MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37851 |
eng-leadership-toolkit
Claim
Engineering leadership benchmarks, 1:1 playbooks, developer value calculator. 3…
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| 37852 |
screenbox
Claim
Provides AI agents with isolated virtual desktops containing a real Chromium br…
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| 37853 |
Serves as a universal interface between AI Agents and AnalyticDB PostgreSQL dat…
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| 37854 |
mcp-system-info
Claim
Provides system hardware information (CPU, memory, storage, etc.) and system st…
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| 37855 |
Mailrith Email Marketing
Claim
Manage Subscribers, Broadcasts, Sequences, Automations, and reporting in Mailri…
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| 37856 |
devcdp
Claim
Provides AI assistants with full browser DevTools access for debugging, includi…
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| 37857 |
Automatically generates typed React hooks for Next.js projects by crawling API …
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| 37858 |
indesign-mcp
Claim
A custom MCP server that lets Claude Code read, search, and manipulate Adobe In…
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| 37859 |
GotFreeFax
Claim
Send free or paid faxes to US/Canada from Claude, ChatGPT, and other AI agents.
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| 37860 |
A Word document processing MCP server that exposes a single tool (docx_process)…
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| 37861 |
pci-dss-mcp
Claim
pci-dss-mcp MCP server by MEOK AI Labs
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| 37862 |
FlowMCP
Claim
Cross-model AI memory persistence server that gives every AI tool you use acces…
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| 37863 |
mdl-train-mcp
Claim
An MCP server for monitoring and managing training jobs on Modal. Built for LLM…
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| 37864 |
Gitlab Utils
Claim
Extend your GitLab workflows with additional utilities to enhance productivity …
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| 37865 |
todoist-ai
Claim
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| 37866 |
App Store Connect MCP
Claim
Enables AI agents to manage Apple App Store Connect through the official API, i…
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| 37867 |
Timeline Pulse
Claim
Source-aware archive for timeline-shift folklore, Mandela Effect reports and co…
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| 37868 |
gizmoanalytics-mcp
Claim
Gizmo Analytics — cookieless web analytics for AI coding agents. Framework-awar…
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| 37869 |
mcp-spotify
Claim
Enables AI agents to create, manage, and populate Spotify playlists using the S…
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| 37870 |
wpgoldmine-mcp
Claim
Find WordPress plugin opportunities: abandoned, low-rated, or poorly-supported …
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| 37871 |
Social MCP
Claim
MCP server for extracting transcripts from Instagram videos using AssemblyAI, e…
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| 37872 |
email-mcp
Claim
Local IMAP/SMTP MCP server that lets Claude read, search, draft, send, flag, an…
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| 37873 |
mcp-arr-suite
Claim
Enables interaction with the *arr media management suite (Sonarr, Radarr, Lidar…
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| 37874 |
A production-ready MCP server for Airtable that enables programmatic management…
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| 37875 |
space-ocr
Claim
Multilingual structured OCR with verified per-character bboxes for AI agents.
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| 37876 |
My First MCP Server
Claim
Provide a simple and easy-to-run MCP server implementation that supports stdio …
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| 37877 |
walmart-marketplace-mcp
Claim
An MCP server that lets you manage a Walmart Marketplace seller account in plai…
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| 37878 |
postwire-mcp
Claim
Smart Distribute: one prompt → the best native post per platform, then publish …
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| 37879 |
TrendKia MCP Server
Claim
Enables AI assistants to access and search TrendKia articles, retrieving clean …
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| 37880 |
librascript-mcp
Claim
Enables AI assistants to translate Portuguese text into LIBRAS glosses and scri…
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| 37881 |
Infinigen MCP Server
Claim
Enables AI assistants to generate photorealistic 3D scenes, indoor environments…
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| 37882 |
Remote SEO/GEO MCP: Search Console, keyword research, backlinks, competitor & o…
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| 37883 |
bluesky-mcp-server
Claim
Search posts, profiles, feeds, threads, and trending topics on Bluesky.
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| 37884 |
Identity Provisioner
Claim
Provision demo user identities to test and prototype workflows securely. Explor…
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| 37885 |
MCP server that provides tools for automating AWS Pricing Calculator estimate g…
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| 37886 |
fenced-obsidian-sync-mcp
Claim
A deny-by-default MCP server for Obsidian vaults where operators declare exact …
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| 37887 |
shopping-radar
Claim
Enables Claude to search and analyze product listings from multiple French mark…
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| 37888 |
archy
Claim
Architectural sensor for Python codebases.
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| 37889 |
VRChat MCP
Claim
MCP server for VRChat friends, worlds, groups, events, notifications, and VRCX …
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| 37890 |
aether-developer
Claim
Hybrid search over SEC filings, earnings transcripts, and a third-party data ma…
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| 37891 |
MCP PageSpeed Insights
Claim
Connects LLMs to Google PageSpeed Insights to analyze web performance, accessib…
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| 37892 |
Enables generating and editing images using OpenRouter's API with Gemini 2.5 Fl…
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| 37893 |
boothcheck
Claim
What a stock price is betting on: implied growth, duration, and margin, read fr…
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| 37894 |
CRE Intelligence
Claim
Live CRE analysis: Federal Reserve rates, Census 1/3/5-mile demographics, DCF m…
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| 37895 |
cloud-security-scanner
Claim
Cloud security scanning tools for AI agents. 7 purpose-built AWS scanners that…
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| 37896 |
mcp
Claim
Local-first visual regression for AI agents: verdicts, diff images, explain_sna…
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| 37897 |
social-listening
Claim
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| 37898 |
mcp-wp
Claim
A full control with your WP site
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| 37899 |
coralquery-mcp
Claim
A paid remote MCP for AI SDK data query MCP, built to return verdicts, receipts…
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| 37900 |
mcp-opentym
Claim
A lightweight MCP HTTP server giving AI assistants real tools to interact with …
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