MCP Server Quality Scores
Independent quality analysis of 66427 public MCP servers
Last updated 1 hour, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64551 |
Divoom LAN Watchface
Claim
MCP server for Divoom LAN watchface APIs; read-before-write safe. V2 editor lin…
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| 64552 |
Enables querying DeepVLab account statistics and model usage analytics, includi…
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| 64553 |
sj-trading-mcp
Claim
永豐 Shioaji MCP Server,讓 Claude 能直接操作台灣股票、期貨與選擇權交易,並查詢即時行情與帳務資料。
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| 64554 |
Jupiter Invoice
Claim
Create and manage invoices and customers on Jupiter Invoice (MCP, API-key auth).
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| 64555 |
MCP SSH Proxy
Claim
A human-in-the-loop SSH bridge for AI agents that requires approval for every c…
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| 64556 |
api-evangelist
Claim
Sixteen years of API research as MCP tools — stories, areas, governance blocks …
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| 64557 |
Modular RAG MCP Server
Claim
Enables building production-grade RAG systems with agentic reasoning, hybrid re…
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| 64558 |
An MCP server that statically audits Solidity smart contracts for common vulner…
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| 64559 |
Container Host AIops
Claim
Governed Docker + Portainer container-host ops: reads, RCA analyses, guarded wr…
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| 64560 |
docs-search-engine
Claim
Enables searching documentation from GitHub repositories and web pages via MCP …
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| 64561 |
OpenUKPublicDataMCP
Claim
A no-key-first MCP server providing access to UK public data including postcode…
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| 64562 |
Enables AI models to retrieve user geolocation information through EdgeOne Page…
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| 64563 |
directory-indexer
Claim
Provides AI assistants with semantic search and read access to local files and …
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| 64564 |
TaskMCP
Claim
A personal task management MCP server that allows LLM clients to create, read, …
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| 64565 |
mcp-browser-automation
Claim
An MCP server for generic browser automation using Playwright. Enables MCP clie…
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| 64566 |
simplefin
Claim
Exposes SimpleFIN bank data (accounts and transactions) as tools for Claude Cod…
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| 64567 |
Vlk MemAct
Claim
Stateful memory for AI agents. Temporal awareness, error loop detection, and pr…
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| 64568 |
tracecat-mcp-community
Claim
Enables AI assistants to fully control a Tracecat SOAR platform instance throug…
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| 64569 |
debug-test-mcp
Claim
MCP server for debugging MCP host/client custom header implementation, with a t…
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| 64570 |
attiomcp
Claim
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| 64571 |
mcp-opencorporates
Claim
Search companies, officers, and filing history across 140+ jurisdictions worldw…
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| 64572 |
OptimAI Search MCP
Claim
Enables Web3-focused web searches via the OptimAI External Search API, providin…
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| 64573 |
metalift
Claim
Metalift MCP for AI agents: web search (2 credits), scrape, crawl, and map tools
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| 64574 |
darkside-mcp
Claim
An MCP server that grants AI agents unrestricted file system, Python, and Power…
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| 64575 |
ArchiMate MCP Server
Claim
Enables LLMs to create, modify, and analyze ArchiMate architecture models using…
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| 64576 |
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
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| 64577 |
MCP server for Akamai APIs. 198 tools covering Property Manager, Edge DNS, CPS,…
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| 64578 |
Vessel tracking for 750,000+ ships, with ownership, inspections, port records, …
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| 64579 |
crypto-tracker-ai-mcp
Claim
crypto-tracker-ai-mcp MCP server by MEOK AI Labs
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| 64580 |
Tours, alojamientos y traslados en Chile/LATAM con checkout único y precios de …
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| 64581 |
apollo-mcp-server
Claim
Enables large language models to query and operate on Apollo Configuration Cent…
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| 64582 |
paperless-ngx-mcp
Claim
Enables Claude AI to interact with Paperless-NGX document management through na…
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| 64583 |
Teneo Book Generation
Claim
Generate complete nonfiction books with Teneo: outline, manuscript, cover, and …
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| 64584 |
workout-planner-ai-mcp
Claim
MCP server for workout planner ai. Features create workout, track progress, sug…
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| 64585 |
This MCP server enables AI-assisted professional profile generation by connecti…
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| 64586 |
Scan AI agents for tool-calling vulnerabilities: prompt leaks, hijacking, injec…
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| 64587 |
val
Claim
QA agent for vibecoded apps. Real browser checks, your AI fixes them. Ship to g…
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| 64588 |
MCP Mermaid Image Gen
Claim
An MCP server that generates diagrams from Mermaid code in multiple formats (PN…
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| 64589 |
humanrail-mcp-server
Claim
Enables AI agents to route tasks requiring human judgment (e.g., content modera…
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| 64590 |
scm-mcp-server
Claim
Exposes Palo Alto Networks Strata Cloud Manager API via MCP, enabling AI assist…
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| 64591 |
open-compute-mcp
Claim
Model-agnostic computer-use tools over MCP, enabling screen capture and automat…
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| 64592 |
nempulse
Claim
Read-only access to Australian NEM grid-scale battery performance, revenue, dis…
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| 64593 |
yahoo-finance-mcp-server
Claim
An MCP server that exposes comprehensive Yahoo Finance data (quotes, financials…
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| 64594 |
Enables interacting with Google Search Console via natural language, supporting…
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| 64595 |
arr-mcp
Claim
A remote MCP server for managing your arr stack (Sonarr, Radarr, qBittorrent, S…
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| 64596 |
volo-mcp
Claim
Give AI agents the ability to search private jets, compare aircraft, get quotes…
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| 64597 |
foldseek-mcp
Claim
Enables protein structure and sequence searches using FoldSeek, with support fo…
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| 64598 |
infinitetalk-mcp
Claim
MCP server for the InfiniteTalk model line, enabling audio-to-video task creati…
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| 64599 |
Memora
Claim
Flashcards, quizzes, and cloze cards with spaced repetition, as an inline MCP A…
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| 64600 |
mcp-blanko
Claim
A TypeScript template for building MCP servers with stdio/SSE transport and eas…
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