MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38951 |
Enables LLMs to search and retrieve academic papers from arXiv by topic, author…
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| 38952 |
Validates EU electronic invoices (Peppol, XRechnung, FatturaPA, etc.) and expla…
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| 38953 |
An MCP server that enables AI agents to interact with QuickBooks Online account…
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| 38954 |
Hello
Claim
Greet anyone by name with friendly messages. Discover the origin story of 'Hell…
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| 38955 |
Witnessed
Claim
Verifiable action receipts for AI agents — agents sign claims locally, an indep…
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| 38956 |
Yazio MCP
Claim
Enables querying Yazio food logs including meals, daily summaries, and nutritio…
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| 38957 |
quiver-quant-mcp
Claim
Enables querying alternative financial data including congressional trades, ins…
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| 38958 |
Enables AI assistants to access and analyze Fitbit health data (activity, sleep…
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| 38959 |
Enables sending emails, drafting emails, and appending text to Google Docs via …
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| 38960 |
Yahoo Mail MCP Server
Claim
Enables LLMs to read, search, and send emails through Yahoo Mail using secure O…
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| 38961 |
figmind
Claim
MCP server that connects AI clients to Figma, enabling real-time reading, creat…
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| 38962 |
linkedin-mcp
Claim
A personal-use remote MCP server that lets you post to LinkedIn, queue/schedule…
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| 38963 |
Cloud Access Security Broker. Identify security misconfigurations across SaaS a…
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| 38964 |
epik-gh
Claim
A GitHub MCP server that wraps the gh CLI to expose GitHub operations like issu…
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| 38965 |
Queue AIops
Claim
Governed redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 28 t…
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| 38966 |
Hello World MCP Server
Claim
A simple MCP server that provides greeting tools and server information.
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| 38967 |
Networking MCP
Claim
Local-first MCP server for research on AI-assisted browsing of a user-owned pro…
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| 38968 |
shadcn MCP Server
Claim
Provides AI assistants with direct access to shadcn/ui components and blocks, e…
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| 38969 |
paper-invoice-mcp
Claim
MCP server for Paper.id Indonesian invoicing and accounting platform, providing…
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| 38970 |
CBT Agent Helper
Claim
An MCP server that enables AI agents to engage in structured deep thinking and …
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| 38971 |
ComplyMe.AI MCP server for legal & data protection risk analysis and audits.
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| 38972 |
AramidBridgeMCP
Claim
Enables cross-chain bridging between Voi and Algorand networks, providing asset…
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| 38973 |
document-comparison-ai-mcp MCP server by MEOK AI Labs
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| 38974 |
A Cloudflare Workers-based remote MCP server without authentication, enabling c…
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| 38975 |
Allotrope MCP Server
Claim
Provides tools for validating, listing, describing, and fetching Allotrope Simp…
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| 38976 |
mcp-svg-marp
Claim
An MCP server that converts SVG files into Marp presentations, with features li…
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| 38977 |
Domain memory
Claim
A local MCP server that accumulates the business-domain knowledge of a software…
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| 38978 |
Enables fetching content from InterviewReady (blogs, resources, course material…
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| 38979 |
mcp-ctera-core
Claim
Enables AI-driven interaction with CTERA Portal APIs for file and folder manage…
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| 38980 |
nmap-mcp
Claim
An nmap MCP server for AI-assisted network security auditing, providing 14 purp…
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| 38981 |
kicad-studio
Claim
VS Code extension that turns KiCad projects into an interactive workspace with …
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| 38982 |
mailchimp-mcp
Claim
A hybrid Mailchimp MCP server with 12 tools: 10 native tools for common email w…
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| 38983 |
kicad-mcp
Claim
MCP server that analyzes, reviews, and exports KiCad 9 designs, with live board…
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| 38984 |
US ISO Grid MCP
Claim
Enables real-time access to US electricity generation, fuel mix, and demand dat…
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| 38985 |
A Model Context Protocol (MCP) server for the Ghost Security API, providing sec…
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| 38986 |
ArcRift MCP Server
Claim
Persistent memory for AI coding tools that captures conversations, builds a sea…
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| 38987 |
mcp-roam
Claim
Enables AI agents to semantically search, retrieve, and augment an org-roam kno…
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| 38988 |
Web3 Career MCP Server
Claim
Enables AI agents to search and filter Web3 job listings from web3.career, supp…
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| 38989 |
line-bot-mcp-server
Claim
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| 38990 |
panda-mcp
Claim
Turns a comma.ai Panda into a conversational CAN reverse-engineering rig, allow…
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| 38991 |
witch-journey-mcp
Claim
Enables AI assistants to control the game 'Witch's Apocalyptic Journey' through…
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| 38992 |
CodeAudit MCP
Claim
A read-only MCP server for AI coding agents to inspect repositories, audit code…
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| 38993 |
Lumnix
Claim
AI-powered e-commerce research tools via MCP. Search Amazon, Alibaba & AliExpre…
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| 38994 |
agentready-mcp
Claim
Query any docs site via MCP. Submit a URL, ask questions, get cited answers.
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| 38995 |
Aptos Blockchain Server
Claim
Enable AI applications to seamlessly interact with the Aptos blockchain for acc…
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| 38996 |
abraxas93
Claim
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| 38997 |
juejin-mcp-server
Claim
Enables AI assistants to access and analyze content from the Chinese developer …
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| 38998 |
tlocal
Claim
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| 38999 |
XenonFlare MCP Server
Claim
Enables AI assistants to manage social media accounts, upload media (videos and…
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| 39000 |
youtube
Claim
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