MCP Server Quality Scores
Independent quality analysis of 64126 public MCP servers
Last updated 1 hour, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 63801 |
Converts PDF documents to Markdown with automatic image description generation …
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| 63802 |
HumanHours
Claim
Track agent ROI and enrich companies via MCP. Remote, OAuth 2.1, no install or …
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| 63803 |
MCP AgentChat
Claim
An MCP server enabling AI agents to interact with users via Telegram, supportin…
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| 63804 |
ArXiv Insight MCP Server
Claim
Enables searching arXiv papers by topic or category, retrieving full text, PDFs…
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| 63805 |
Provides comprehensive access to AWS Trusted Advisor checks and recommendations…
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| 63806 |
cms-mcp-hub
Claim
A universal connector hub that proxies Claude.ai tool calls to any CMS that run…
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| 63807 |
viam-community-mcp
Claim
An unofficial MCP server for inspecting and diagnosing Viam robotics fleets. It…
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| 63808 |
@halfords-pro/calculator
Claim
Provides precise decimal arithmetic and Excel-style rounding for accounting and…
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| 63809 |
TolstoyMCP
Claim
Tolstoy MCP for AI-native ecommerce brands: Studio generates marketing videos a…
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| 63810 |
forecasting-mcp-server
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| 63811 |
Taobao MCP Server
Claim
Model Context Protocol (MCP) server for scraping Taobao and Tmall product infor…
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| 63812 |
our
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| 63813 |
Bitrix24 MCP Server
Claim
Enables AI agents to interact with Bitrix24 CRM for managing contacts, deals, t…
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| 63814 |
Chai-1 MCP Server
Claim
Enables protein structure prediction using the Chai-1 model via Docker, with to…
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| 63815 |
PCAP MCP Server
Claim
Enables Wireshark-like PCAP analysis through tshark, providing tools for filter…
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| 63816 |
Document Buddy
Claim
A no-server MCP toolkit that organizes project wikis from Feishu documents, mes…
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| 63817 |
korg-ledger
Claim
Verifiable cognition: prove a session ledger is tamper-evident; audit & import …
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| 63818 |
Query US environmental compliance data — 6.8M+ regulated facilities and 1M+ vio…
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| 63819 |
sonarqube-api-mcp
Claim
Read-only MCP server that exposes SonarQube Web API tools for issue retrieval, …
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| 63820 |
mcp-revelor
Claim
Connects AI assistants to Revelor e-shop analytics, search configuration, and r…
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| 63821 |
jenkins-mcp-server
Claim
Enables LLMs to access Jenkins job data, trigger builds, and manage Jenkins tas…
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| 63822 |
Auralogs
Claim
Read-only access to Auralogs production logs: search logs, inspect errors, revi…
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| 63823 |
nexus-mcp
Claim
U.S. gov records, fact-checks with citations, news search, and fraud/corruption…
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| 63824 |
ultralytics-mcp
Claim
Enables management and interaction with the Ultralytics Platform, including bro…
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| 63825 |
quasar-docs-mcp-server
Claim
Provides easy access to Quasar Framework documentation through the Model Contex…
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| 63826 |
ls-news-mcp
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| 63827 |
facebook-mcp-sever
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| 63828 |
NIH RePORTER MCP Server
Claim
Provides tools to search and retrieve data from NIH's RePORTER grant database, …
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| 63829 |
geo-audit
Claim
Evaluates any website's AI visibility with 15 checks across crawlability, struc…
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| 63830 |
mcp-merriam-webster
Claim
Enables querying Merriam-Webster's Collegiate Dictionary and thesaurus via natu…
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| 63831 |
mcp-weather-server
Claim
Provides real-time weather, 5-day forecasts, and weather alerts for US states v…
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| 63832 |
gmail-mcp
Claim
An MCP server that lets Claude read, search, send, label, and manage your Gmail…
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| 63833 |
MCP server for RapidStart Apps
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| 63834 |
gomcp-worker
Claim
Cloudflare Workers 上的 MCP 服务器，通过 CDP 控制 Lightpanda 浏览器，支持导航、搜索、获取 Markdown 和链接提…
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| 63835 |
Enables Claude Code CLI or Desktop to interact with Spotify for playlist curati…
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| 63836 |
Targetprocess MCP Server
Claim
Provides tools for interacting with Targetprocess, a project management and agi…
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| 63837 |
Makuri (EU AI tutoring for immigrant children): 11 tools, 2 interactive panels,…
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| 63838 |
orchard-mcp
Claim
MCP server for Apple Calendar, Mail, Reminders, and Files on macOS using native…
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| 63839 |
mcp-skatteetaten
Claim
Enables AI assistants to query Norwegian tax data, submit reports, look up popu…
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| 63840 |
Nexus MCP Server
Claim
Enables AI agents to interact with the Nexus blockchain, providing tools for qu…
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| 63841 |
Strapi Connector
Claim
Manage Strapi content and media from one place. Browse content types and compon…
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| 63842 |
DevTime
Claim
Local-first, read-only MCP server for evidence-backed repository memory.
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| 63843 |
CERT-MCP-SERVER
Claim
A standalone MCP server for managing SSL/TLS certificates across FortiGate, Win…
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| 63844 |
roundtable-mcp
Claim
Enables Claude to orchestrate multi-model AI roundtable discussions between GPT…
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| 63845 |
Buienradar MCP Server
Claim
Fetches precipitation forecasts for any location using Buienradar, providing re…
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| 63846 |
office-editor-mcp
Claim
An MCP server for creating and editing Word, Excel, and PowerPoint documents th…
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| 63847 |
entity-extraction-mcp
Claim
Enables entity extraction from conversations using Claude AI, with tools to rec…
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| 63848 |
Enables LLMs to extract bibliographic metadata from URLs and identifiers like D…
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| 63849 |
Terros MCP Server
Claim
Enables interaction with the Terros platform's User API to manage and retrieve …
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| 63850 |
Plexa
Claim
Agentic directory of real businesses in Mexico & LATAM. Search by vertical and …
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