MCP Server Quality Scores
Independent quality analysis of 69052 public MCP servers
Last updated 3 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62101 |
qwen-memory-agent
Claim
MCP-native persistent-memory agent that remembers user preferences across sessi…
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| 62102 |
imagegen-mcp
Claim
AI image generation MCP server with generate, background removal, 4x HD upscale…
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| 62103 |
DevBot
Claim
A Flask-based chatbot using Gemini 2.5 Flash and MCP tools to manage GitHub rep…
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| 62104 |
mcp-stealth-chrome
Claim
Provides 133 stealth tools for AI agents to bypass Cloudflare, Turnstile, and r…
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| 62105 |
mcp-obo
Claim
Implements the on-behalf-of flow with Entra ID to enable authorized calls to Mi…
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| 62106 |
A Model Context Protocol server that enables AI assistants to interact with Not…
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| 62107 |
skill-market
Claim
x402 skill catalog on lvlltd.com — search, quote, pay with Base USDC, unlock se…
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| 62108 |
GCP MCP Server
Claim
This server exposes over 250 tools across 23 GCP service domains, enabling AI m…
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| 62109 |
mcp-postgresdb-readonly
Claim
Provides read-only access to PostgreSQL databases, enabling querying, schema ex…
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| 62110 |
MCP COO DeFi
Claim
Autonomous MCP server for DeFi yield optimization, enabling yield opportunity d…
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| 62111 |
fallhr-mcp
Claim
MCP server for the foldkit framework, exposing 7-prime spine, 7 κ-bands, and 6 …
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| 62112 |
arc-story-queue
Claim
MCP server that queues stories and feeds them to live Claude Code sessions, del…
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| 62113 |
Buildkite MCP Server
Claim
Enables interaction with Buildkite CI/CD to list organizations, pipelines, buil…
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| 62114 |
Claude MCP Starter
Claim
A production-ready MCP server template with built-in tools for file search, web…
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| 62115 |
web-audit-mcp
Claim
Enables auditing of websites for performance, SEO, accessibility, security, and…
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| 62116 |
tossinvest-openapi-mcp
Claim
Safe-by-default MCP server for the official Toss Securities Open API, providing…
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| 62117 |
Scans GitHub repositories for security vulnerabilities by cloning, performing s…
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| 62118 |
harmonyos-dev-mcp
Claim
Enables HarmonyOS device discovery, app build and deployment, UI automation, E2…
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| 62119 |
GMA2 MCP
Claim
An MCP server that lets AI assistants control grandMA2 lighting consoles via Te…
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| 62120 |
# 🧾 StatsReceipt Creator Receipt Engine
Generate high-impact, aesthetic receipt…
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| 62121 |
Serena MCP Server
Claim
Provides IDE-like semantic code retrieval and editing tools for LLMs, enabling …
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| 62122 |
OpenPrints MCP
Claim
Enables AI agents to browse products, upload designs, place print orders, track…
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| 62123 |
figcraft
Claim
Enables AI-powered design operations in Figma, including UI creation, design re…
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| 62124 |
OpenFinClaw CLI
Claim
Enables quant research, strategy generation, backtesting, and paper trading fro…
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| 62125 |
Mercadona MCP Server
Claim
Enables shopping at Mercadona online grocery store via Claude, allowing catalog…
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| 62126 |
M365 MCP
Claim
MCP server for Microsoft 365 via the Microsoft Graph API, providing read-only a…
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| 62127 |
GoogleCalendarMCP
Claim
MCP server for interacting with Google Calendar, enabling reading events from p…
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| 62128 |
wd-mycloud-mcp
Claim
Enables AI assistants to browse, read, write, move, copy, and delete files on W…
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| 62129 |
weather-mcp
Claim
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| 62130 |
Offline AI-powered local file search. BM25 + semantic hybrid search across all …
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| 62131 |
EHR-migration data-integrity checklist: silent data-loss modes anchored to HL7/…
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| 62132 |
hiring-mcp
Claim
Enables candidates to apply to your open roles through an AI agent using Model …
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| 62133 |
bjn-uy-mcp
Claim
MCP server that enables searching and retrieving judicial decisions from the Ur…
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| 62134 |
test
Claim
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| 62135 |
ro-eli-mcp
Claim
This MCP server enables searching and retrieving Romanian legislation from the …
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| 62136 |
git-mcp
Claim
Enables AI agents to perform full Git operations including branching, committin…
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| 62137 |
opendata-mcp
Claim
Enables interaction with the OpenData Platform API by dynamically exposing all …
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| 62138 |
trae123
Claim
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| 62139 |
MCP server providing business tools for customer support and account management…
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| 62140 |
Shell Server
Claim
A simple MCP server that exposes a terminal tool, allowing AI agents to execute…
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| 62141 |
WikiStrata
Claim
Enables querying and interacting with a Markdown wiki generated from Confluence…
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| 62142 |
TMetric MCP Server
Claim
Integrates with TMetric for time tracking, enabling project listing, timer star…
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| 62143 |
mcp-finance-feeds
Claim
Provides tools to list and read curated finance & markets feeds, and fetch any …
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| 62144 |
An MCP server that lets AI agents delegate domain-specific tasks to local Ollam…
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| 62145 |
usecortex-mcp
Claim
Persistent knowledge memory for AI agents. Two-way flow: read context into proj…
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| 62146 |
perplexity-webui-mcp
Claim
MCP server that queries Perplexity Pro via WebUI session token, providing model…
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| 62147 |
scrcpy MCP Server
Claim
Exposes Android device control via adb and scrcpy as 22 tools for MCP clients l…
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| 62148 |
Playwright MCP (Heroku)
Claim
Enables AI models to interact with web pages through structured accessibility s…
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| 62149 |
Nautilus Compass
Claim
Drift-aware cross-agent memory · MCP/A2A · LongMemEval-S 56.6% · 1/15 Zep cost
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| 62150 |
mcp-garmin
Claim
MCP server for Garmin Connect that provides read-only access to daily health me…
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