MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45801 |
server_
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| 45802 |
KikoBooks MCP Server
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A Model Context Protocol server for KikoBooks enterprise bookkeeping software t…
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| 45803 |
peek-mcp
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| 45804 |
EX MCP Server
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Provides unified development tools including code analysis, debugging, refactor…
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| 45805 |
AutoCAD MCP Server
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Enables programmatic control of AutoCAD through COM automation, allowing natura…
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| 45806 |
aa-mcp-server
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An MCP server that gives Claude (or any MCP-compatible LLM) read-only access to…
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| 45807 |
Collects page performance metrics using Playwright, CDP, and Lighthouse, and re…
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| 45808 |
cursor-mcp
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A FastMCP server for Cursor platform APIs enabling spend guardrails, cloud agen…
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| 45809 |
Unreal Engine MCP Server
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Enables AI assistants to control Unreal Engine through a native C++ Automation …
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| 45810 |
StocksMCP
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AI-powered stock research MCP server with real-time data, CRUD operations, and …
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| 45811 |
MCP Launch Assistant
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Manages the lifecycle of MCP services with health monitoring, auto-restart capa…
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| 45812 |
oscilloscope-mcp
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AI-driven USB oscilloscope control via FastMCP, enabling waveform capture, CSV …
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| 45813 |
mcp-server
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Buy and manage a global eSIM through chat. One eSIM for 192 countries, per-MB b…
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| 45814 |
Stock Price
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Fetch current stock quotes by ticker symbol across global markets. Integrate up…
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| 45815 |
sqlite-mcp-server5
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| 45816 |
DuckDuckGo MCP Server
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A basic MCP server template with example tools for echoing messages and retriev…
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| 45817 |
GitLab CI MCP Server
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Enables AI agents to monitor and debug GitLab CI/CD pipelines by providing tool…
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| 45818 |
angr-mcp
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Exposes angr binary-analysis capabilities (symbolic execution, taint analysis, …
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| 45819 |
ohos-playwright-mcp
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MCP server for HarmonyOS/OpenHarmony ArkWeb that enables browser automation usi…
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| 45820 |
choumai
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| 45821 |
Paid MCP web research for agents: search, extraction, citations, and x402 payme…
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| 45822 |
Vault as MCP
Claim
An Obsidian plugin that runs an MCP server, enabling external LLM tools to read…
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| 45823 |
mcp-github-pm
Claim
Enables GitHub project management from Claude, supporting issue creation, miles…
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| 45824 |
KSeF MCP
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Single-tenant MCP server for Polish KSeF e-invoice workflows, supporting local …
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| 45825 |
iPayX FX Audit
Claim
The world's first forensic FX audit MCP server.
Detects hidden bank fees, undi…
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| 45826 |
KurrentDB MCP Server
Claim
Provides tools to read and write events, list streams, and create, test, and de…
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| 45827 |
Call For Me
Claim
Give your AI agent a phone. Place outbound calls to US businesses to ask, book,…
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| 45828 |
easycslearning
Claim
Gives Claude read-only access to EasyCS Learning Firebase data, enabling querie…
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| 45829 |
mcp-ex
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| 45830 |
walletap
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Issue and manage Apple Wallet & Google Wallet passes from any AI assistant.
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| 45831 |
Feather Code MCP Server
Claim
A GitHub integration for Claude Desktop that provides access to GitHub features…
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| 45832 |
claude-sessions-mcp
Claim
Browse, search, rename, split, and clean up Claude Code sessions via MCP, Web U…
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| 45833 |
mcp-clipstream
Claim
Captures copyable text from Claude Code terminal output before it's mangled by …
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| 45834 |
Tribal
Claim
Semantic memory for AI builders: capture the tacit engineering know-how that ne…
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| 45835 |
vincario-vehicle-data
Claim
An MCP (Model Context Protocol) server that exposes the Vincario API to AI agen…
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| 45836 |
@altronis/sgdata-mcp
Claim
Comprehensive Singapore government data MCP server - typed tools for SG dataset…
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| 45837 |
Homebox MCP Server
Claim
Enables AI assistants to manage inventory items, locations, and labels in a sel…
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| 45838 |
quartus91-mcp
Claim
Wraps Quartus II 9.1 command-line tools into MCP tools, enabling AI agents to c…
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| 45839 |
@phasefolio/mcp
Claim
Provides AI agents with access to PhaseFolio's biotech rNPV and probability-of-…
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| 45840 |
Premiere-Pro-MCP
Claim
Controls Adobe Premiere Pro via Claude, enabling automated beat-synced editing,…
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| 45841 |
futurehouse_mcp
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| 45842 |
J-Quants Free MCP Server
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Enables access to Japanese stock market data via the free J-Quants API, providi…
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| 45843 |
CorteX402
Claim
Pay-per-call x402 data products on Base mainnet — sanctions screening, aviation…
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| 45844 |
VaultBridge
Claim
Secret management MCP server for AI coding agents that prevents secrets from en…
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| 45845 |
AynOps
Claim
AynOps is a reconnaissance focused MCP Server which gives reconnaissance capabi…
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| 45846 |
Jokes MCP Server
Claim
Provide a humor-focused agent that delivers concise, engaging jokes upon user r…
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| 45847 |
notebooklm-mcp-2026
Claim
Secure MCP server for querying Google NotebookLM notebooks. Enables AI assistan…
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| 45848 |
XGR MCP Gateway
Claim
An MCP server providing AI-native access to XGR blockchain data, enabling queri…
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| 45849 |
flickr-mcp
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Flickr MCP server — tag photos, write descriptions, set titles, and add photos …
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| 45850 |
Access Global Fishing Watch data from any MCP-compatible AI assistant or termin…
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