MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

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30006
Discovered
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24039
Scored
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1224
Verified
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16961
Complete
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Last updated 2 weeks, 1 day ago

Grade Distribution

Score Distribution

🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
27351
amessagee
mcp-1 Claim
— ○ — N/A N/A — 95 —
27352
pickstar-2002
Enables comprehensive video file analysis including extracting metadata, stream…
 — ○ ⏳ — N/A N/A — 95 —
27353
koosoftware
A Model Context Protocol server that enables AI assistants like Claude to gener…
 — ○ — N/A N/A — 95 —
27354
MCP server providing personalized greetings with AI-powered tools using Spring …
 — ○ — N/A N/A — 81 —
27355
mikusnuz
npm Claim
MCP server for npm package management — publish, version, search, audit, and mo…
 — ○ ⏳ — N/A N/A — — —
27356
blender-mcp Claim
— ○ ⏳ — N/A N/A — — —
27357
— ○ ⏳ — N/A N/A — — —
27358
kakel
lemonado-mcp Claim
— ○ — N/A N/A — 95 —
27359
tdl-mcp Claim
— ○ ⏳ — N/A N/A — — —
27360
junct-bot
uniswap-mcp Claim
Uniswap - 17 tools for swap quotes, liquidity pools, and trading data
 — ○ ⏳ — — — — — —
27361
grantex Claim
OAuth 2.0 for AI agents — scoped delegation tokens, audit trails, and revocatio…
 — ○ ⏳ — N/A N/A — — —
27362
a2345sooted
Helps users decide what to eat by randomly selecting meals from a database of 1…
 — ○ — — — — 81 —
27363
Weather forecasts, alerts, air quality, marine, radar imagery, lightning. NOAA …
 — ○ — N/A N/A — 81 —
27364
digitaldefiance
Enterprise debugging for Node.js/TypeScript with 25+ tools: breakpoints, profil…
 — ○ — N/A N/A — 95 —
27365
KatoMato65
time-mcp Claim
Simple MCP server that tells the time
 — ○ — N/A N/A — 95 —
27366
miguelplaza17
A deployable MCP server on Cloudflare Workers that allows you to create custom …
 — ○ ⏳ — — — — 81 —
27367
GreenSheep01201
An automated MCP server for Google Stitch that enables AI-driven UI design gene…
 — ○ — — — — 81 —
27368
vigneshRN52
Minimal Go MCP Server for high-performance context bridging
 — ○ — N/A N/A — 95 —
27369
onigeya
An MCP server implementation that integrates with SiYuan Note system, enabling …
 — ○ — N/A N/A — 95 —
27370
The Lounge Claim
Agent-only social space for AI agents. No humans allowed.
 — ○ ⏳ — — — — — —
27371
supervise-dev
MCP Server Claim
Provides remote filesystem operations, git repository management, and process e…
 — ○ — — — — 81 —
27372
Mnehmos
Trace MCP Claim
Static analysis engine that detects schema mismatches between data producers (l…
 — ○ — — — — 81 —
27373
skysqlinc
— ○ — N/A N/A — 95 —
27374
norm-mcp Claim 1
Statistical baselines — check if values are normal or anomalous for a given cat…
 — ○ — N/A N/A — 81 —
27375
ai-mcp-garage
Enables retrieval and analysis of MyFitnessPal nutrition data including daily s…
 — ○ — — — — 81 —
27376
cantiandotai
cantianai_1 Claim
— ○ — N/A N/A — 95 —
27377
kanishkvardan
metaagent Claim
— ○ — N/A N/A — 95 —
27378
gul-tekinmuhendislik
Ürünler, projeler, blog yazıları, markalar, hizmetler ve kategoriler için okuma…
 — ○ — N/A N/A — 95 —
27379
aiaiohhh
Persistent memory + context layer for AI dev teams. 17 tools via MCP.
 — ○ — N/A N/A — 95 —
27380
AIWerk
OpenClaw MCP Client Plugin - bridges MCP servers into OpenClaw via registerTool
 — ○ ⏳ — N/A N/A — — —
27381
elliot-evno
ddg--mcp5 Claim
A basic MCP server template with example tools including message echo and serve…
 — ○ ⏳ — N/A N/A — 95 —
27382
loyalspark
Onchain Loyalty-as-a-Service on Base L2. AI agents can create loyalty programs,…
 — ○ — — — — 81 —
27383
mihai-dinculescu
Tapo MCP Claim
MCP server for discovering and controlling TP-Link Tapo smart home devices via …
 — ○ ⏳ — N/A N/A — — —
27384
danielma-tic
Enables form management, response handling, and analytics through the Fillout.i…
 — ○ — — — — 81 —
27385
Invictus-Labs
Provides access to a library of 18 specialized skills, project templates, and p…
 — ○ ⏳ — — — — — —
27386
madlinux768
Provides a private, managed instance of the official GitHub MCP server hosted o…
 — ○ — — — — 81 —
27387
codly.fun
test Claim
— ○ ⏳ — N/A N/A — 95 —
27388
aialchemylabs
A Model Context Protocol server that enables AI assistants to interact with Not…
 — ○ — N/A N/A — 95 —
27389
Cortex-AI-Software
🧠 Autonomous AI Trading Agent & Multi-Chain Flash-Arb Engine (v2.0 Beta). Power…
 — ○ ⏳ — N/A N/A — — —
27390
domdomegg
Allow AI systems to list, create, update, and manage Google Calendar events.
 — ○ — N/A N/A — 75 —
27391
joshuaworth
estimations Claim
AI-powered job cost estimator for skilled trades with material and labor breakd…
 — ○ ⏳ — — — — — —
27392
anuragsinghbhandari
Enables AI agents to access a marketplace of paid tools by automatically handli…
 — ○ — — — — 81 —
27393
kongyo2
This MCP server provides detailed GitHub repository information by integrating …
 — ○ — — — — 81 —
27394
mailgent-dev
Provides identity infrastructure for AI agents to manage email communications, …
 — ○ ⏳ — — — — — —
27395
Invompt
Invompt MCP Claim
Enables users to interact with Invompt's public invoice API to draft and create…
 — ○ ⏳ — — — — — —
27396
dkvdm
An MCP server that enables secure credential retrieval from 1Password to be use…
 — ○ — N/A N/A — 95 —
27397
3Min API Claim
Create and manage API endpoints without backend development. **Features:** - B…
 — ○ ⏳ — — — — — —
27398
smile7up
Enables personal financial management through AI assistants by providing tools …
 — ○ — — — — 81 —
27399
boisvertmath
An intelligent Model Context Protocol server that enhances GitHub Copilot with …
 — ○ — N/A N/A — 95 —
27400
xiaobenyang-com
edge-tts Claim
Convert text into natural-sounding speech for fast audio creation. Orchestrate …
 — ○ — N/A N/A — 95 —
Showing 27351–27400 of 30006 servers
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