MCP Server Quality Scores
Independent quality analysis of 69052 public MCP servers
Last updated 6 hours, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62901 |
ac-infinity-mcp
Claim
Monitor and automate AC Infinity grow controllers through natural conversation …
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| 62902 |
mcp-meeting-analyzer
Claim
Enables efficient analysis of recorded meetings by transcribing audio, extracti…
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| 62903 |
TunnelMind Data API
Claim
Tracker / Sigil / Cross-lens — every TunnelMind Data API operation as one MCP s…
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| 62904 |
Cloudways MCP Server
Claim
A simple MCP server that provides read-only access to Cloudways hosting resourc…
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| 62905 |
Time Tracking MCP
Claim
Enables natural language time tracking through Claude with markdown file storag…
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| 62906 |
mermaid-mcp
Claim
Fast Mermaid diagram validation and rendering (PNG/SVG) using jsdom and sharp, …
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| 62907 |
Sigil
Claim
Programmatic-advertising supply verification: ads.txt, schain, ATAP receipts, c…
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| 62908 | — | |||||||||
| 62909 |
Provides structured access to EU treaties, regulations, directives, and CJEU ca…
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| 62910 |
discord-mcp
Claim
Comprehensive Discord MCP server with 66 tools that provides rich message conte…
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| 62911 |
Weather
Claim
Get up-to-date forecasts and US severe weather alerts. Check conditions for any…
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| 62912 |
shell-as-mcp
Claim
Maps shell commands to standard MCP tools using single-file YAML specs.
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| 62913 |
HTTP MCP Server
Claim
Enables AI agents to send HTTP requests to any endpoint with full control over …
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| 62914 |
Nerve RPC MCP
Claim
Nerve blockchain JSON-RPC & REST MCP server for AI Agents. Query balances, tran…
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| 62915 |
DevPilot MCP
Claim
An AI-powered development assistant that enables LLMs to securely interact with…
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| 62916 |
college-roi-mcp
Claim
U.S. college ROI data: 30-yr NPV for 500 colleges, lifetime ROI for 134 majors.…
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| 62917 |
spedas-mcp
Claim
Unified SPEDAS-oriented MCP server for Claude Code and Codex agents, providing …
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| 62918 |
waldium
Claim
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| 62919 |
tonmcp
Claim
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| 62920 |
FEFLOW MCP Server
Claim
Enables AI assistants to control FEFLOW 7.5 groundwater simulation software thr…
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| 62921 |
agenttune
Claim
Personality tuning files for AI agents: 43 MIT-licensed tunings + 5 inline pers…
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| 62922 |
mcp-svg-render
Claim
Renders SVG to PNG so AI agents can see the SVG they generate.
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| 62923 |
mcp-arcgis-sanclemente
Claim
Provides access to City of San Clemente GIS open geospatial data (ArcGIS), enab…
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| 62924 |
IcebergMCP
Claim
Enables natural language interaction with Apache Iceberg Lakehouse tables throu…
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| 62925 |
Lathe
Claim
Local MCP server that shapes tailored resume PDFs with live browser preview.
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| 62926 |
vortex-iq
Claim
Read-only access to your VortexIQ store data: audits, KPIs, alerts, Brand DNA, …
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| 62927 |
Paid APIs and tokenized shares for agents. Prepaid funding, including authorize…
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| 62928 |
Waggle
Claim
Connects to a comprehensive directory of A2A agents for semantic discovery and …
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| 62929 |
mcp
Claim
Run any model on the live WaveSpeed catalog: image, video, audio, 3D.
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| 62930 |
Gmail MCP Server
Claim
A Windows-first Python MCP server for Gmail that reads unread emails and create…
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| 62931 |
Manages employee leave with Claude Desktop via natural language. Enables checki…
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| 62932 |
Spotify MCP Server
Claim
Connects Claude to Spotify for music discovery, playlist creation, and collecti…
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| 62933 |
mcp-linux-tools
Claim
Enables AI assistants to perform controlled Linux system administration tasks l…
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| 62934 |
reportflow-mcp
Claim
Generate PDF reports (invoices, contracts, statements) from [ReportFlow](https:…
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| 62935 |
jam
Claim
🍓🫙 MCP server for Toast POS — restaurant operations, inventory, orders, analyti…
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| 62936 |
Zero-config AI context generation and code quality toolkit with Claude Code Age…
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| 62937 |
mcp-tech-feeds
Claim
Enables users to browse curated technology feeds and fetch any RSS/Atom/RDF fee…
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| 62938 |
Vietnam payments for AI agents — MoMo wallet QR, ATM, cards. Zero-setup sandbox…
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| 62939 |
Jeikin
Claim
Accessibility compliance for AI coding tools. WCAG 2.2 reviews with shared evid…
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| 62940 |
maxed-mcp
Claim
MCP server providing deterministic accounting tools for AI agents, including ba…
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| 62941 |
dowhistle_mcp
Claim
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| 62942 |
Enables AI assistants to manage architectural decisions through CRUD operations…
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| 62943 |
Automate GitHub development from task discovery to PR merge with session-based …
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| 62944 |
rs232-mcp
Claim
Enables AI assistants to interact with Cisco routers and switches over serial c…
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| 62945 |
kadenzo-mcp
Claim
Schedule, manage, generate, and analyze social posts across 11 networks (Instag…
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| 62946 |
reaper-daw-mcp-server
Claim
Enables AI-powered music production by integrating with REAPER DAW via MCP prot…
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| 62947 |
atlas-mind
Claim
Self-hosted git-native knowledge base with an MCP endpoint your AI reads, write…
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| 62948 |
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
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| 62949 |
AvianSuite
Claim
AI agents run business processes on your business data. Every change is attribu…
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| 62950 |
tone-rewriter-ai-mcp
Claim
Tone Rewriter Ai MCP server. Tools: analyze tone, rewrite tone, compare tones. …
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