MCP Server Quality Scores
Independent quality analysis of 40750 public MCP servers
Last updated 2 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38501 |
moomoo-api-mcp
Claim
Enables AI agents to access real-time market data, manage Moomoo trading accoun…
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| 38502 |
auvik-mcp
Claim
An MCP server for Auvik network management, enabling monitoring, management, an…
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| 38503 |
media-mcp
Claim
MCP server enabling interaction with Twitter, YouTube, Instagram, and video pro…
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| 38504 |
Memanto MCP
Claim
MEMANTO is a memory agent. It remembers, recalls, and answers - so your agents …
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| 38505 |
Yamcs MCP Server
Claim
Enables AI assistants to interact with Yamcs mission control systems through na…
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| 38506 |
UseAgents
Claim
Discover developer tools, then fetch tool-specific implementation context befor…
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| 38507 |
HotNews MCP Server
Claim
Provides real-time hot trending topics from major Chinese social platforms and …
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| 38508 |
Enables comprehensive filesystem operations across Linux, macOS, and Windows wi…
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| 38509 |
rosentic
Claim
Deterministic cross-branch conflict detection for AI coding agents
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| 38510 |
IPOGrid Research
Claim
Hosted MCP server for filing-driven IPO research, market snapshots, SEC filing …
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| 38511 |
contextium-mcp-server
Claim
MCP server for Contextium — pipe team SOPs, coding standards, agents, skills, a…
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| 38512 |
xmlriver-mcp
Claim
Google/Yandex SERP parsing and Yandex Wordstat keyword frequency via XMLRiver X…
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| 38513 |
mission-control
Claim
Read and write Mission Control state via MCP — projects, tasks, subtasks, templ…
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| 38514 |
genesis-proofrelay
Claim
Read-only ProofRelay MCP verifier for non-confidential evidence bundles. Expose…
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| 38515 |
anon.li
Claim
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| 38516 |
pubnub-mcp
Claim
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| 38517 |
Locations MCP Server
Claim
Enables WordPress content extraction, keyword research using Google autocomplet…
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| 38518 |
Asana MCP Server
Claim
A Type 4 OAuth MCP server for the Asana API, enabling AI assistants to manage w…
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| 38519 |
imessage-rich-search
Claim
Enables full-text search of macOS iMessages including link preview metadata. Wo…
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| 38520 |
mcp_log_analyzer
Claim
Enables AI models to analyze log files from the Chuangyu Shield cloud defense p…
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| 38521 |
Obsidian Native MCP
Claim
LLM-optimized MCP server for Obsidian vaults with surgical edits, hash-based co…
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| 38522 |
Funplay Cocos MCP
Claim
stdio bridge for the local Cocos Creator Editor MCP server from FunplayAI/funpl…
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| 38523 |
An MCP server that generates comprehensive AI-powered investor pitch decks for …
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| 38524 |
mcpserver-luzia
Claim
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| 38525 |
customclaw
Claim
A curated registry of small, focused utilities for building LLM and agent code …
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| 38526 |
fast-html-mcp
Claim
Five-tier MCP server for lightning-fast HTML generation from AI agents.
Assembl…
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| 38527 |
Connects VS Code Copilot to Telegram for mobile notifications, interactive appr…
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| 38528 |
agent-gateway
Claim
Unified swap/bridge/LLM gateway for autonomous agents across EVM + Solana. Inte…
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| 38529 |
hydite-mcp
Claim
Hydite MCP
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| 38530 |
univercity-mcp
Claim
8-dimension business diagnosis with Revenue Leak Score and triple-option recomm…
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| 38531 |
MCP-Maestro
Claim
Connects AI assistants to the Maestro research framework to orchestrate multi-a…
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| 38532 |
dr-mcp
Claim
Audits MCP configs, scores risk, and creates reversible repair plans.
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| 38533 |
gamedev-mcp-server
Claim
Curated game development knowledge for AI coding tools. 144 docs covering MonoG…
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| 38534 |
An MCP server for local PDF manipulation including merging, splitting, rotating…
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| 38535 |
workmagic-mcp
Claim
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| 38536 |
smithery-mcp
Claim
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| 38537 |
app-seo-ai
Claim
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| 38538 |
Daimonos
Claim
Agent-optimized MCP server with structured JSON tools. 20-45% token savings.
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| 38539 |
mcp-office-parser
Claim
Enables reading, writing, editing, and converting Office documents (ODT, DOCX, …
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| 38540 |
redis-mcp-server
Claim
Enables AI to safely view and operate Redis databases with read-only mode by de…
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| 38541 |
KOLens
Claim
TikTok KOL intelligence with a public MCP remote for search, profiles, lists, a…
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| 38542 |
lanyard-mcp-server
Claim
Provides Discord user presence information through the Lanyard API, enabling AI…
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| 38543 |
ktx
Claim
ktx is an MCP server that provides agents with accurate warehouse querying by s…
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| 38544 |
smithery-mcp
Claim
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| 38545 |
MySQL MCP Server
Claim
Enables secure interaction with MySQL databases through listing tables, reading…
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| 38546 |
Enable AI assistants to manage broadcast messaging, email campaigns, and contac…
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| 38547 |
Allure TestOps MCP
Claim
Production-ready MCP server for Allure TestOps, enabling test case, launch, tes…
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| 38548 |
mcp-git
Claim
Provides comprehensive Git operations as tools for AI assistants and applicatio…
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| 38549 |
agent-bridge-mcp
Claim
An MCP-only server that launches AI CLI tasks (Claude, Codex, Gemini, Forge, Op…
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| 38550 |
article-mcp
Claim
Enables multi-source literature search, full-text retrieval, reference analysis…
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