MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58351
pontasan
Enables AI assistants to programmatically create and manage information flow di…
— ○ ⏳ — N/A N/A — — —
58352
SignaTrustDev
Enables AI assistants to manage document signing workflows via natural language…
— ○ ⏳ — N/A N/A — — —
58353
DDDOH
Local MCP server that enables downloading papers from arXiv, OpenReview, INFORM…
— ○ ⏳ — N/A N/A — — —
58354
pronzzz
A sandboxed, read-only MCP server that safely exposes system metrics, container…
— ○ ⏳ — N/A N/A — — —
58355
bytesbrains
A text-first headless browser MCP server that extracts DOM and OCR text from we…
— ○ ⏳ — N/A N/A — — —
58356
jmagar
UniFi MCP Claim
Enables management of a local UniFi controller, including devices, clients, net…
— ○ ⏳ — — — — — —
58357
MunhoLau
Security-hardened MCP server for interacting with X.com (Twitter), with a fix t…
— ○ ⏳ — — — — — —
58358
FengLiangcheng-hfut
ScholarMind Claim
A multimodal academic research assistant for LLM Agent papers, enabling paper s…
— ○ ⏳ — N/A N/A — — —
58359
shreyanshjain05
MCP server enabling AI assistants to create, read, list, and delete Apple Remin…
— ○ ⏳ — N/A N/A — — —
58360 — ○ ⏳ — N/A N/A — 95 —
58361
alfmorais
Simulates and intermediates integrations with SAP via OData, exposing automated…
— ○ ⏳ — — — — — —
58362
rsiraj0
governed-mcp Claim
MCP server that enforces governance on agentic decisions with auditable evidenc…
— ○ ⏳ — N/A N/A — — —
58363
nkbud
Exposes ATTOM's real estate API as MCP tools, enabling property details, valuat…
— ○ ⏳ — — — — — —
58364
drumbeats-io
MCP server for Drumbeats monitoring. Enables creating monitors, triaging incide…
— ○ ⏳ — — — — — —
58365
yashgoyalits
A remote MCP server exposing two read-only tools (get_available_stocks, get_lat…
— ○ ⏳ — — — — — —
58366
haxudev
Provides tools for querying Chinese criminal law, US weather alerts, Azure pric…
— ○ ⏳ — — — — — —
58367
zeph-to
MCP server for AI agents to send notifications, copy to clipboard, request conf…
— ○ ⏳ — — — — — —
58368
mjgmario
MCP server for querying Spanish government open data APIs including grants, leg…
— ○ ⏳ — — — — — —
58369
lakafior
rcs-mcp Claim
Enables searching Polish administrative areas and retrieving real estate transa…
— ○ ⏳ — — — — — —
58370
khuyentran1401
Provides SQLite database analytics operations through MCP, enabling AI assistan…
— ○ ⏳ — N/A N/A — — —
58371
bkaes
espanso-mcp Claim
An MCP server for managing Espanso text expansion configurations, enabling AI a…
— ○ ⏳ — N/A N/A — — —
58372
effinrich
Exposes Radix Primitives' parts, props, and accessibility contracts to AI codin…
— ○ ⏳ — N/A N/A — — —
58373
revelri
Closes the find-download-install loop for lutris-mcp by searching Prowlarr, dow…
— ○ ⏳ — — — — — —
58374
megazear7
Enables AI agents to access structured content by building static Markdown/JSON…
— ○ ⏳ — — — — — —
58375
Pedro-Roger
upsprint-mcp Claim
Enables AI models to interact with the Upsprints API for managing users, compan…
— ○ ⏳ — N/A N/A — — —
58376
xiaobenyang-com
Retrieve comprehensive registration details for any domain. View nameservers, c…
— ○ ⏳ — N/A N/A — 95 —
58377
diasm3
Enables extracting YouTube video transcripts, comments, and search results via …
— ○ ⏳ — — — — — —
58378
ry-ops
Manages resource allocation, MCP server lifecycle, and Kubernetes workers in co…
— ○ ⏳ — — — — 81 —
58379
sbezo
Enables interaction with Palo Alto Networks firewalls via XML API for configura…
— ○ ⏳ — N/A N/A — — —
58380
clappingmonkey
zuul-mcp Claim
MCP server for Zuul CI/CD with 25 tools for builds, pipelines, queue management…
— ○ ⏳ — — — — — —
58381
xuanlinAI
overmind Claim
玄霖超脑 · 无量网络 v4 重构版— 66 模块6通道 AI 认知神经系统 · 装一次,你所有的 AI 工具从此共享一个永远不失忆的大脑。跨会话记忆 · 多…
— ○ ⏳ — N/A N/A — — —
58382
Futurykon
Connects AI agents to the Futurykon prediction platform, enabling them to query…
— ○ ⏳ — — — — — —
58383
SBPnet
MCP server for analyzing Canadian federal spending data, offering tools for con…
— ○ ⏳ — — — — — —
58384
xue20010808
Send quick, personalized greetings on command. Toggle a playful pirate mode for…
— ○ ⏳ — N/A N/A — 95 —
58385
cuongph-dev-work
jira-run-mcp Claim
An MCP server for Jira 8 that enables SSO-authenticated issue management, work …
— ○ ⏳ — N/A N/A — — —
58386
da-troll
Planhat MCP Claim
Enables interacting with Planhat customer data via natural language, supporting…
— ○ ⏳ — N/A N/A — — —
58387
rowbotik
A Bambu Lab-focused MCP server for controlling Bambu printers, manipulating STL…
— ○ ⏳ — N/A N/A — — —
58388
redf0x1
An enhanced Model Context Protocol filesystem server that fixes common limitati…
— ○ ⏳ — N/A N/A — — —
58389
PalabreX
run.pay Claim
Stripe-native marketplace where AI agents discover and pay per call for API ser…
— ○ ⏳ — — — — — —
58390
derekalia
Enables discovery, search, generation, and management of AI models via fal.ai, …
— ○ ⏳ — — — — — —
58391
TusharKarkera22
RepoMap Claim
Provides AI assistants with a structured, token-efficient map of a codebase's s…
— ○ ⏳ — N/A N/A — — —
58392
LingFeng-Vels
A local-first MCP server for coordinating parallel AI coding sessions with tool…
— ○ ⏳ — N/A N/A — — —
58393
xiaobenyang-com
Transform and analyze text in one place. Convert case, trim whitespace, reverse…
— ○ ⏳ — N/A N/A — 95 —
58394
jnMetaCode
skillet Claim
Enables AI agents to discover, install, and manage SKILL.md skills from a Git-b…
— ○ ⏳ — N/A N/A — — —
58395
bubua12
Enables AI assistants to monitor and analyze Proxmox VE virtualization environm…
— ○ ⏳ — — — — — —
58396
thecleanupcrew
Captures comprehensive context about development issues and facilitates human a…
— ○ ⏳ — N/A N/A — — —
58397
adelaidasofia
One MCP, many parsers. Routes between markitdown, Docling, and LlamaParse. Plus…
— ○ ⏳ — N/A N/A — — —
58398
MaidToShelly
Algorand ecosystem knowledge layer as an MCP server, enabling identification of…
— ○ ⏳ — N/A N/A — — —
58399
MarcusJellinghaus
Provides safe, configurable SQL database access via MCP tools, enabling schema …
— ○ ⏳ — N/A N/A — — —
58400
Aaryan-Kapoor
A lightweight MCP server for sending push notifications via ntfy.sh, supporting…
— ○ ⏳ — — — — — —
Showing 58351–58400 of 69093 servers