MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
26501
tdl-mcp Claim
N/A N/A
26502
junct-bot
uniswap-mcp Claim
Uniswap - 17 tools for swap quotes, liquidity pools, and trading data
26503
grantex Claim
OAuth 2.0 for AI agents — scoped delegation tokens, audit trails, and revocatio…
N/A N/A
26504
a2345sooted
Helps users decide what to eat by randomly selecting meals from a database of 1…
81
26505
Weather forecasts, alerts, air quality, marine, radar imagery, lightning. NOAA …
N/A N/A 81
26506
digitaldefiance
Enterprise debugging for Node.js/TypeScript with 25+ tools: breakpoints, profil…
N/A N/A 95
26507
KatoMato65
time-mcp Claim
Simple MCP server that tells the time
N/A N/A 95
26508
miguelplaza17
A deployable MCP server on Cloudflare Workers that allows you to create custom …
81
26509
GreenSheep01201
An automated MCP server for Google Stitch that enables AI-driven UI design gene…
81
26510
vigneshRN52
Minimal Go MCP Server for high-performance context bridging
N/A N/A 95
26511
onigeya
An MCP server implementation that integrates with SiYuan Note system, enabling …
N/A N/A 95
26512
The Lounge Claim
Agent-only social space for AI agents. No humans allowed.
26513
supervise-dev
MCP Server Claim
Provides remote filesystem operations, git repository management, and process e…
81
26514
Mnehmos
Trace MCP Claim
Static analysis engine that detects schema mismatches between data producers (l…
81
26515 N/A N/A 95
26516
norm-mcp Claim 1
Statistical baselines — check if values are normal or anomalous for a given cat…
N/A N/A 81
26517
ai-mcp-garage
Enables retrieval and analysis of MyFitnessPal nutrition data including daily s…
81
26518
cantiandotai
cantianai_1 Claim
N/A N/A 95
26519
kanishkvardan
metaagent Claim
N/A N/A 95
26520
gul-tekinmuhendislik
Ürünler, projeler, blog yazıları, markalar, hizmetler ve kategoriler için okuma…
N/A N/A 95
26521
aiaiohhh
Persistent memory + context layer for AI dev teams. 17 tools via MCP.
N/A N/A 95
26522
AIWerk
OpenClaw MCP Client Plugin - bridges MCP servers into OpenClaw via registerTool
N/A N/A
26523
elliot-evno
ddg--mcp5 Claim
A basic MCP server template with example tools including message echo and serve…
N/A N/A 95
26524
loyalspark
Onchain Loyalty-as-a-Service on Base L2. AI agents can create loyalty programs,…
81
26525
mihai-dinculescu
Tapo MCP Claim
MCP server for discovering and controlling TP-Link Tapo smart home devices via …
N/A N/A
26526
danielma-tic
Enables form management, response handling, and analytics through the Fillout.i…
81
26527
Invictus-Labs
Provides access to a library of 18 specialized skills, project templates, and p…
26528
madlinux768
Provides a private, managed instance of the official GitHub MCP server hosted o…
81
26529
codly.fun
test Claim
N/A N/A 95
26530
aialchemylabs
A Model Context Protocol server that enables AI assistants to interact with Not…
N/A N/A 95
26531
Cortex-AI-Software
🧠 Autonomous AI Trading Agent & Multi-Chain Flash-Arb Engine (v2.0 Beta). Power…
N/A N/A
26532
domdomegg
Allow AI systems to list, create, update, and manage Google Calendar events.
N/A N/A 75
26533
joshuaworth
estimations Claim
AI-powered job cost estimator for skilled trades with material and labor breakd…
26534
anuragsinghbhandari
Enables AI agents to access a marketplace of paid tools by automatically handli…
81
26535
kongyo2
This MCP server provides detailed GitHub repository information by integrating …
81
26536
mailgent-dev
Provides identity infrastructure for AI agents to manage email communications, …
26537
Invompt
Invompt MCP Claim
Enables users to interact with Invompt's public invoice API to draft and create…
26538
dkvdm
An MCP server that enables secure credential retrieval from 1Password to be use…
N/A N/A 95
26539
3Min API Claim
Create and manage API endpoints without backend development. **Features:** - B…
26540
smile7up
Enables personal financial management through AI assistants by providing tools …
81
26541
boisvertmath
An intelligent Model Context Protocol server that enhances GitHub Copilot with …
N/A N/A 95
26542
xiaobenyang-com
edge-tts Claim
Convert text into natural-sounding speech for fast audio creation. Orchestrate …
N/A N/A 95
26543
IAGeneration
Swagger MCP Claim
Dynamically generates MCP tools from Swagger/OpenAPI specifications by extracti…
81
26544
lekt9
Transform your HAR network requests into usable tools for MCPs
N/A N/A 95
26545
Manage WhatsApp Business templates and send messages via Meta Cloud API
N/A N/A
26546 N/A N/A 95
26547
null
Canvas Claim
Canvas MCP is a collection of Canvas LMS tools for the model context protocol. …
81
26548
OSoliman330
Enables users to manage data in a simple JSON file database through MCP tools a…
81
26549
SandboxAPI Claim
Execute code in 8 languages (Python, JS, TS, Go, Java, C++, C, Bash) in gVisor …
26550
pipeworx-io
airports Claim
Airports MCP — wraps AirportGap API (free, no auth required)
Showing 26501–26550 of 30006 servers
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