MCP Server Quality Scores
Independent quality analysis of 64798 public MCP servers
Last updated 1 hour, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 30951 |
sql-migration
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| 30952 |
MarkItDown MCP Server
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A production-ready MCP server for converting documents and files to Markdown us…
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| 30953 |
mcp-filesystem-server
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| 30954 |
Mushi-Mushi
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Bug-report triage and fix-dispatch MCP for vibe coders. Ask your AI coding agen…
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| 30955 |
unpaywall
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Open-access availability for 120M+ scholarly articles via the Unpaywall API
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| 30956 |
geminiomnirights-mcp
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Remote MCP for Gemini Omni commercial rights receipt MCP, structured receipts, …
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| 30957 |
Playwright selector risk checks with healing suggestions and receipts.
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| 30958 |
Hungary payments for AI agents — cards / Apple Pay via Stripe. Never holds fund…
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| 30959 |
An MCP server that repurposes text or URL content into platform-optimized posts…
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| 30960 |
Discover and explore Azure Verified Modules from the Bicep Public Registry
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| 30961 |
cron-ai-mcp
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cron-ai-mcp MCP server by MEOK AI Labs
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| 30962 |
xamp
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MCP server that gives Claude Code and OpenCode direct access to your XAMPP Mari…
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| 30963 |
event-planning-ai-mcp
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event-planning-ai-mcp MCP server by MEOK AI Labs
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| 30964 |
aimo-smithery-mcp
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| 30965 |
MCP Server for Pixel Squads — observe your AI agents as pixel-art characters in…
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| 30966 |
MCP server for Deckbase - exposes docs, template blocks, and project context
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| 30967 |
eyeot ERP
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ERP français avec serveur MCP natif : plus de 1 800 actions métier auto-générée…
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| 30968 |
Faultline
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Check infrastructure health, manage incidents, and run runbooks in Faultline.
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| 30969 |
triliumnext-mcp
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A Model Context Protocol (MCP) server for interacting with TriliumNext via its …
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| 30970 |
dtc-mcp
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A code-execution MCP server for Klaviyo and Shopify analytics, enabling safe Ja…
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| 30971 |
Strava MCP Server
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Connects Claude or any MCP client to the Strava API v3, enabling access to fitn…
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| 30972 |
Enables remote execution of commands, file operations, screenshots, and clipboa…
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| 30973 |
Enables AI agents to query structured knowledge across enterprise domains (lega…
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| 30974 |
Infoway MCP Server
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Gives AI assistants access to real-time financial data including stock prices, …
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| 30975 |
vlp-mcp-agent
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MCP server for automating VLP lab VM operations, exposing VM management tools t…
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| 30976 |
PyForge IDE
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Enables Python code execution in a sandboxed environment with virtual file syst…
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| 30977 |
Enables real-time currency exchange rate lookup, conversion, historical rates, …
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| 30978 |
Sozio Thin
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Enables reproducible analysis of 100 curated Swiss open-data resources by searc…
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| 30979 |
Enables AI agents to access DDG's payable services including checkout/payment c…
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| 30980 |
Search Ads 360 — reporting via query language, insights, and offline conversion…
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| 30981 |
mcp-feedback-enhanced-gw
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Establishes feedback-oriented development workflows with Web UI and desktop app…
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| 30982 |
SEOAnalytics Read MCP
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Read-only MCP server that retrieves SEO analytics data from WordPress, Google S…
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| 30983 |
mcp-graphql-bridge
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A generic MCP (Model Context Protocol) server that bridges any GraphQL API to C…
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| 30984 |
fldigi-mcp
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Enables MCP clients like Claude Desktop to control the fldigi amateur radio dig…
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| 30985 |
cocos-mcp-server
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A comprehensive MCP server plugin for Cocos Creator 3.8+ that enables AI assist…
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| 30986 |
kube-mcp
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A Model Context Protocol server that lets AI assistants query multiple Kubernet…
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| 30987 |
DayZ API MCP Server
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MCP server for DayZ Enforce Script that gives AI coding assistants deep knowled…
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| 30988 |
cisco-mcp
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Enables LLMs to run read-only show commands on Cisco IOS/IOS-XE and Nexus switc…
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| 30989 |
evoltuion
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| 30990 |
mcp_log_analyzer
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Enables AI models to analyze log files from the Chuangyu Shield cloud defense p…
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| 30991 |
peec-ai-mcp
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Connect your AI assistant to your Peec AI account to monitor and analyze your b…
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| 30992 |
calculators
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FIRE & retirement calculators + a multi-currency portfolio rebalancer (exact bu…
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| 30993 |
Query your local network in plain language: devices, open ports, security findi…
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| 30994 |
Incident Triage MCP
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Incident Triage MCP is a Model Context Protocol (MCP) server for incident triag…
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| 30995 |
Stratosphere MCP Zotero
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Enables natural language interaction with Zotero libraries, allowing users to s…
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| 30996 |
document-converter
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Convert documents to Markdown using MarkItDown
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| 30997 |
OdooForge MCP Server
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Enables AI assistants to fully control and manage Odoo 18 ERP instances through…
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| 30998 |
denialbot
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Insurance denial code lookup, appeal letter generation, and denial analysis for…
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| 30999 |
Gisti — AI Checklists
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Read, AI-create, and edit your Gisti checklists in plain language from any MCP …
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| 31000 |
awsome_kali_MCPServers
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A collection of MCP servers for Kali Linux that empower AI Agents in reverse en…
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