MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62301 |
Enables AI assistants to access and analyze Fitbit health data (activity, sleep…
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| 62302 |
Enables sending emails, drafting emails, and appending text to Google Docs via …
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| 62303 |
Yahoo Mail MCP Server
Claim
Enables LLMs to read, search, and send emails through Yahoo Mail using secure O…
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| 62304 |
figmind
Claim
MCP server that connects AI clients to Figma, enabling real-time reading, creat…
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| 62305 |
quiver-quant-mcp
Claim
Enables querying alternative financial data including congressional trades, ins…
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| 62306 |
linkedin-mcp
Claim
A personal-use remote MCP server that lets you post to LinkedIn, queue/schedule…
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| 62307 |
Cloud Access Security Broker. Identify security misconfigurations across SaaS a…
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| 62308 |
epik-gh
Claim
A GitHub MCP server that wraps the gh CLI to expose GitHub operations like issu…
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| 62309 |
Hello World MCP Server
Claim
A simple MCP server that provides greeting tools and server information.
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| 62310 |
Networking MCP
Claim
Local-first MCP server for research on AI-assisted browsing of a user-owned pro…
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| 62311 |
shadcn MCP Server
Claim
Provides AI assistants with direct access to shadcn/ui components and blocks, e…
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| 62312 |
paper-invoice-mcp
Claim
MCP server for Paper.id Indonesian invoicing and accounting platform, providing…
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| 62313 |
CBT Agent Helper
Claim
An MCP server that enables AI agents to engage in structured deep thinking and …
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| 62314 |
AramidBridgeMCP
Claim
Enables cross-chain bridging between Voi and Algorand networks, providing asset…
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| 62315 |
A Cloudflare Workers-based remote MCP server without authentication, enabling c…
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| 62316 |
Allotrope MCP Server
Claim
Provides tools for validating, listing, describing, and fetching Allotrope Simp…
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| 62317 |
mcp-svg-marp
Claim
An MCP server that converts SVG files into Marp presentations, with features li…
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| 62318 |
mcp-ctera-core
Claim
Enables AI-driven interaction with CTERA Portal APIs for file and folder manage…
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| 62319 |
nmap-mcp
Claim
An nmap MCP server for AI-assisted network security auditing, providing 14 purp…
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| 62320 |
kicad-studio
Claim
VS Code extension that turns KiCad projects into an interactive workspace with …
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| 62321 |
mailchimp-mcp
Claim
A hybrid Mailchimp MCP server with 12 tools: 10 native tools for common email w…
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| 62322 |
kicad-mcp
Claim
MCP server that analyzes, reviews, and exports KiCad 9 designs, with live board…
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| 62323 |
A Model Context Protocol (MCP) server for the Ghost Security API, providing sec…
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| 62324 |
ArcRift MCP Server
Claim
Persistent memory for AI coding tools that captures conversations, builds a sea…
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| 62325 |
US ISO Grid MCP
Claim
Enables real-time access to US electricity generation, fuel mix, and demand dat…
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| 62326 |
mcp-roam
Claim
Enables AI agents to semantically search, retrieve, and augment an org-roam kno…
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| 62327 |
Web3 Career MCP Server
Claim
Enables AI agents to search and filter Web3 job listings from web3.career, supp…
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| 62328 |
line-bot-mcp-server
Claim
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| 62329 |
panda-mcp
Claim
Turns a comma.ai Panda into a conversational CAN reverse-engineering rig, allow…
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| 62330 |
witch-journey-mcp
Claim
Enables AI assistants to control the game 'Witch's Apocalyptic Journey' through…
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| 62331 |
CodeAudit MCP
Claim
A read-only MCP server for AI coding agents to inspect repositories, audit code…
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| 62332 |
Lumnix
Claim
AI-powered e-commerce research tools via MCP. Search Amazon, Alibaba & AliExpre…
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| 62333 |
Aptos Blockchain Server
Claim
Enable AI applications to seamlessly interact with the Aptos blockchain for acc…
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| 62334 |
juejin-mcp-server
Claim
Enables AI assistants to access and analyze content from the Chinese developer …
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| 62335 |
abraxas93
Claim
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| 62336 |
tlocal
Claim
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| 62337 |
XenonFlare MCP Server
Claim
Enables AI assistants to manage social media accounts, upload media (videos and…
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| 62338 |
youtube
Claim
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| 62339 |
Shopify MCP Server
Claim
Enables to manage Shopify store resources like products, orders, customers, inv…
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| 62340 |
limitless-mcp-server
Claim
MCP server that exposes the Limitless Developer API to list lifelogs via the ge…
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| 62341 |
neo4j
Claim
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| 62342 |
Connects LLMs to a PostgreSQL e-commerce database for sports supplements, enabl…
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| 62343 |
notion-mcp
Claim
MCP server for the Notion API with tools for managing pages, databases, content…
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| 62344 |
5dive-mcp
Claim
Expose the 5dive agent-fleet CLI (tasks, agents, digest) as stdio MCP tools.
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| 62345 |
Costa Rica payments for AI agents — SINPE Movil via ONVO Pay. Never holds funds.
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| 62346 |
Polymarket MCP Server
Claim
Enables AI agents to browse, search, and trade on Polymarket prediction markets…
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| 62347 |
okf-kit
Claim
Turn any website into a book you agent can read
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| 62348 |
FlightSweeper
Claim
Anonymous public tools for FlightSweeper. See the published agent boundary befo…
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| 62349 |
BalanceLab
Claim
Runaway loop detector for AI token economies — monitors token usage and cost ra…
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| 62350 |
boe
Claim
Search, read, and analyze consolidated Spanish legislation from the Boletín Ofi…
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