MCP Server Quality Scores
Independent quality analysis of 66455 public MCP servers
Last updated 4 hours, 40 minutes ago
Grade Distribution
Score Distribution
Newly Added
Free Official Data Samples, Provenance, Aggregations & Insights Atlas Red mind maps Untangle AgentNative: Public Data, Government Datasets, Federal Statistics & Official Records PumpX| # | Server | Score ↓ | ||||||||
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| 61351 |
webpilot
Claim
A semantic terminal browser that renders web pages as structured numbered eleme…
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| 61352 |
termux-puppeteer-mcp
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Enables Puppeteer-based web automation (navigation, screenshots, PDF generation…
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| 61353 |
millimap-mcp
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Enables Claude Desktop to read and drive analyses on the active MilliMap sessio…
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| 61354 |
ai-visibility-mcp
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Audit how AI sees your website. Per-bot robots.txt verdicts for 22 known AI use…
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| 61355 |
serbian-data-mcp
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Enables searching and analyzing over 3,400 datasets from the Serbian government…
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| 61356 |
ESPHome MCP
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Enables MCP clients to manage ESPHome devices via the 2026.6+ dashboard WebSock…
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| 61357 |
kof-stitch-mcp
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Enables AI-powered UI/UX design generation and management via Google Stitch, ha…
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| 61358 |
mysql-mcp-server
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Provides read-only access to MySQL database schema and sample data, offering to…
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| 61359 |
tubemcp
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MCP server that lets AI agents search YouTube and fetch transcripts.
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| 61360 |
Parts Finder MCP
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Read-only MCP server for finding, comparing, and shortlisting engineering parts…
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| 61361 |
cacheout-mcp
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MCP server for macOS disk cache management. Enables AI agents to free disk spac…
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| 61362 |
Get personalized workout recommendations based on your menstrual cycle phase. A…
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| 61363 |
mydy-lms
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An MCP server for interacting with the MyDy (Moodle-based) LMS, enabling attend…
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| 61364 |
mcp-arcgis-tulsa
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Enables searching and querying City of Tulsa GIS open geospatial datasets (parc…
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| 61365 |
vue-mcp-next
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Enables real-time debugging and state manipulation of Vue.js applications throu…
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| 61366 |
mcp-arcgis-yakima
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Enables searching and querying City of Yakima GIS open geospatial datasets, suc…
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| 61367 |
av1
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| 61368 |
mcp-arcgis-sumter
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Enables AI agents to search, query, and explore City of Sumter, South Carolina …
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| 61369 |
Overseer MCP Server
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Provides structured project management through phase-based workflows, enabling …
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| 61370 |
BMAD MCP Server
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A Model Context Protocol (MCP) server that bridges BMAD agents with GitHub Copi…
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| 61371 |
Bitbucket MCP Server
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Enables retrieval of pull request metadata and diffs from Bitbucket Cloud and S…
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| 61372 |
ketcher-mcp-server
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MCP server for Ketcher chemical structure editor integration, enabling SMILES/M…
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| 61373 |
GoodNotes MCP Server
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Enables reading and searching handwritten notes from GoodNotes on macOS, provid…
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| 61374 |
project-0
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| 61375 |
Backlink SEO
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Classic SEO suites charge heavily for link indexes. This MCP gives individuals …
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| 61376 |
AgentPM
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A planning and orchestration system for AI-driven software development that int…
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| 61377 |
DataDoe MCP
Claim
Hosted Amazon Seller and Vendor MCP server for Claude, ChatGPT, Cursor, Codex, …
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| 61378 |
TikTok Ads MCP
Claim
A read-only MCP server that provides comprehensive access to the TikTok Busines…
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| 61379 |
taskforce
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MCP server for AI agents to conduct multi-LLM roundtable discussions, returning…
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| 61380 |
spec-drift-mcp
Claim
Enables AI coding agents to verify code against YAML specifications, detecting …
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| 61381 |
memex
Claim
Persistent note storage for AI agents. Memex lets your assistant save, search, …
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| 61382 |
strava-mcp
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MCP server to fetch Strava activities using OAuth authentication with automatic…
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| 61383 |
RhinoMCP
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Connects Rhino and Grasshopper to Claude AI via the Model Context Protocol, ena…
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| 61384 |
JIRA MCP Server
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An MCP server that provides tools to interact with JIRA for sprint management, …
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| 61385 |
ATP Librarian MCP Server
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Enforces the Agent Task Protocol (.atp.json) contract, enabling worker agents t…
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| 61386 |
better-confluence-mcp
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Syncs Confluence spaces to local files for efficient editing by coding agents, …
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| 61387 |
MediLinkAI
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Clinical decision-support MCP server that lets AI agents reason over live FHIR …
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| 61388 |
Accessibility MCP Server
Claim
Provides conversational, actionable accessibility testing for AI agents, includ…
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| 61389 |
P4 Plan MCP Server
Claim
Enables AI assistants to interact with P4 Plan project management data via Grap…
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| 61390 |
SimuBridge
Claim
Enables AI assistants to control MATLAB Simulink models through natural languag…
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| 61391 |
kabu-mcp
Claim
Enables AI assistants to access real-time Japanese and global stock market data…
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| 61392 |
MCP Utility Server
Claim
A beginner-friendly MCP server offering time, math, internet quotes, dad jokes,…
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| 61393 |
auto-skill-connector
Claim
Enables Claude to search and install skills from a database of ~200k scraped Cl…
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| 61394 |
scholar-search
Claim
Enables searching Google Scholar papers with year filtering, deduplication, and…
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| 61395 |
Binance MCP Server
Claim
Enables Claude to query Binance Spot market data, account balances, and execute…
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| 61396 |
WinAutoWx
Claim
An MCP server for automating WeChat on Windows, enabling sending messages to fr…
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| 61397 |
3commas-mcp
Claim
A Model Context Protocol (MCP) server that integrates AI assistants with the 3C…
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| 61398 |
mcp-arcgis-phoenix
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Search, query, and explore City of Phoenix open geospatial data (parcels, zonin…
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| 61399 |
mcp-arcgis-lincolnne
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Enables querying and searching Lincoln & Lancaster County GIS open geospatial d…
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| 61400 |
github-mcp-server
Claim
Enables comprehensive GitHub operations including repository management, push, …
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