent quality analysis of 47403 public MCP servers
Last updated 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47201 |
sales
Claim
BANT + MEDDIC qualification, ICP scoring, pipeline forecasting & outreach for C…
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| 47202 |
A powerful MCP server that extracts, stores, searches, and analyzes Claude.ai c…
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| 47203 |
ssh-client-mcp-server
Claim
A local MCP server that enables LLMs to execute shell commands on remote hosts …
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| 47204 |
Playwright & Appium test automation for Claude. Generate tests, diagnose failur…
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| 47205 |
Twitch-Streamer-Server
Claim
See setup blow. Enable AI agents to interact with Twitch streams by sending cha…
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| 47206 |
ShotAPI
Claim
Screenshot and HTML Rendering MCP Server for AI Agents. Capture screenshots, re…
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| 47207 |
Search Google Books and Open Library for book metadata, covers, and publication…
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| 47208 |
MCP server for SocialAPI — manage social media comments, DMs, reviews, and ment…
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| 47209 |
Occam
Claim
Occam is an MCP server that discovers mathematical equations from numerical dat…
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| 47210 |
Meilisearch API Server
Claim
Provide AI models with seamless access to Meilisearch's powerful search and ind…
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| 47211 |
LINZA
Claim
Local-first MCP sidecar for Markdown artifacts, review intents, and supervised …
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| 47212 |
Agent Cost Allocator MCP — multi-tenant LLM cost attribution for chargeback bil…
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| 47213 |
agoradigest-mcp
Claim
MCP server that connects your AgoraDigest A2A agent to MCP-compatible clients, …
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| 47214 |
testing
Claim
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| 47215 |
XRPL Wallet Risk Score
Claim
XRPL wallet risk scoring. Behavioral tags, sub-scores, graph analysis. Pay per …
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| 47216 |
Respira WordPress MCP
Claim
172+ tools, 12 builders, context-aware filtering. SafeEdit safety.
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| 47217 |
One MCP, many parsers
Claim
One MCP, many parsers. Routes between markitdown, Docling, and LlamaParse. Plus…
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| 47218 |
Sling CLI MCP server for querying any database, running data pipelines and mana…
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| 47219 |
GetCurrentOffer
Claim
**GetCurrentOffer** is a remote MCP server that lets AI agents search live cred…
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| 47220 |
A Model Context Protocol server that enables Claude Desktop users to interact d…
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| 47221 |
Olostep MCP server for web scraping, google search and website urls search.
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| 47222 |
Plate MCP
Claim
Lightweight project management for teams and AI agents.
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| 47223 |
Secure integration between AI tools and Egnyte content with search, analysis, a…
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| 47224 |
Local business data for SW Riverside County CA (Temecula, Murrieta, Menifee, La…
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| 47225 |
MCP Web Scraper
Claim
A Model Context Protocol server that scrapes static HTML with BeautifulSoup for…
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| 47226 |
Interactive programming teacher using Scrimba's methodology for 10x retention
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| 47227 |
MCP server for Ruchy: code analysis, scoring, linting, formatting, and transpil…
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| 47228 |
WikidataMCP
Claim
Model Context Protocol for Wikidata
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| 47229 |
Agents Council
Claim
The simplest way to bridge and collaborate across AI Agent sessions like Claude…
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| 47230 |
metabase-server
Claim
Enables AI assistants to interact with Metabase by providing access to dashboar…
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| 47231 |
VisualQ MCP Server
Claim
Enables running visual regression tests, polling results, and reading structure…
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| 47232 |
An MCP server utilizing Supabase to provide memory and knowledge graph storage,…
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| 47233 |
AI-driven MCP server for Sitecore XM Cloud authoring, enabling template creatio…
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| 47234 |
else_when
Claim
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| 47235 |
mongodb3-mcp-server
Claim
A lightweight MCP server for MongoDB 3.6+ providing read, write, metadata, and …
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| 47236 |
Cold Mail Marketing
Claim
AI-powered cold email campaign management through Model Context Protocol (MCP).
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| 47237 |
Enables WordPress content management through the Model Context Protocol, allowi…
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| 47238 |
meok-governance-smithery
Claim
MEOK Governance Engine - 62 AI governance tools. EU AI Act + NIST + ISO 42001 +…
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| 47239 |
Enables LLMs to interact with small business data systems through tools for doc…
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| 47240 |
openEHR MCP Server
Claim
Enables MCP clients like Claude Desktop to interact with openEHR REST APIs (EHR…
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| 47241 |
appium-mcp
Claim
Professional mobile test automation framework with AI-powered test generation, …
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| 47242 |
Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
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| 47243 |
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and doc…
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| 47244 |
groupdocs-comparison-mcp
Claim
MCP server for GroupDocs.Comparison — compare documents and inspect source info…
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| 47245 |
serverclaude
Claim
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| 47246 |
Read and verify Content Credentials (C2PA) from images and media using the c2pa…
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| 47247 |
API Locker
Claim
Encrypted credential vault with a 21-tool MCP server. Store and manage LLM API …
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| 47248 |
EV-recall transport compliance — ADR Class 9 (UN3480/3481/3536/3556/3557/3558),…
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| 47249 |
Agent Content Watermark MCP — dedicated EU AI Act Article 50(2) GenAI watermark…
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| 47250 |
Weather MCP Server
Claim
Provides real-time weather information for Brazilian cities, built with domain-…
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