MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 26801 |
A GitHub-based implementation of the Model Context Protocol that enables LLMs t…
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| 26802 |
Puppeteer Browser
Claim
Browser automation server that enables interaction with web pages, taking scree…
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| 26803 |
authbox
Claim
Zero-knowledge password manager with MCP credential gateway. BIP-39 seed phrase…
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| 26804 |
AgentPay — x402 crypto data gateway on Stellar. 10 live
pay-per-call tools: tok…
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| 26805 |
onUI
Claim
Annotate elements, draw regions, and ship cleaner UI faster.
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| 26806 |
instadomain-mcp
Claim
Domain registration for AI agents. Check availability, buy domains (Stripe or x…
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| 26807 |
MCP Stdio
Claim
Stdio-to-HTTP relay for MCP servers
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| 26808 |
Vouch
Claim
Run Safe -> Run Fast -> Run Cheap
Vouch- we are an advanced Ai Deterministic l…
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| 26809 |
lark-mcp
Claim
An MCP server that enables AI assistants to search, read, create, and update Fe…
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| 26810 |
Twilio MCP Server
Claim
Enables communication through Twilio's API including sending SMS/WhatsApp messa…
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| 26811 |
DuckDuckGo MCP Server
Claim
A basic MCP server built with FastMCP framework that provides example tools for…
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| 26812 |
thunder-compute
Claim
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| 26813 |
jira_just_ai
Claim
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| 26814 |
PortMaster MCP
Claim
Enables comprehensive Windows process and service management with secure UAC el…
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| 26815 |
artscii
Claim
LLMs can't draw. This MCP can. 81 arts + 100 kaomoji + diagrams + charts.
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| 26816 |
claude-plugins
Claim
28 plugins and MCP servers for Claude Code — TDD, multi-agent orchestration, it…
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| 26817 |
Weather
Claim
Real-time weather conditions and multi-day forecasts via Open-Meteo — free, no …
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| 26818 |
mcp-playwright-ai
Claim
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| 26819 |
mcp
Claim
Turn any LLM into your lab assistant: search samples, track experiments, analyz…
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| 26820 |
minimax
Claim
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| 26821 |
CloudAIWallet
Claim
MCP-native cloud wallet platform. Connect your OpenClaw gateway, Claude Desktop…
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| 26822 |
BugCatcher
Claim
Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.
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| 26823 |
COTI Private Assets
Claim
Manage COTI accounts, deploy private ERC20 and ERC721 contracts, and transfer t…
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| 26824 |
PeopleBox ATS MCP Server
Claim
Enables interaction with the PeopleBox Applicant Tracking System (ATS) to manag…
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| 26825 |
An MCP server running inside a trusted execution environment (TEE) via Gramine,…
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| 26826 |
qasper
Claim
Discover and book businesses via AI agents.
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| 26827 |
MCP Server for BoondManager API - 158 tools across 36 domains for ERP/CRM data
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| 26828 |
dailyhotmcp
Claim
聚合55+平台热门榜单数据的AI工具，支持微博、知乎、B站、GitHub等平台。适用于LLM/RAG场景。
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| 26829 |
runframe-mcp-server
Claim
MCP server for Runframe incident management covering incidents, on-call, postmo…
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| 26830 |
bluesky-context-server
Claim
Bluesky instance integration for querying and interaction
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| 26831 |
Provides access to the fal-ai/recraft/v3 image generation model for creating hi…
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| 26832 |
psyXe MCP Server
Claim
Apple Notes, Reminders, and Contacts for AI assistants. BERT semantic search. m…
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| 26833 |
MCP Compatible Server
Claim
A dual-protocol MCP server that supports both modern Streamable HTTP and legacy…
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| 26834 |
An MCP server that provides visual memory and context storage with knowledge gr…
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| 26835 |
mosta-net
Claim
1 MCP server, 13 databases, zero config. Multi-protocol transport with Auth + R…
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| 26836 |
oecd-search
Claim
Discover OECD datasets and indicators, and browse categories across economy, he…
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| 26837 |
Defense MCP
Claim
This is a Linux OS hardening tool. Take a fresh install and immediately harden …
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| 26838 |
ACM-68000 DPU resolver. First CPG product eligibility checker on MCP.
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| 26839 |
vyazen
Claim
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| 26840 |
An MCP server that implements iterative refinement of responses through self-cr…
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| 26841 |
antientropy-mcp
Claim
Provides access to over 140 articles from the AntiEntropy Resource Portal cover…
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| 26842 |
simuladorllm
Claim
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| 26843 |
Tweetsmash
Claim
Manage and organize your Twitter bookmarks efficiently through AI assistants. L…
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| 26844 |
Komodo MCP Server
Claim
Enables natural language management of servers, deployments, and build pipeline…
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| 26845 |
Ingrids Reisetjenester
Claim
Enables intelligent travel planning by combining weather forecasts and route ca…
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| 26846 |
Restaurant2
Claim
Browse the menu, place food orders, and track order status. Explore current off…
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| 26847 |
decodo-coppi
Claim
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| 26848 |
fixme-agent
Claim
Real-time AI code quality — 30 validators, 17 languages, 813+ checks
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| 26849 |
nash-arena
Claim
A Chess and Card Game Arena For LLM, Agents can battle in game by mcp
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| 26850 |
KrystalView Analytics
Claim
AI agent access to website analytics, session replay, and anomaly detection.
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