MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 1 hour, 14 minutes ago
Grade Distribution
Score Distribution
Newly Added
Ninelayer StoriesOnBoard - structured specifications for AI Agents repage SnowData — Live Snow retro| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48801 |
Taiwan Tender MCP
Claim
Enables users to search and retrieve detailed information about Taiwan governme…
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| 48802 |
ha-nexus-agent
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MCP server for Home Assistant — 202 tools across 21 domains; full control of yo…
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| 48803 |
bank
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The financial layer for the agent economy. Self-custody wallets, on-chain USDC …
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| 48804 |
jira-pilot
Claim
Jira Pilot is an MCP server that provides 14 tools for AI assistants to manage …
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| 48805 |
AnomalyArmor
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Data observability for AI agents. Query alerts, monitor freshness, investigate …
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| 48806 |
DOI Citation Verifier
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A Model Context Protocol (MCP) server that prevents citation hallucination by v…
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| 48807 |
HashLock OTC
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Institutional-grade OTC crypto trading with HTLC atomic settlement on Ethereum,…
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| 48808 |
Oral Heritage Index
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An authoritative AEO (answer-engine-optimization) reference corpus on saving fa…
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| 48809 |
rednote-agent
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MCP server which collects data from www.xiaohongshu.com social media
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| 48810 |
FAL Imagen 4 MCP Server
Claim
Enables high-quality image generation using Google's Imagen 4 Ultra model via t…
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| 48811 |
feishu-mcp-server
Claim
Enables AI to read Feishu documents, send messages, and manage calendars with a…
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| 48812 |
TestRail MCP Server
Claim
Enables AI assistants to interact with TestRail test management system, support…
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| 48813 |
Pipeline Assistant MCP
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An MCP server that automates CI/CD pipeline creation, analysis, and security en…
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| 48814 |
regsub-mcp
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MCP server for regulatory submission intelligence — ICH guideline lookup, CTD m…
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| 48815 |
easy-code-reader
Claim
An MCP server for intelligently reading Java source code, supporting extraction…
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| 48816 |
WhatsApp MCP
Claim
WhatsApp MCP. SQLCipher-encrypted, scrubber-CI-gated, draft-and-confirm sends, …
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| 48817 |
yfinance-mcp-ai
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| 48818 |
Yggdrasil MCP
Claim
A reasoning orchestration MCP server that enables tree-of-thoughts thinking, mu…
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| 48819 |
taxlocus
Claim
US sales tax for AI agents: rates, economic nexus, taxability, filing. Citation…
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| 48820 |
zai
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| 48821 |
pipedrive-mcp
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| 48822 |
fema-mcp-server
Claim
Query FEMA disaster declarations, public assistance grants, housing aid, and NF…
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| 48823 |
tree-sitter-analyzer
Claim
An MCP code-intelligence server for AI agents with pre-indexed AST cache, 62 MC…
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| 48824 |
browser-mcp-server
Claim
A universal browser automation MCP server using Playwright, enabling programmat…
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| 48825 |
MCP Server OpenAI Chat
Claim
AI-powered todo and calendar management using OpenAI and Google Calendar. Suppo…
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| 48826 |
XcodeBuildMCP
Claim
A Model Context Protocol (MCP) server that provides Xcode-related tools for int…
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| 48827 |
banco-de-ideas-mcp
Claim
Read, publish and explore creative bisociations between concepts on unbancodeid…
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| 48828 |
Remote MCP server for connecting to your Condens UX repository.
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| 48829 |
Enables AI models to retrieve user geolocation information through EdgeOne Page…
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| 48830 |
A Python-based server for managing and analyzing code context for AI-assisted d…
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| 48831 |
erabi
Claim
ERABI intent exchange: register, discover, transact, earn. Zero-config on the l…
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| 48832 |
Gitlab Utils
Claim
Extend your GitLab workflows with additional utilities to enhance productivity …
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| 48833 |
Kinetica MCP Server
Claim
Exposes tools and resources for interacting with Kinetica's database, SQL-GPT c…
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| 48834 |
woody-mcp
Claim
Woody, the AI firearms expert. Verified specs, legal lookups, and knowledge bas…
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| 48835 |
Dial
Claim
Communication stack for AI agents: SMS, AI voice calls, phone numbers, and acco…
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| 48836 |
ead-enterprise-suite
Claim
EAD Enterprise Suite MCP — full signature workflows, certified evidence, dossie…
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| 48837 |
Enables AI-driven interaction with Twilio call services, including initiating o…
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| 48838 |
FrancoLabs
Claim
UX research platform: manage studies, browse templates, read responses and anal…
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| 48839 |
bonk-mcp
Claim
Enables interaction with the LetsBonk launchpad on Solana blockchain to launch …
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| 48840 |
MCP server for SSH operations with built-in diagnostics
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| 48841 |
MCP Server Demo
Claim
A demonstration MCP server that provides calculator tools for arithmetic operat…
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| 48842 |
ReplenishRadar
Claim
Shopify + Amazon inventory planning, forecasting & replenishment over MCP (49 t…
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| 48843 |
Stateless MCP server that proxies research queries to Gemini CLI, reducing agen…
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| 48844 |
linewhiz
Claim
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
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| 48845 |
ohos-mcp-unofficial
Claim
Brings HarmonyOS and OpenHarmony English documentation to AI assistants for ins…
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| 48846 |
MatFlow
Claim
Read-only MatFlow data: pricing, competitors, features, FAQs for combat-sports …
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| 48847 |
Enables searching and analyzing Facebook's public ads library to see what compa…
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| 48848 |
test
Claim
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| 48849 | — | |||||||||
| 48850 |
mcp-microsoft-todo
Claim
MCP server for Microsoft To Do via Microsoft Graph. MSAL device code flow, no c…
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