MCP Server Quality Scores
Independent quality analysis of 40750 public MCP servers
Last updated 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38201 |
Lint AI agent context files (CLAUDE.md, AGENTS.md, etc.) against your actual co…
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| 38202 |
My Awesome MCP
Claim
A basic MCP server built with FastMCP framework that provides example tools inc…
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| 38203 |
pet-care-ai-mcp
Claim
pet-care-ai-mcp MCP server by MEOK AI Labs
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| 38204 |
marvenn-mcp
Claim
Marvenn MCP Server
AI-powered outbound marketing automation for agencies.
Wha…
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| 38205 |
bible-mcp
Claim
Enables AI assistants to look up Bible verses, search across translations, and …
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| 38206 |
An MCP server that provides Claude Code with access to Black Duck SCA for manag…
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| 38207 |
aicoreutils
Claim
JSON-first Coreutils CLI for AI agents. 114 commands with sandbox, dry-run, and…
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| 38208 |
a2areplayreceipt-mcp
Claim
Remote MCP for A2A failure replay MCP, structured receipts, audit logs, and rev…
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| 38209 |
URL shortening API for AI agents. Convert long URLs into compact short links wi…
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| 38210 |
che-apple-mail-mcp
Claim
Apple Mail MCP — 44 tools, SQLite millisecond search, .emlx parser, batch ops
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| 38211 |
Next Role
Claim
Next Role allows you to produce professionally tailored CVs/Resumes and Cover l…
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| 38212 |
MCP server for Anymail Finder API - find and verify email addresses via AI assi…
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| 38213 |
DEX liquidity depth analysis API for AI agents. Analyze Uniswap V3 pool liquidi…
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| 38214 |
appd-mcp
Claim
A read-only MCP server for AppDynamics that exposes 12 task-oriented tools to q…
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| 38215 |
voicesphere-mcp
Claim
Launch voice collection campaigns for feature phones, list active tasks, and mo…
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| 38216 |
unlinked
Claim
MCP server that brings your LinkedIn professional profile and experience into y…
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| 38217 |
Artemis MCP Server
Claim
Enables interaction with the Artemis API to retrieve and analyze cryptocurrency…
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| 38218 |
mcp
Claim
Currency conversion and exchange rates for AI. 170+ currencies, historical data…
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| 38219 |
Jeikin
Claim
Accessibility compliance for AI coding tools. WCAG 2.2 reviews with shared evid…
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| 38220 |
Shipcheck MCP
Claim
Read-only Shipcheck launch-risk scans for authorized JS, TS, and MCP repos.
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| 38221 |
Postal address validation API for AI agents. Parse and validate addresses world…
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| 38222 |
💯 The fastest YouTube transcript + YouTube search MCP for AI agents. Try for fr…
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| 38223 |
Citation Intelligence
Claim
Check what Perplexity, Claude, ChatGPT, Gemini, and Google AI Overviews cite fo…
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| 38224 |
Advanced codebase indexing and semantic search MCP server
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| 38225 |
Google Webmaster MCP
Claim
Enables AI agents to manage Google Tag Manager, Google Search Console, and Goog…
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| 38226 |
Lorem Ipsum placeholder text generator API for AI agents. Generate paragraphs, …
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| 38227 |
MCP Server for Apache Iceberg
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| 38228 |
WHOOP MCP Server
Claim
Connects WHOOP fitness data to Claude Desktop, enabling natural language querie…
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| 38229 |
browser-auth-mcp
Claim
Enables AI agents to authenticate with websites using a real Chromium browser w…
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| 38230 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects through natural language…
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| 38231 |
MCP-Mem0
Claim
A robust server for managing long-term agent memory using Mem0, providing effic…
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| 38232 |
Website technology detection API for AI agents. Identify 50+ technologies on an…
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| 38233 |
A comprehensive Model Context Protocol server that bridges LLMs with self-hoste…
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| 38234 |
Reddit MCP server - browse posts, search content, analyze users.
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| 38235 |
MCP Server Chart
Claim
Enables generation of 25+ types of charts and data visualizations using AntV, i…
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| 38236 |
mcptoollicense-mcp
Claim
Remote MCP for tool license checks, vendor policy review, alternatives, and lic…
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| 38237 |
Effortlessly search the Web and get access to high-quality results powered with…
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| 38238 |
mermaid-mcp-server
Claim
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| 38239 |
suwappu
Claim
Cross-chain DEX for AI agents. Swap tokens across 7+ chains.
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| 38240 | — | |||||||||
| 38241 |
Geobed
Claim
Browse all registered domains and retrieve details for any domain by name. Spee…
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| 38242 |
pushci
Claim
AI-native zero-config CI/CD. 19 languages, 40+ frameworks. Free forever.
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| 38243 |
12 deterministic calendar tools — temporal context, scheduling, availability, a…
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| 38244 |
Gibs
Claim
Regulatory compliance API for AI agents. Classify AI systems by risk level and …
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| 38245 |
mcp-master-omni-grid
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| 38246 |
MemoTrader MCP Server
Claim
AI-to-human attention marketplace. Agents pay CPM to reach humans, earn credits…
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| 38247 |
Setup Agent MCP
Claim
Enables AI assistants to automatically analyze GitHub repositories and set up d…
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| 38248 |
A Model Context Protocol server that enables AI models to extract structured da…
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| 38249 |
Git-Fabric CVE
Claim
Provides tools for autonomous CVE detection, enrichment, and remediation across…
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| 38250 |
DocQA MCP
Claim
AI document verification: catch hallucinations, arithmetic errors, and field mi…
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