MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 1 hour, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31851 |
Reddit MCP server - browse posts, search content, analyze users.
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| 31852 |
MCP-Scorecard
Claim
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protoc…
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| 31853 |
passoff
Claim
Enables handoff of context between AI coding agents like Claude Code, Cursor, C…
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| 31854 |
sms-ru-mcp
Claim
MCP server for SMS.RU API — send SMS, check status, balance. 3 tools.
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| 31855 |
Mastodon
Claim
Mastodon MCP — public Mastodon data via mastodon.social (no auth required)
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| 31856 |
Dispatch Tickets
Claim
DispatchTickets is a powerful SaaS-based ticketing and dispatch management plat…
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| 31857 |
An enterprise-grade AI processing platform that provides advanced code analysis…
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| 31858 |
MCP Server Boilerplate
Claim
Build custom API integrations quickly with this ready-to-use MCP server templat…
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| 31859 |
memex
Claim
Zettelkasten-based agent memory system with bidirectional links
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| 31860 |
Pypi
Claim
PyPI MCP — wraps the PyPI JSON API (free, no auth)
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| 31861 |
MCP server for golang projects development: Expand AI Code Agent ability bounda…
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| 31862 |
auto-skill-loader
Claim
Auto-loads skills into agent sessions. MiniMax vision and search proxy.
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| 31863 |
mcp-gdbserver
Claim
MCP server for remote debugging with gdbserver
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| 31864 |
Mimic AI
Claim
Transforms HTML into Figma designs using only the user’s design system, ensurin…
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| 31865 |
Kairos Connect
Claim
Connect AI agents to your Kairos workspace — manage goals, tasks, docs, whitebo…
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| 31866 |
Enables intelligent task assignment to developers using hybrid AI algorithms th…
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| 31867 |
apple-mcp
Claim
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| 31868 |
OpenCTI MCP Server
Claim
A Model Context Protocol server that connects AI assistants to OpenCTI threat i…
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| 31869 |
mcp-
Claim
Get reliable daily close financial context for Korean stocks and crypto. Access…
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| 31870 |
Tanjiren MCP Server
Claim
Hosted MCP server for task-first delegation to remote workstations and workers.
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| 31871 |
alpha-ai-automations
Claim
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| 31872 |
test-smithery
Claim
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| 31873 |
A minimal starter for building OpenAI Apps SDK compatible MCP servers that supp…
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| 31874 |
fiftyone-mcp-server
Claim
Control FiftyOne computer vision datasets through AI assistants using 80+ opera…
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| 31875 |
Address Validator API
Claim
Parse, validate and normalize postal addresses. Detect country, verify format. …
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| 31876 |
github
Claim
GitHub MCP Server - List PRs, issues, repo info, and search code
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| 31877 |
A Python port of the official Perplexity MCP server that enables web-grounded Q…
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| 31878 |
brave-search-mcp
Claim
Enables Brave Search via MCP, deployed on Railway for seamless integration with…
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| 31879 |
garmin-mcp
Claim
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| 31880 |
Follow On Tours
Claim
Bespoke cricket travel specialist with two decades of experience. Search tours,…
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| 31881 |
Provides access to Jina AI's Reader, Embeddings, and Reranker APIs with tools f…
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| 31882 |
Detect NSFW images using JigsawStack's AI Models.
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| 31883 |
Search CupShup's marketing knowledge base — services, case studies, and insight…
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| 31884 |
Couchbase-Analytics-MCP
Claim
A production-grade MCP server for Couchbase Enterprise Analytics, exposing 25 t…
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| 31885 |
sitemd
Claim
Static site generator / website building toolkit for AI coding agents like Clau…
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| 31886 |
An MCP server that enables Claude to interact with A2A-compatible agents by pro…
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| 31887 |
oeo
Claim
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| 31888 |
alkemi-mcp
Claim
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| 31889 |
moodle-mcp
Claim
Provides Claude with full access to Moodle learning management systems, enablin…
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| 31890 |
final-approval
Claim
Human-in-the-loop approval gate for AI agents. Your agent calls submit_approval…
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| 31891 |
A local MCP server for Google Analytics 4 that provides tools for SEO and paid …
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| 31892 |
dountdown
Claim
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| 31893 |
Remote MCP server for Zi Wei Dou Shu / Tu Vi Dau So astrology tools, exposing r…
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| 31894 |
PII Detector API
Claim
Detect PII in text: emails, phones, SSNs, credit cards, IPs. Regex + Luhn. x402.
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| 31895 |
Overdrive Intel
Claim
AI coding ecosystem intelligence — breaking changes, tools, security alerts fro…
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| 31896 |
@cryptyx/mcp-server
Claim
The conviction engine for autonomous crypto trading agents. 376 metrics across …
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| 31897 |
heor-agent
Claim
AI-powered Health Economics and Outcomes Research (HEOR) MCP server. 14 tools f…
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| 31898 |
japan-ux
Claim
MCP for building Japan-native websites with AI.
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| 31899 |
enrichment
Claim
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| 31900 |
realtime-news
Claim
Track real-time hotlists across Weibo, Baidu, Zhihu, Douyin, Bilibili, Tencent,…
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