MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38501 |
mysql-mcp-tool
Claim
Enables AI models to interact with MySQL databases through MCP protocol, suppor…
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| 38502 |
StoryLenses MCP Server
Claim
AI cover letter generation for agents. 5 composable tools that analyze job post…
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| 38503 |
tiingo-mcp
Claim
An MCP server that wraps the Tiingo financial data API, enabling access to stoc…
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| 38504 |
MCP server providing AI assistants the ability to interact with NetScaler envir…
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| 38505 |
Aigregator AI Tools
Claim
Search, compare, and retrieve structured data on 5,336+ AI tools. Get pricing…
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| 38506 |
dropthis-mcp
Claim
Publish HTML, files, or a URL to a permanent public URL, then update it — from …
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| 38507 |
agent-cost-meter
Claim
Gives your agent spending awareness it doesn't have natively. Tracks cumulative…
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| 38508 |
ariel-memory
Claim
Two-layer memory MCP server for AI agents with 37 tools, RAG, graphs, wiki, auth
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| 38509 |
resume-parser-ai-mcp
Claim
resume-parser-ai-mcp MCP server by MEOK AI Labs
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| 38510 |
onramperx
Claim
Non-custodial value router: ranked fiat/crypto & cross-chain routes, swaps, onr…
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| 38511 |
xiangguangyu-mcp-skills
Claim
252 AI Skills: MBTI, fact-check, deep analysis. Alipay pay-per-use. Free 10 cal…
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| 38512 |
search-movie
Claim
搜索电影和电视剧资源,快速找到最匹配的观看链接。验证链接可播放性,确保点开就能看。批量校验多个候选,节省筛选时间。
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| 38513 |
Yandex Delivery MCP
Claim
MCP server for Yandex Delivery API, allowing AI assistants to manage deliveries…
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| 38514 |
mcp-server-couchbase
Claim
Couchbase Model Context Protocol Server to interact with Couchbase clusters
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| 38515 |
Qwen Vision MCP Server
Claim
Enables to analyze local images or remote URLs using Alibaba Qwen3.7-plus visio…
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| 38516 |
Courier
Claim
Continuity protocol for autonomous AI agents. Agent messaging with SMTP bridge …
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| 38517 |
136 pay-per-call tools via x402: squeeze scanners, federal contracting, DeFi. N…
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| 38518 |
WhiteCapData-Dev
Claim
Operate a k3s / Kubernetes cluster from your AI agent — safe-by-default MCP ser…
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| 38519 |
minizinc-mcp
Claim
Enables solving constraint satisfaction and optimization problems using MiniZin…
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| 38520 |
Enable seamless interaction with the Rootstock blockchain through a standardize…
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| 38521 |
Enables querying Kiwoom Securities account information and portfolio evaluation…
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| 38522 |
Korea Real Estate MCP
Claim
Connects to Korea's MOLIT real estate API to provide 14+ tools for live transac…
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| 38523 |
Whoop MCP Server
Claim
Exposes Whoop fitness data (recovery, sleep, strain, workouts) to Claude for us…
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| 38524 |
StockScreen MCP Server
Claim
A Model Context Protocol (MCP) server providing comprehensive stock screening c…
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| 38525 |
feishu-user-mcp
Claim
MCP server enabling Feishu/Lark operations including messaging as user, documen…
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| 38526 |
160K deductive JSON constraints enforce LLM character consistency — eliminate p…
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| 38527 |
Qatar payments for AI agents — cards / Apple Pay via Tap Payments. Never holds …
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| 38528 |
cvserver
Claim
Live US options chains with Greeks and IV, a screener, SQL, and FMP fundamental…
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| 38529 |
witch-journey-mcp
Claim
Enables AI assistants to control the game 'Witch's Apocalyptic Journey' through…
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| 38530 |
Lorem Ipsum placeholder text generator API for AI agents. Generate paragraphs, …
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| 38531 |
flight-tracker
Claim
Provides comprehensive flight tracking capabilities using the OpenSky Network A…
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| 38532 |
keyso-mcp
Claim
MCP server for Keys.so SEO API, enabling domain and keyword analysis, competito…
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| 38533 |
kakaotalk-mcp
Claim
Controls KakaoTalk PC via Win32 API, enabling message sending, reading, and cha…
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| 38534 |
rag-mcp
Claim
A RAG service based on FastMCP that enables document indexing and retrieval (ke…
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| 38535 |
gogcli-mcp-docs
Claim
Extended Google Docs for Claude via gogcli — auth + full Docs and comments supp…
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| 38536 |
PoseBusters MCP Server
Claim
Validates the physical and chemical plausibility of ligand–protein docking pose…
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| 38537 |
OSV-Scanner-MCP
Claim
Enables scanning Java (Maven) projects for known vulnerabilities via natural la…
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| 38538 |
Provides AI-assisted guidance for the Weik.io integration platform, enabling pl…
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| 38539 |
Pet Data Station
Claim
Source-verified pet food regulations, recalls, nutrient standards and species c…
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| 38540 |
Poke Gate
Claim
An MCP server that lets your Poke AI assistant access your macOS machine, enabl…
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| 38541 |
cerebras-code-mcp
Claim
Model Context Protocol (MCP) server for Cerebras to make coding faster in AI-fi…
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| 38542 |
haver-governance-mcp
Claim
Provides identity, permission, audit, and recall for healthcare AI agents, with…
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| 38543 |
paperwithcode-mcp
Claim
MCP server that brings AI paper reading and code repository discovery from Hugg…
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| 38544 |
ai-mcp-server
Claim
A local MCP bridge that registers multiple AI API endpoints, enabling agents to…
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| 38545 |
solenrich
Claim
Solana onchain intelligence for AI agents: wallet risk, due-diligence, perps fu…
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| 38546 |
oura-ring-mcp
Claim
Provides natural-language access to Oura health data through Claude, with a loc…
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| 38547 |
traders-edge-mcp
Claim
Provides a consolidated 0DTE options cockpit for SPX/SPXW, including chain, Gre…
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| 38548 |
mcp-browser-server
Claim
A MCP server that gives AI assistants full browser control, enabling navigation…
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| 38549 |
Operating contracts for AI agents. Structured instructions compiled into system…
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| 38550 |
panda-mcp
Claim
Turns a comma.ai Panda into a conversational CAN reverse-engineering rig, allow…
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