MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49651
FortripEngineering
Enables LLMs to search and book flights across 300+ airlines, manage travel ord…
81
49652
Aniket-think41
An MCP server that enables AI agents to interact with the SkillShare registry, …
49653
Zayden16
MCP server for the official Whoop API v2: cycles, recovery, sleep, workouts, an…
N/A N/A
49654
cessda
Enables AI assistants to explore the OpenAIRE Research Graph and ScholExplorer …
N/A N/A
49655
bikky-dev
bikky Claim
Provides persistent memory for AI coding agents via MCP, enabling teams to shar…
49656
marlian
Enables multi-tenant RAG with Qdrant, LM Studio embeddings and summaries, and a…
49657
SmartDogg
Enables MCP clients to read and write into a self-hosted personal knowledge bas…
81
49658
ecoclaw
ecoclaw-mcp Claim
Manages local AI skills for Claude Desktop, enabling listing, running, tuning, …
N/A N/A
49659
closermethod
MCP server for AI agents selling into APAC. 7 tools: country briefs (Japan/Sing…
49660
MCP-Mirror
Provides comprehensive access to Binance Futures API endpoints for account mana…
81
49661
qtsone
Run YAML workflows as MCP tools so agents can automate real tasks with one serv…
N/A N/A
49662
pipeworx-io
Enables querying Switzerland's federal open-data portal (opendata.swiss) via a …
49663
guyru
Provides AI assistants with access to Linux man pages for searching, retrieving…
N/A N/A
49664
applicate2628
A loopback-bound MCP server that enables MCP clients to control Ableton Live (s…
N/A N/A
49665
lmaag182
Controls a running KiCad 9+ instance via the official IPC API, enabling board e…
N/A N/A
49666
desikai-lab
Marrow Claim
Marrow is a persistent multi-project memory backend that provides AI agents wit…
N/A N/A
49667
kwenhwang
Korean public procurement law: rule-engine rulings, statutes search, live court…
49668
moustafaezzeldeen-73
Gemini MCP Claim
Remote MCP server that exposes Google Gemini's text, image, video (Veo), and au…
49669
jsilvanus
Enables SSH-based deployment operations such as git pull, command execution, sc…
N/A N/A
49670
faizbawa
mcp-beaker Claim
MCP server for Beaker lab automation, enabling system provisioning, job managem…
49671
RoyserVillanueva
A TypeScript-based MCP server that connects with MCP clients like Claude, VS Co…
N/A N/A
49672
lama-assaf
A design-intelligent MCP server for Figma with 201 tools and built-in design ru…
N/A N/A
49673
lyzetam
mcp-n8n Claim
MCP server for n8n workflow automation, enabling management of workflows, execu…
49674
vwww-droid
An MCP server for real-device Android reversing workflows, wrapping AlgorithmAi…
N/A N/A
49675
8ux-co
Connect your AI assistant to Eel Zap CMS to create collections, manage content,…
49676
Seo-yul
MCP server for finding nearby public toilets in Seoul, with real-time open stat…
49677
Mormolykos
A local Windows desktop app and MCP server that allows AI assistants to read, s…
N/A N/A
49678
goldenpathdigital
An MCP server for saving project notes and design decisions to a SQLite databas…
N/A N/A
49679
rifujin123
jira-mcp Claim
Bridges AI assistants with Jira Cloud for issue management, search, comments, w…
49680
zoomeye-ai
abc Claim
N/A N/A 95
49681
PicsArt
Enables AI agents and terminals to generate images, video, and audio using 141 …
49682
stijnv18
Provides secure, API-key authenticated access to on-premise MSSQL databases, en…
N/A N/A
49683
CROCODILE-CESM
MCP server for driving CESM case lifecycle: setup, build, submit, and monitor. …
N/A N/A
49684
pipeworx-io
Provides curated entertainment and culture feeds with tools to list, read, and …
49685
anteew
RanchHand Claim
Enables interaction with OpenAI-compatible APIs (like Ollama) through MCP tools…
81
49686
DelinSirkov
Offload MCP Claim
Delegates real-world digital tasks to vetted humans directly from AI chat. Prov…
49687
wyre-technology
liongard-mcp Claim
An MCP server for the Liongard platform, providing tools to manage inspectors, …
49688
juanamillo-1duz
DevSpeak Claim
DevSpeak bridges the gap between product and engineering. Powered by Gemini AI,…
81
49689
iamgoatedaf
lighter-mcp Claim
A portable MCP server that exposes Lighter trading to any MCP-capable agent wit…
49690
HumanGuardrail
HuGR Tools Claim
A monorepo of MCP toolkits for Cloudflare Workers, providing over 630 tools acr…
49691
box3lab
提供对神岛平台用户数据、地图信息和统计数据的访问,包括公开和需要认证的API。
49692
xarielah
Enables Claude to analyze a player's public FACEIT CS2 data, diagnose strengths…
49693
HoganDong486
Enables AI agents to browse the web, interact with pages, fill forms, and extra…
N/A N/A
49694
cloudflare
DNS analytics and optimization. Debug DNS issues and optimize performance based…
81
49695
douglac
Enables users to search and discover upcoming tech events, conferences, and mee…
81
49696
yugandhar-maram
agrasandhany Claim
Turns local plain-text notes into searchable long-term memory for AI agents thr…
N/A N/A
49697
codeiva4u
Enables advanced browser automation using real Brave Browser with 49 tools for …
N/A N/A 95
49698
3xpr1ment
repiscope Claim
Read-only MCP server: your agent sees all your sibling repos but structurally c…
N/A N/A
49699
almir.kvakic
test Claim
N/A N/A 95
49700
heinrich321
An MCP server that enables querying Easy Equities and Satrix investment account…
N/A N/A
Showing 49651–49700 of 66502 servers
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