MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 28151 |
cratedocs-mcp
Claim
Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses sa…
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| 28152 |
GPT MCP Server
Claim
Enables ChatGPT Desktop to securely access and search local filesystem files th…
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| 28153 |
nandi-proxmox-mcp
Claim
Open-source MCP server for secure Proxmox node, VM, and LXC operations.
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| 28154 |
perf
Claim
Benchmark, memory, Big O analysis for AI agents
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| 28155 |
vsfclubshashi
Claim
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| 28156 |
Sundr Repair Advisor
Claim
Repair or replace? Get device repair costs, local shops, trade-in values.
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| 28157 |
An MCP server that exposes the OpenBB widgets.json specification as structured,…
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| 28158 |
Pwno MCP
Claim
Enables stateful binary analysis and pwn research through GDB/pwndbg debugging …
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| 28159 |
DocGen MCP Server
Claim
Automates the creation of standardized documentation by extracting information …
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| 28160 |
MCP Search Server
Claim
A unified Model Context Protocol server that integrates multiple search provide…
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| 28161 |
Bridge MCP Server
Claim
Bridge is a hosted MCP server that connects AI models to business tools like Cl…
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| 28162 |
adad11
Claim
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| 28163 |
Geobed
Claim
Browse all registered domains and retrieve details for any domain by name. Spee…
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| 28164 |
Chroma MCP Server
Claim
Enables LLMs to perform semantic search and document management using ChromaDB,…
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| 28165 |
Startup Helper MCP
Claim
Provides comprehensive startup consulting services including commercial area an…
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| 28166 |
EX MCP Server
Claim
Provides unified development tools including code analysis, debugging, refactor…
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| 28167 |
doc-aurora-dev
Claim
Tested By Abir_kh4N
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| 28168 |
nutrition
Claim
Nutrition MCP — wraps Open Food Facts API (free, no auth)
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| 28169 |
mcp_fofa
Claim
hacked by abc
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| 28170 |
lemonado-mcp
Claim
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| 28171 |
Brivvy MCP
Claim
Brivvy MCP (OAuth): on-brand AI content, voice rules, templates, glossary.
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| 28172 |
imperium-manifold
Claim
Lightning-gated Cohereon Doctrine v6.1. 398 components, tiered pricing, agent o…
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| 28173 |
CloudQuery MCP server for asset inventory data. Supports CLI, PostgreSQL, and P…
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| 28174 | — | |||||||||
| 28175 |
firewall
Claim
Invisible MCP safety firewall. Injects token safety instructions into any AI ag…
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| 28176 | — | |||||||||
| 28177 |
Waggle
Claim
Connects to a comprehensive directory of A2A agents for semantic discovery and …
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| 28178 |
GitHub Search API Server
Claim
Leverage the GitHub search API to enhance your applications with powerful searc…
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| 28179 |
oaid-mcp
Claim
Enables AI agents to securely use Open Agent ID credentials for signing request…
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| 28180 |
arxiv-mcp-server
Claim
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| 28181 |
DART 재무제표 분석 MCP 서버
Claim
DART API를 활용하여 다중 기업의 재무제표 정보를 분석하고 시각화하는 서버로, 매출액, 당기순이익, 총자산 등 다양한 재무 지표를 차트와…
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| 28182 |
pid
Claim
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| 28183 |
GitHub MCP Server
Claim
Enables LLMs to interact with GitHub repositories, issues, pull requests, and w…
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| 28184 |
ucp-registry
Claim
Discover and search UCP (Universal Commerce Protocol) merchants, products, and …
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| 28185 |
AurelianFlo
Claim
Pay-per-call compliance API for OFAC screening, vendor diligence, and audit-rea…
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| 28186 |
search-docs
Claim
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| 28187 |
A Model Context Protocol server that searches educational articles from todamat…
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| 28188 |
vibe-pay
Claim
Platform access code. Email coryhigham@gmail.com with subject "MCP Trial" to re…
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| 28189 |
ternlang
Claim
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| 28190 |
amiready-ai-2
Claim
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| 28191 |
A platform that transforms AI development with intelligent context management, …
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| 28192 |
Claude Figma MCP
Claim
A Model Context Protocol (MCP) server that enables Claude to create and manipul…
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| 28193 |
Give your AI agent a wallet. AgentFi provides 10 MCP tools for executing DeFi t…
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| 28194 |
Prop Firm Deal Finder
Claim
MCP server for querying live prop firm discount codes and comparing funded trad…
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| 28195 |
testnasiko
Claim
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| 28196 |
AI agent economy. Earn AIGEN tokens by completing tasks, building tools, creati…
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| 28197 |
mcp-video
Claim
Video editing MCP server with 26 tools for trimming, merging, text overlays, au…
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| 28198 |
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| 28199 |
Databricks MCP Server
Claim
Enables AI assistants like Claude to interact with Databricks workspaces throug…
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| 28200 |
snowflake-mcp-server
Claim
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