MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39301
keshav-k3
webhook-mcp Claim
A Bun-based MCP server that sends POST requests to webhooks, supporting Discord…
39302
Airport-Lounge-List
Search 8,500+ airport lounges and check access by card or membership.
39303
shunshiai2026-s9as
Bazi (Four Pillars / 四柱推命 / 사주팔자) charting MCP server with true solar time corr…
81
39304
mdwells
Search current remote / work-from-home jobs by category, region, perk, or compa…
39305
Backtest360
Backtest360 Claim
MCP server exposing the Backtest360 engine API as tools for AI agents.
39306
nexgendata-apify
Five independent news sources (AP, BBC, NPR, Hacker News, Google News) behind o…
81
39307
BlondeDevRules
g-guest Claim
Book a table, appointment or class at a real local business. Instant confirmati…
39308
eikaramba
Provides AI assistants with powerful, detection-resistant browser automation ca…
N/A N/A
39309
seb-8pd6
vistoya Claim
The Vistoya MCP server gives AI agents direct access to a curated, multi-brand …
81
39310
bg4ff8mtdn-dotcom
An MCP server that enforces explicit task ownership acceptance and requires a p…
39311
nguyenanhducdeveloper86
Enables discovery of Fabric/Power BI workspaces and semantic models, execution …
N/A N/A
39312
bestimmaa
roon-mcp Claim
MCP server to control the Roon music player, enabling AI agents to search music…
N/A N/A
39313
akashrajpurohit
catchintent Claim
N/A N/A 95
39314
OPTIMETA
PAIDEIA MCP Claim
Enables using PAIDEIA's local course management and action tools with Alt's loc…
N/A N/A 95
39315
helmi75
A read-only MCP server that enables LLMs to safely explore and query any SQLite…
N/A N/A 95
39316
bch1212
bizintel Claim
Local business intel for AI agents: audits, lead scoring, tech stack, prospecti…
39317
Massed-Compute
mcp Claim
Massed Compute MCP — browse GPU inventory, launch and manage VMs, audit billing.
39318
kazumah1
Smithery Claim
Enable seamless integration of AI agents with external data sources and tools t…
N/A N/A 95
39319
andrii-su
datoon Claim
Smart structured-data to TOON gateway: converts to TOON only when it saves LLM …
N/A N/A
39320
persi123
Enables AI agents to understand web page structure and content through structur…
N/A N/A
39321
camposdelima
A unified MCP server for Google Workspace APIs providing tools for Chat, Gmail,…
N/A N/A
39322
MrCartographer
Human-curated crypto signals, altcoin analysis, and airdrop alpha. x402 payment…
N/A N/A 95
39323
cyanheads
Find EV charging stations, detail, and reliability check-ins via the global Ope…
39324
LightningBerk
Enables Wave invoicing operations including listing invoices, retrieving detail…
N/A N/A
39325
knowledge-bridge-labs
Provides a unified MCP/A2A endpoint that fans out to multiple LLMWiki Knowledge…
N/A N/A
39326
Faxtom
MCP server for querying Google NotebookLM notebooks, enabling AI assistants to …
N/A N/A
39327
CSOAI-ORG
habit-tracker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
39328
victorqnguyen
Enables users to search and read Esri developer documentation, ArcGIS Pro help,…
81
39329
Shravan44s
Automates task execution from Notion across GitHub, Instagram, VS Code, and Tel…
39330
miketwalker
TubePull Claim
Download YouTube videos as MP3/M4A/MP4 from any MCP-compatible AI assistant. Fr…
39331
soil-dev
capsulemcp Claim
MCP server for [Capsule CRM](https://capsulecrm.com). 81 tools (49 in read-only…
39332
nechamiToledano
Enables fetching weather forecasts for Israeli cities by controlling a headless…
N/A N/A
39333
pipeworx-io
Enables AI agents to browse and read curated software-development feeds, fetch …
39334
ChniaPxs
Enables file operations (PDF, Office, images, archives, media) through natural …
N/A N/A
39335
dimitrovakulenko
Read-only MCP server for inspecting AutoCAD DWG files
N/A N/A
39336
edwin45168899
weather Claim
Enables Claude to fetch real-time weather data for any city using the OpenWeath…
N/A N/A
39337
fl0w1nd
repomap-mcp Claim
An MCP server that generates ranked, token-budgeted code structure maps using T…
N/A N/A
39338
croakingtoad
Automates Cole Medin's context engineering methodology to generate high-quality…
N/A N/A
39339
sumitchatterjee13
Enables AI assistants to generate images using ComfyUI by exposing tools for im…
N/A N/A
39340
alpabon73
Provides AI agents with comprehensive contact relationship management (CRM) cap…
39341
titi0001
retail-mcp Claim
Connects AI clients to retail customer, inventory, sales, order, and support ca…
39342
danbones33
clawcast Claim
AI rap songs about today's headlines in any rapper's style. Free trial + x402 p…
N/A N/A 95
39343
geraservicesuk
mcp-gerafarm Claim
Buy produce from farmers, list crops, access market prices. 50+ countries.
N/A N/A 95
39344
loyalspark
Onchain Loyalty-as-a-Service on Base L2. AI agents can create loyalty programs,…
81
39345
charlacsina
OpenAEO Claim
Asks 8 AI crawlers for your page, checks who really answered, and writes the fi…
N/A N/A
39346
Vee3io
Vee3 Claim
Hosted MCP with 91 agent tools: X, domains, SEO, Maps, Trends, Search, YouTube,…
39347
ilovevideoeditor
mcp-server Claim
Render videos from VideoJSON + 249+ templates via the iLoveVideoEditor API
N/A N/A
39348
Gemus-AI
Gemus Claim
Node-based AI design workflows on the Gemus canvas: generate images, video, 3D,…
39349
canopy-api
Canopy API Claim
Amazon product API & MCP server: search, prices, reviews, sellers, deals, and A…
39350
sebastianfoerste
eu-reg-mcp Claim
An MCP server that gives AI agents cited, review-gated grounding in EU regulati…
Showing 39301–39350 of 66549 servers
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