MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 1 hour, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40101 |
TunnelMind Data API
Claim
Tracker / Sigil / Cross-lens — every TunnelMind Data API operation as one MCP s…
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| 40102 |
vision-mcp
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An MCP server that gives text-only AI coding CLIs the ability to analyze images…
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| 40103 |
Drip MCP Server
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Enables AI assistants to manage Drip email marketing automation, including subs…
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| 40104 |
Hello MCP Server
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A simple demonstration MCP server that responds with "4" when greeted with "hel…
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| 40105 |
renfield-mcp-tracking
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Multi-carrier parcel tracking server that communicates directly with carrier AP…
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| 40106 |
Binance MCP Server
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Backend service that enables users to connect with Binance exchange for viewing…
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| 40107 |
Korean Law MCP Server
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A FastMCP server that enables searching Korean legal documents and retrieving r…
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| 40108 |
A multi-service MCP server for Cloudflare Workers that enables managing Gigalix…
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| 40109 |
A Model Context Protocol server that enables AI assistants to interact with Dat…
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| 40110 |
xmcp Application
Claim
A template MCP server created with create-xmcp-app that demonstrates structured…
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| 40111 |
ragic-mcp
Claim
Enables AI agents to interact with Ragic databases via MCP protocol, supporting…
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| 40112 |
MCP Analytics
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Statistical analysis platform — upload CSV or connect GA4/GSC, run 77+ validate…
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| 40113 |
viam-community-mcp
Claim
An unofficial MCP server for inspecting and diagnosing Viam robotics fleets. It…
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| 40114 |
MySQL MCP Server
Claim
Enables AI assistants to directly query MySQL databases, list tables, and view …
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| 40115 |
Zernio
Claim
Social APIs for developers and AI agents. Schedule posts, track analytics, answ…
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| 40116 |
Uber Eats MCP Server
Claim
Enables interaction with Uber Eats for food ordering and delivery management th…
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| 40117 |
Ledger MCP
Claim
Provides double-entry accounting for AI agents, allowing creation of a chart of…
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| 40118 |
ai-agent-scratchpad
Claim
Cloudflare Workers MCP server: ai-agent-scratchpad
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| 40119 |
Wireshark MCP Server
Claim
A Model Context Protocol server that enables AI assistants to perform network p…
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| 40120 |
browser-agent-mcp
Claim
Production-grade MCP server for autonomous web automation with stealth features…
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| 40121 |
Revenue-management tools for AI agents: seat protection, overbooking, pricing, …
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| 40122 |
ccpp-tools-mcp
Claim
MCP server providing deterministic, standards-traceable engineering calculation…
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| 40123 |
portainer-mcp-server
Claim
MCP server for Portainer REST API that enables AI assistants to manage Docker c…
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| 40124 |
gmail_mcp
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| 40125 |
mcp-devops-onpremise
Claim
MCP server for on-premises Azure DevOps that lets AI assistants browse reposito…
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| 40126 |
ccRecall
Claim
Enables Claude Code to query and store memories from past conversations using F…
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| 40127 |
MCP server for generating charts using AntV. Supports various chart types throu…
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| 40128 |
mcp-qobuz
Claim
AI-native MCP server for Qobuz that enables searching, browsing, and managing y…
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| 40129 |
HIPAA-aware healthcare AI. Clinical documentation, compliance checks, audit pre…
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| 40130 |
Cabrini Market Data
Claim
US equity data for AI agents — 23 years intraday + daily, SEC filings. x402 USD…
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| 40131 |
bear-mcp
Claim
Enables Claude to interact with Bear notes (via better-bear-cli) for listing, s…
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| 40132 |
Calypso multimodal RAG for grounded answers from docs, images, charts, and know…
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| 40133 |
mcp
Claim
Crypto MCP — 99 tools across news, market, on-chain, sentiment, indicators, age…
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| 40134 |
agentcash
Claim
Generic MCP server for calling x402-protected APIs with automatic payment handl…
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| 40135 |
dotnet-coverage-mcp
Claim
MCP server for .NET coverage: run tests, parse Cobertura, find uncovered branch…
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| 40136 |
Caplets
Claim
A progressive-disclosure gateway for MCP servers that keeps tool lists small by…
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| 40137 |
mcp-py-devto
Claim
Enables interaction with dev.to platform through a message-based architecture, …
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| 40138 |
Atlas Research
Claim
Read-only MCP over an agentic SLR workspace with per-claim citation verification
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| 40139 |
Enables Claude to extract text and metadata from PDF files via URL or base64 en…
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| 40140 |
Enables AI assistants to manage multiple Outlook/Microsoft 365 mailboxes simult…
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| 40141 |
mcp-datagov-il
Claim
Provides access to Israel's national open data portal (data.gov.il) via CKAN AP…
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| 40142 |
Subindex MCP Server
Claim
Generates, validates, and updates structured research tables by synthesizing mu…
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| 40143 |
code-reviewer-mcp
Claim
An MCP server that performs automated code reviews by analyzing git diffs again…
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| 40144 |
mcp-server
Claim
An MCP server to send personalised direct mail.
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| 40145 |
eia-energy-mcp-server
Claim
Browse and query the EIA API v2 — electricity, petroleum, natural gas, coal, fo…
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| 40146 |
qr-for-agent
Claim
Dynamic QR code MCP server for AI agents. Create, retarget, and track QR codes
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| 40147 |
Statespace
Claim
Enables users to document data and connect it to AI agents by defining tools an…
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| 40148 |
notebookllm_mcp
Claim
Converts Jupyter notebooks to a simplified plain text format to reduce token us…
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| 40149 |
MCP-Deep-Researcher
Claim
A multi-agent research system that decomposes complex queries into targeted sub…
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| 40150 |
mcp
Claim
MCP server for the Geomelon geographic API — stdio and remote HTTP transports
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