MCP Server Quality Scores
Independent quality analysis of 41393 public MCP servers
Last updated 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36351 |
vincikit
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AI stack configurator with conversational interviews and intelligent recommenda…
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| 36352 |
pipeworx gateway
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Live data for AI agents. 250+ data sources, 900+ tools. Ask questions in plain …
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| 36353 |
email-automation-mcp
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email-automation-mcp MCP server by MEOK AI Labs
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| 36354 |
tuskledger-mcp
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Enables AI assistants to query and analyze local personal finance data from Tus…
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| 36355 |
jaamun
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| 36356 |
SEOforGPT MCP Server
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Enables AI-driven brand visibility monitoring and SEO project management via th…
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| 36357 |
wechat-cli
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WeChat/微信 local chat history MCP server for macOS agents. Read messages, contac…
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| 36358 |
Knowledge Server
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Provides LLM-agnostic access to API documentation through MCP and REST endpoint…
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| 36359 |
Paid MCP web research for agents: search, extraction, citations, and x402 payme…
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| 36360 |
Agentic News
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AI-powered news intelligence via MCP. 21 tools for personalized monitoring — cr…
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| 36361 |
Control and automate Unreal Engine workflows using natural language commands th…
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| 36362 |
health-check-ai-mcp
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health-check-ai-mcp MCP server by MEOK AI Labs
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| 36363 |
Say Hello
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Create friendly, personalized greetings by name. Switch to a playful pirate voi…
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| 36364 |
mcp_playwright
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| 36365 |
Auto Stitch MCP
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An automated MCP server for Google Stitch that enables AI-driven UI design gene…
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| 36366 |
AI Agent Astrology — natal charts, transits, cosmic weather, and forecasts for …
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| 36367 |
vsfclubnew5
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| 36368 |
mcp-sse-test-4
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| 36369 |
threatnews2
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| 36370 |
Fraim Context MCP
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Enables semantic search of project documentation using hybrid vector and full-t…
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| 36371 |
The GIS Data Conversion MCP allows reverse geocoding, WKT/GeoJSON conversion, T…
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| 36372 |
mailx-tools
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| 36373 |
Hyperliquid MCP Server
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Enables interaction with the Hyperliquid DEX for retrieving market data, managi…
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| 36374 |
Kubecost MCP Server
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An implementation that enables AI assistants to interact with Kubecost cost man…
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| 36375 |
DocsFetcher
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Fetch npm package documentation and present it for LLMs.
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| 36376 |
etapa
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Etapa is an AI cycling coach for beginners and returning riders. Most cycling a…
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| 36377 |
Lad MCP Server
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A project-aware AI design and code review server that uses dual reviewers via O…
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| 36378 |
Coppermind CMO
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AI memory layer for fractional CMOs managing multiple clients. Each client gets…
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| 36379 |
invarium
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| 36380 |
websites
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| 36381 |
drifts
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Multi-sensory AI experiences with time-locked progression and structured sensor…
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| 36382 | — | |||||||||
| 36383 |
ironscales-mcp
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MCP server for Ironscales — phishing incident management, email classification,…
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| 36384 |
everymanjames
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| 36385 |
Gül-tekin Mühendislik
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Ürünler, projeler, blog yazıları, markalar, hizmetler ve kategoriler için okuma…
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| 36386 |
formacv
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FormaCV MCP server for AI-powered CV formatting, anonymization, tailoring, and …
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| 36387 |
Vec Memory MCP Server
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Provides graph-based semantic memory storage and retrieval using vector embeddi…
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| 36388 |
milky_file_search
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| 36389 |
endiagram
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Deterministic structural analysis that gets your AI laser focused. 13 graph-the…
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| 36390 |
ls-news-mcp
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| 36391 |
huly-mcp
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Complete MCP server for Huly project management with 209 tools across 23 catego…
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| 36392 |
telnyx-hi-ron
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| 36393 |
mcp-geraeats
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Browse restaurants, search dishes, order food delivery, track riders. 50+ count…
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| 36394 |
budget-planner-ai-mcp
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budget-planner-ai-mcp MCP server by MEOK AI Labs
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| 36395 |
Delora MCP
Claim
Delora MCP server for cross-chain quotes, supported chains, tokens, and tools.
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| 36396 |
my_test
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Get current weather for any city and create images from your prompts. Streamlin…
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| 36397 |
MCP server for CSV/JSON data transformation using YAML rules
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| 36398 |
chatgpt
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| 36399 |
OpenSTAAD MCP Server
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MCP server for Bentley STAAD.Pro via the OpenSTAAD API
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| 36400 |
redmine-mcp
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A stateless MCP server for Redmine that allows users to interact with issues, t…
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