MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 27051 |
ai-quality-gate
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🚀 Kill the Junior AI Era. 🤖 Level up AI code to automatically Principal standar…
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| 27052 |
ServiceNow MCP Server
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Enables Claude to interact with ServiceNow instances for incident management, s…
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| 27053 |
ai-memory
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Persistent memory for any AI — zero token cost until recall
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| 27054 |
Nuvio-MCP
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A framework that helps developers quickly build AI Native IDE products.
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| 27055 |
drand
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Fetch publicly verifiable randomness from the drand quicknet. Retrieve the late…
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| 27056 |
agentbuilders
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Deploy full-stack AI agent apps with database, auth, storage, and Edge AI on on…
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| 27057 |
aifais-mcp-server
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Headless document processing for AI agents. Invoice extraction, contract analys…
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| 27058 |
cloudscope
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Cloud cost management MCP server for Azure: spending, forecasts, anomalies, bud…
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| 27059 |
firefox-devtools-mcp
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Model Context Protocol server for Firefox DevTools - enables AI assistants to i…
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| 27060 |
looply
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Looply AI call center MCP Server - manage calls, leads, contacts, and analytics.
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| 27061 |
aaaa-nexus
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| 27062 |
Provides comprehensive access to MoEngage documentation from developers, help, …
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| 27063 |
Provides access to InterSystems IRIS ObjectScript documentation, examples, and …
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| 27064 |
Remote MCP security gateway for auth, redaction, policy enforcement, and audit …
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| 27065 |
Confluence MCP Server
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A server that allows Cursor AI to access and search through Confluence document…
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| 27066 |
Bitrix24 MCP Server
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Enables AI agents to interact with Bitrix24 CRM for managing contacts, deals, t…
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| 27067 |
Gmail MCP Server
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A privacy-focused MCP server that grants Claude read-only access to Gmail using…
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| 27068 |
test
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| 27069 |
Ping 134+ free coding LLMs across 17 providers, rank by latency, pick the faste…
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| 27070 |
BambuStudio MCP Server
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Provides end-to-end 3D printing automation for Bambu Lab printers, allowing use…
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| 27071 |
noto-crm
Claim
Minimalist CRM with AI agent for freelancers — pricing, features, comparisons
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| 27072 |
Sentrik
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Governance runtime for AI-generated code. Enforce compliance and security stand…
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| 27073 |
prep-it
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Search, save, organize, cook, and share recipes with any AI assistant.
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| 27074 |
yookassa-mcp
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MCP server for YooKassa payment API — payments, refunds, receipts (54-FZ). 10 t…
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| 27075 |
Lightpaper
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Publish and manage high-quality markdown documents with automated quality feedb…
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| 27076 |
Fusion360MCP
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Enables AI-powered CAD automation in Autodesk Fusion 360 through natural langua…
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| 27077 |
Tenderly
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Simulate, debug, and trace smart contract transactions on 100+ EVM networks. Cr…
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| 27078 |
UnClick
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AI agent tool marketplace. 60+ tools for social, e-commerce, accounting, and me…
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| 27079 |
smartest-tv
Claim
Control any smart TV with natural language. Resolve Netflix/YouTube/Spotify and…
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| 27080 |
invezgo
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| 27081 |
humanify-mcp
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Transform AI-generated copy into human-sounding, GEO-optimised marketing conten…
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| 27082 |
Browserbase MCP Server
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Enables AI to control cloud browsers and automate web interactions through Brow…
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| 27083 |
GitLab MCP Server
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Connects AI assistants to GitLab projects, enabling natural language queries fo…
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| 27084 |
MCP server for Colombo Stock Exchange data
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| 27085 |
Veroq
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The trust protocol for agentic AI. Ask anything, verify everything — with evi…
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| 27086 |
FRED Economic Data
Claim
GDP, unemployment, CPI, interest rates, and 800K+ economic time series from the…
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| 27087 |
test
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| 27088 |
esrp-mcp-server-test
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The Microsoft OSS MCP server exposes tools to discover & validate trusted Micro…
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| 27089 |
Fabric MCP Agent
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Enables natural language querying of Microsoft Fabric Data Warehouses with inte…
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| 27090 |
Suwappu
Claim
High-performance cross-chain liquidity bot. Trade 100+ tokens across 7+ chains …
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| 27091 |
test123
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| 27092 |
Provides secure access to Microsoft Entra ID (Azure AD) resources including use…
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| 27093 |
Ares DevOps MCP Server
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Enables seamless interaction with Azure DevOps for managing Git repositories, b…
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| 27094 |
Apple MCP Tools
Claim
A collection of tools that enable AI assistants to interact with Apple applicat…
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| 27095 |
test
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| 27096 |
FDIC BankFind
Claim
Bank financials, branch locations, deposit data, and failure history from FDIC
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| 27097 |
0pi
Claim
Free, 2hr expiry agent storage to cache contexts, bridge workflows, or dump dat…
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| 27098 |
MCP Calculator
Claim
A modular calculator server built with the MCP SDK that provides basic arithmet…
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| 27099 |
FCC Broadband Map
Claim
Broadband availability, providers, speeds, and BEAD classification from the FCC
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| 27100 |
CDC PLACES Health Data
Claim
County and tract-level health outcomes, behaviors, and preventive services from…
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