MCP Server Quality Scores
Independent quality analysis of 47403 public MCP servers
Last updated 1 hour, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47201 |
Agent Token Budget MCP — hard per-session token + spend cap with signed budget-…
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| 47202 |
Raindrop.io
Claim
Manage and curate your Raindrop.io bookmarks, collections, and tags without lea…
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| 47203 |
Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integrat…
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| 47204 |
MCP server that provides npm package information for AI agents during TypeScrip…
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| 47205 |
A lightweight gateway server that provides a unified connection entry point for…
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| 47206 |
run402-mcp
Claim
Enables users to provision, manage, and query AI-native Postgres databases dire…
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| 47207 |
sales
Claim
BANT + MEDDIC qualification, ICP scoring, pipeline forecasting & outreach for C…
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| 47208 |
A powerful MCP server that extracts, stores, searches, and analyzes Claude.ai c…
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| 47209 |
ssh-client-mcp-server
Claim
A local MCP server that enables LLMs to execute shell commands on remote hosts …
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| 47210 |
Playwright & Appium test automation for Claude. Generate tests, diagnose failur…
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| 47211 |
Twitch-Streamer-Server
Claim
See setup blow. Enable AI agents to interact with Twitch streams by sending cha…
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| 47212 |
ShotAPI
Claim
Screenshot and HTML Rendering MCP Server for AI Agents. Capture screenshots, re…
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| 47213 |
Search Google Books and Open Library for book metadata, covers, and publication…
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| 47214 |
MCP server for SocialAPI — manage social media comments, DMs, reviews, and ment…
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| 47215 |
Occam
Claim
Occam is an MCP server that discovers mathematical equations from numerical dat…
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| 47216 |
Meilisearch API Server
Claim
Provide AI models with seamless access to Meilisearch's powerful search and ind…
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| 47217 |
LINZA
Claim
Local-first MCP sidecar for Markdown artifacts, review intents, and supervised …
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| 47218 |
Agent Cost Allocator MCP — multi-tenant LLM cost attribution for chargeback bil…
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| 47219 |
agoradigest-mcp
Claim
MCP server that connects your AgoraDigest A2A agent to MCP-compatible clients, …
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| 47220 |
testing
Claim
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| 47221 |
XRPL Wallet Risk Score
Claim
XRPL wallet risk scoring. Behavioral tags, sub-scores, graph analysis. Pay per …
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| 47222 |
Respira WordPress MCP
Claim
172+ tools, 12 builders, context-aware filtering. SafeEdit safety.
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| 47223 |
One MCP, many parsers
Claim
One MCP, many parsers. Routes between markitdown, Docling, and LlamaParse. Plus…
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| 47224 |
Sling CLI MCP server for querying any database, running data pipelines and mana…
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| 47225 |
GetCurrentOffer
Claim
**GetCurrentOffer** is a remote MCP server that lets AI agents search live cred…
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| 47226 |
A Model Context Protocol server that enables Claude Desktop users to interact d…
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| 47227 |
Olostep MCP server for web scraping, google search and website urls search.
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| 47228 |
Plate MCP
Claim
Lightweight project management for teams and AI agents.
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| 47229 |
Secure integration between AI tools and Egnyte content with search, analysis, a…
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| 47230 |
Local business data for SW Riverside County CA (Temecula, Murrieta, Menifee, La…
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| 47231 |
MCP Web Scraper
Claim
A Model Context Protocol server that scrapes static HTML with BeautifulSoup for…
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| 47232 |
Interactive programming teacher using Scrimba's methodology for 10x retention
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| 47233 |
MCP server for Ruchy: code analysis, scoring, linting, formatting, and transpil…
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| 47234 |
WikidataMCP
Claim
Model Context Protocol for Wikidata
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| 47235 |
mcp
Claim
Email validation and SMTP verification for Claude Desktop, Cursor, and Claude C…
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| 47236 |
Secure, read-only access to Amazon Redshift with schema introspection and smart…
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| 47237 |
agentmart
Claim
First AI Agent e-commerce marketplace with 74+ AI products, MCP protocol, and A…
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| 47238 |
Sales Intelligence
Claim
12-in-1 sales intelligence MCP server — company research, lead enrichment, cont…
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| 47239 |
ZenRent
Claim
**ZenRent MCP** — the UK property management MCP server for landlords.
Connect…
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| 47240 |
Remote MCP security gateway for auth, redaction, policy enforcement, and audit …
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| 47241 |
Model Context Protocol server for HackerNews API access.
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| 47242 |
korean-stocks
Claim
Korean stock & crypto for AI agents. KRX news, financials, risk via x402 USDC p…
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| 47243 |
muapi
Claim
Generate images, videos, and audio using 100+ AI models via muapi.ai.
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| 47244 |
Atomic Mail
Claim
Programmable email inbox for AI agents — JMAP, PoW auth, stdio MCP server.
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| 47245 |
zillow-mcp
Claim
Zillow real-estate for Claude — search, property details, Zestimates, saved sea…
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| 47246 |
crawl4ai-mcp-server
Claim
Self-hosted MCP server that provides web scraping and crawling tools, integrati…
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| 47247 |
A Forgejo MCP Server
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| 47248 |
An MCP server running inside a trusted execution environment (TEE) via Gramine,…
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| 47249 |
AI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP…
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| 47250 |
mcp-server
Claim
AI-powered household inventory — query everything you own via natural language
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