MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40901 |
Shortcut MCP Server
Claim
MCP server to interact with the Shortcut project management API, providing 73 t…
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| 40902 |
FileSystem MCP Server
Claim
Enables advanced file system operations such as file read/write, directory mana…
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| 40903 |
pagedrop-api
Claim
Free instant HTML hosting API with paste, file upload, and ZIP deploy support. …
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| 40904 |
An MCP server that enables AI assistants to manage your Radarr movies and Sonar…
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| 40905 |
productive-io-mcp
Claim
Enables interaction with Productive.io task management platform, allowing users…
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| 40906 |
Enables searching and retrieving detailed information about Swedish companies, …
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| 40907 |
xiaomi-device-control
Claim
MCP server for controlling Xiaomi/Mi Home smart devices via natural language, s…
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| 40908 |
legalize-kr MCP
Claim
Enables searching and browsing Korean legal documents from a local git clone of…
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| 40909 |
llm-router-mcp
Claim
Enables Claude Code as a team leader to delegate tasks to GPT and Gemini expert…
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| 40910 |
fix-my-comments-mcp
Claim
MCP server that exposes code review tasks from the Fix My Comments VS Code exte…
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| 40911 |
Enables interaction with Wildberries Finances API to retrieve financial reports…
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| 40912 |
MCP server that exposes read-only YubiKey management tools (info, FIDO2, PIV, O…
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| 40913 |
Max MCP Server
Claim
Connects AI assistants to AnswerRocket's Max AI platform, enabling access to Ma…
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| 40914 |
legacy-mongodb-mcp
Claim
Provides read-only access to legacy MongoDB instances (<4.0) via the Model Cont…
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| 40915 |
WhatsApp MCP
Claim
Send WhatsApp messages from your own personal number via AI assistant, with con…
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| 40916 |
sats-for-ai
Claim
Bitcoin-powered AI tools via Lightning Network micropayments (L402). Image, tex…
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| 40917 |
hubspot-mcp
Claim
A read-only MCP server that exposes HubSpot CRM data (contacts, deals, companie…
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| 40918 |
paean-dex-mcp
Claim
DEX trading MCP server enabling autonomous token swaps on Base (Uniswap v3) and…
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| 40919 |
ai-supply
Claim
Search, install, publish & review security-scanned AI capabilities from ai-supp…
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| 40920 |
Enables AI assistants to manage Cloudflare DNS zones and records, including lis…
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| 40921 |
total-recall
Claim
Persistent, cross-tool memory for AI coding assistants, enabling context retent…
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| 40922 |
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
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| 40923 |
Sipcode
Claim
Context hygiene for Claude Code: drift detection, re-read dedup, and token anal…
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| 40924 |
gitbook-mcp
Claim
MCP server that exposes 39 tools for GitBook API automation, enabling AI agents…
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| 40925 |
agent-mail-mcp
Claim
MCP server that lets AI agents create reviewable physical mail drafts, validate…
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| 40926 |
mcp-vl-msa-rs
Claim
Searchable agent memory: BM25 corpus recall, original-text injection, remember/…
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| 40927 |
Odoo MCP Server
Claim
Enables AI assistants to manage Odoo development environments by providing tool…
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| 40928 |
ms-365-admin-mcp-server
Claim
A Model Context Protocol server for Microsoft 365 administration using Graph AP…
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| 40929 |
Conductor
Claim
Provides a persistent hierarchical task tree for LLM agents, enabling them to d…
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| 40930 |
BookStack MCP Server
Claim
Enables AI assistants to manage BookStack knowledge bases with tools for creati…
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| 40931 |
fallasset-mcp
Claim
Model Context Protocol server that lets Claude Desktop/Code drive a headless as…
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| 40932 |
Research Server
Claim
Enables searching arXiv papers and retrieving paper metadata through MCP tools.
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| 40933 |
node-red-mcp-server
Claim
Model Context Protocol (MCP) server for Node-RED — allows language models (like…
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| 40934 |
cascade-cms-mcp-server
Claim
Enables LLMs to interact with Cascade CMS via REST API, supporting asset CRUD, …
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| 40935 |
Confluence MCP Server
Claim
MCP server for Confluence Cloud that enables searching, reading, managing docum…
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| 40936 |
MCP FacturaScripts
Claim
An MCP server that integrates with the FacturaScripts ERP system, providing res…
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| 40937 |
cyberrescue
Claim
A locally-hosted MCP (Model Context Protocol) server that gives Claude real too…
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| 40938 |
DataBento MCP Server
Claim
Provides professional market data access via DataBento API, including real-time…
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| 40939 |
Handsontable MCP Server
Claim
MCP server providing access to Handsontable documentation for AI-powered code g…
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| 40940 |
URL Agent
Claim
MCP server for intelligent web crawling using a ReAct agent. Adaptively explore…
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| 40941 |
telegram-mcp
Claim
MCP server that enables AI agents to send messages, photos, polls, and receive …
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| 40942 |
A real security scanning MCP server for medical information systems, supporting…
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| 40943 |
Scout
Claim
Enables AI agents to perform comprehensive search across 27 search engines incl…
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| 40944 |
dev-env-setup
Claim
Automates setup of local development environments for Python, Node.js, Flutter,…
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| 40945 |
tonmcp
Claim
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| 40946 |
remote-shell-mcp
Claim
Persistent SSH sessions for AI assistants, enabling long-running remote shell c…
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| 40947 |
polyg-mcp
Claim
A multi-graph memory MCP server that traces cause-effect chains across semantic…
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| 40948 |
ifg-tax
Claim
International tax research — 213 jurisdictions, 500K+ legal documents.
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| 40949 |
crm-mcp
Claim
Bridges Claude Code to the Rowan Rose CRM, translating MCP tool calls into REST…
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| 40950 |
Job Search MCP Server
Claim
Enables Claude to search AI/ML jobs across Greenhouse, Lever, and Adzuna, with …
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