MCP Server Quality Scores

Independent quality analysis of 66427 public MCP servers

66427
Discovered
31779
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64551
DivoomDevelop
MCP server for Divoom LAN watchface APIs; read-before-write safe. V2 editor lin…
N/A N/A
64552
jiangmuran
Enables querying DeepVLab account statistics and model usage analytics, includi…
N/A N/A
64553
scorpio-su
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。
64554
middlefieldgs
Create and manage invoices and customers on Jupiter Invoice (MCP, API-key auth).
64555
Quinbook
A human-in-the-loop SSH bridge for AI agents that requires approval for every c…
N/A N/A 95
64556
api-evangelist
Sixteen years of API research as MCP tools — stories, areas, governance blocks …
64557
bliss-fox
Enables building production-grade RAG systems with agentic reasoning, hybrid re…
N/A N/A
64558
uitkhoanna
An MCP server that statically audits Solidity smart contracts for common vulner…
64559
AIops-tools
Governed Docker + Portainer container-host ops: reads, RCA analyses, guarded wr…
N/A N/A
64560
wanyingng
Enables searching documentation from GitHub repositories and web pages via MCP …
N/A N/A
64561
HappyMonkeyAI
A no-key-first MCP server providing access to UK public data including postcode…
64562
MCP-Mirror
Enables AI models to retrieve user geolocation information through EdgeOne Page…
81
64563
peteretelej
Provides AI assistants with semantic search and read access to local files and …
64564
CCLucky-uu
TaskMCP Claim
A personal task management MCP server that allows LLM clients to create, read, …
N/A N/A
64565
ritesh-jain
An MCP server for generic browser automation using Playwright. Enables MCP clie…
N/A N/A
64566
RommelTVAG
simplefin Claim
Exposes SimpleFIN bank data (accounts and transactions) as tools for Claude Cod…
64567
aranajhonny
Vlk MemAct Claim
Stateful memory for AI agents. Temporal awareness, error loop detection, and pr…
N/A N/A
64568
adrojis
Enables AI assistants to fully control a Tracecat SOAR platform instance throug…
N/A N/A
64569
matsjfunke
MCP server for debugging MCP host/client custom header implementation, with a t…
64570
FVEFWFE
attiomcp Claim
N/A N/A 95
64571
Gonzih
Search companies, officers, and filing history across 140+ jurisdictions worldw…
64572
OptimaiNetwork
Enables Web3-focused web searches via the OptimAI External Search API, providin…
64573
MetaLift-AI
metalift Claim
Metalift MCP for AI agents: web search (2 credits), scrape, crawl, and map tools
N/A N/A
64574
For-Sunny
darkside-mcp Claim
An MCP server that grants AI agents unrestricted file system, Python, and Power…
N/A N/A
64575
thijs-hakkenberg
Enables LLMs to create, modify, and analyze ArchiMate architecture models using…
N/A N/A
64576
tpptrafficpump
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
N/A N/A 95
64577
henrikaslund
MCP server for Akamai APIs. 198 tools covering Property Manager, Edge DNS, CPS,…
81
64578
datalastic
Vessel tracking for 750,000+ ships, with ownership, inspections, port records, …
64579
CSOAI-ORG
crypto-tracker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
64580
tatanmas
Tours, alojamientos y traslados en Chile/LATAM con checkout único y precios de …
64581
iceycn
Enables large language models to query and operate on Apollo Configuration Cent…
64582
cbsmiley
Enables Claude AI to interact with Paperless-NGX document management through na…
N/A N/A
64583
Traviseric
Generate complete nonfiction books with Teneo: outline, manuscript, cover, and …
N/A N/A
64584
CSOAI-ORG
MCP server for workout planner ai. Features create workout, track progress, sug…
N/A N/A
64585
Anshuman-Gaur-AI-Builder
This MCP server enables AI-assisted professional profile generation by connecti…
N/A N/A
64586
Scan AI agents for tool-calling vulnerabilities: prompt leaks, hijacking, injec…
N/A N/A 81
64587
Wakizara
val Claim
QA agent for vibecoded apps. Real browser checks, your AI fixes them. Ship to g…
N/A N/A
64588
codingthefuturewithai
An MCP server that generates diagrams from Mermaid code in multiple formats (PN…
N/A N/A
64589
prime001
Enables AI agents to route tasks requiring human judgment (e.g., content modera…
64590
zm1990s
Exposes Palo Alto Networks Strata Cloud Manager API via MCP, enabling AI assist…
64591
ellmos-ai
Model-agnostic computer-use tools over MCP, enabling screen capture and automat…
N/A N/A
64592
FDSchaefer
nempulse Claim
Read-only access to Australian NEM grid-scale battery performance, revenue, dis…
64593
christianGRogers
An MCP server that exposes comprehensive Yahoo Finance data (quotes, financials…
64594
metehan777
Enables interacting with Google Search Console via natural language, supporting…
N/A N/A
64595
trololol91
arr-mcp Claim
A remote MCP server for managing your arr stack (Sonarr, Radarr, qBittorrent, S…
64596
weihermans
volo-mcp Claim
Give AI agents the ability to search private jets, compare aircraft, get quotes…
64597
AltriaPendragon49
foldseek-mcp Claim
Enables protein structure and sequence searches using FoldSeek, with support fo…
N/A N/A
64598
runapi-ai
MCP server for the InfiniteTalk model line, enabling audio-to-video task creati…
64599
Servation
Memora Claim
Flashcards, quizzes, and cloze cards with spaced repetition, as an inline MCP A…
N/A N/A
64600
KI4JLU
mcp-blanko Claim
A TypeScript template for building MCP servers with stdio/SSE transport and eas…
Showing 64551–64600 of 66427 servers