MCP Server Quality Scores
Independent quality analysis of 46593 public MCP servers
Last updated 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46351 |
apra-mcp
Claim
Query APRA in plain English — bank capital, fund-level super, insurance stats.
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| 46352 |
climux
Claim
Unified CLI multiplexer for AI coding agents, enabling orchestration of multipl…
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| 46353 |
mcp-geraguard
Claim
Privacy protection: scans, tracker detection, data broker opt-outs.
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| 46354 |
heor-agent
Claim
AI-powered Health Economics and Outcomes Research (HEOR) MCP server. 14 tools f…
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| 46355 |
shadcn MCP Server
Claim
Provides AI assistants with direct access to shadcn/ui components and blocks, e…
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| 46356 |
A remote MCP server that exposes mock application security testing data (applic…
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| 46357 |
mcp-oauth
Claim
FastMCP server with Bearer token authentication mounted on FastAPI, including O…
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| 46358 |
HyperStore
Claim
Search and inspect 6,500+ curated AI apps from the HyperStore directory.
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| 46359 |
cookwith-mcp
Claim
AI-powered recipe generation and transformation tools by Cookwith
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| 46360 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab, enabling natural language queries for merge r…
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| 46361 |
Xero MCP
Claim
Every Xero Accounting read plus a local SQLite ledger - aging, reconciliation…
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| 46362 |
kobiton
Claim
Enables mobile device management, app upload, automation session execution, and…
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| 46363 |
collectives-mcp
Claim
MCP server for Nextcloud Collectives that exposes collectives, pages, tags, att…
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| 46364 |
ecommerce-ai-mcp
Claim
ecommerce-ai-mcp MCP server by MEOK AI Labs
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| 46365 |
Kubernetes MCP Server
Claim
powerful Kubernetes MCP server with additional support for OpenShift. Besides p…
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| 46366 |
news-mcp-server
Claim
Enables real-time monitoring and analysis of enterprise public opinion with sen…
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| 46367 |
DuckDuckGo MCP Server
Claim
A basic MCP server with example tools including message echo functionality and …
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| 46368 |
formacv
Claim
FormaCV MCP server for AI-powered CV formatting, anonymization, tailoring, and …
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| 46369 |
openstates-mcp-server
Claim
Search bills, legislators, committees, and events across all 50 US states, DC, …
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| 46370 |
music-theory-mcp
Claim
Scales, chords, progressions, key detection, and genre intelligence for your AI…
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| 46371 |
Browserbase MCP Server
Claim
Enables AI to control cloud browsers and automate web interactions through Brow…
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| 46372 |
Mailosaur MCP
Claim
Enables interaction with Mailosaur email and SMS testing services, allowing mes…
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| 46373 |
LiveJournal MCP Server
Claim
Enables reading, searching, and posting to LiveJournal journals via the legacy …
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| 46374 |
netsuite-mcp
Claim
Enables AI assistants to query and manage NetSuite data via natural language, s…
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| 46375 |
career-scout-mcp
Claim
A production-grade MCP server demonstrating the wrapping pattern for AI-augment…
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| 46376 |
Enables AI agents to interact with VKontakte through a unified FastMCP interfac…
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| 46377 |
database-mcp
Claim
Automatically discovers database schema, performs data quality checks on tables…
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| 46378 |
mcp-dauthau
Claim
Connects AI tools to Vietnamese bid (đấu thầu) lookup service DauThau via MCP, …
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| 46379 |
Strava MCP Server
Claim
Connects Claude to Strava data for natural language queries about rides, stats,…
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| 46380 |
An MCP server for Datto SaaS Protection, providing tools to manage cloud backup…
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| 46381 |
openeye
Claim
Procedure verification for AR/XR with memory, visual sessions, and DPO trajecto…
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| 46382 |
Kadam Ad Network
Claim
Kadam advertising platform — manage ads, campaigns, creatives, audiences and st…
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| 46383 |
Enables Claude to increment and query a counter deployed on the Linera blockcha…
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| 46384 |
superops-mcp
Claim
An MCP server for SuperOps PSA/RMM, enabling MSPs to manage tickets, assets, cl…
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| 46385 |
MCP server for Anymail Finder API - find and verify email addresses via AI assi…
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| 46386 |
The most complete financial compliance agent in the x402 ecosystem. Combines ve…
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| 46387 |
DB2ST MCP
Claim
A horizontally scalable Model Context Protocol server for exposing shipment tra…
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| 46388 |
musicbrainz-mcp
Claim
MusicBrainz MCP — search/browse music metadata, cover art, and submit tags/rati…
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| 46389 |
Exposes NetSuite saved search exports as a structured query interface for Claud…
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| 46390 |
mcp-server
Claim
ThinkNEO Control Plane — Enterprise AI governance MCP server with runtime guard…
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| 46391 |
tweetclaw
Claim
OpenClaw plugin to search tweets, search replies, post tweets, export followers…
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| 46392 |
Linkedin Management
Claim
Advanced linkedin Management MCP server
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| 46393 |
Enables AI-powered browser automation through RoxyChrome browsers using Playwri…
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| 46394 |
Find current information across major search engines and extract web pages into…
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| 46395 |
subnet-calculator-mcp
Claim
Enables IPv4 subnet planning and validation, including CIDR prefix calculation,…
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| 46396 |
startup-finance-metrics
Claim
An MCP server for analyzing startup financial health and generating metrics rep…
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| 46397 |
vsc-mcp
Claim
Exposes Language Server Protocol (LSP) functionality as Model Context Protocol …
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| 46398 |
shokunin
Claim
職人 Shokunin 62 AI agent skills for OpenCode, Claude Code, Cursor, Windsurf. Chr…
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| 46399 |
Polyforge MCP Server
Claim
Enables AI assistants to interact with the Polyforge prediction market platform…
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| 46400 |
Bug Bounty MCP Server
Claim
Provides Claude Code with access to a comprehensive bug bounty knowledge base i…
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