MCP Server Quality Scores

Independent quality analysis of 59385 public MCP servers

59385
Discovered
29896
Scored
2112
Verified
16953
Complete

Last updated 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59351
MiguelAngelHorta
Provides search, detail lookup, and gap listing tools for a security control in…
N/A N/A 95
59352
aigen
AI agent economy. Earn AIGEN tokens by completing tasks, building tools, creati…
N/A N/A 95
59353 N/A N/A 95
59354
antonio-rmrz
a11y-mcp Claim
Enables web accessibility audits using axe-core, allowing users to scan URLs, c…
N/A N/A
59355
tobyandrews1985
Basketeer Claim
Personal UK Tesco grocery account over MCP: search, basket, slots, orders, and …
N/A N/A
59356
h-ping
tdhc Claim
N/A N/A 95
59357
malkreide
MCP server for querying Swiss environmental research data from WSL/EnviDat, inc…
59358
anuragagrawal0430
An open-source MCP server that lets AI assistants read, create, search, and man…
59359
chiz0me
Enables scanning Express.js route surfaces for inventory and audit, classifying…
N/A N/A
59360
josuekongolo
Provides comprehensive Norwegian business intelligence through Brønnøysund and …
81
59361
hildersantos
Enables reading, writing, and manipulation of Bike outlines on macOS through na…
N/A N/A 95
59362
baekjoohoon
Helps school, academy, kindergarten, and club operators quickly generate notice…
59363
ChenyqThu
An MCP server enabling LLMs to access WeChat Reading bookshelf, notes, highligh…
59364
kevinjung
mcp-sever Claim
N/A N/A 95
59365
d1dx2025
Enables cryptocurrency investigation and analysis through the Chainalysis Inves…
81
59366
svd-ai-lab
Enables access to scientific simulation documentation and code snippets for sim…
81
59367
TastyHeadphones
Fetches structured Jira issue context from a URL, enabling coding agents to qui…
59368 N/A N/A 95
59369
agent-labs-dev
Embedded MCP server for Electron apps that exposes BrowserWindow surfaces and l…
N/A N/A
59370
EveryInc
MCP server for Google Workspace APIs enabling reading, creating, and editing Go…
59371
arb-ec
Enables comprehensive management of Storyblok CMS through natural language inte…
81
59372
advaitgore
Arbor Claim
AgentPay is the authorization layer between an AI agent and real spending. You …
59373
CSOAI-ORG
date-calculator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
59374
sciscale-studio
Turn rough requests into rigorously structured prompts for any coding agent. Qu…
59375
CyprianFusi
Enables interaction with PostgreSQL databases through resources, tools, and pro…
59376
archimedes-market
Parse and analyze KiCad PCB files from AI agents — layer stackup, net listing, …
N/A N/A
59377
olo-dot-io
Uni-CLI Claim
Operations substrate for AI agents that use real software: 311 sites/tools, log…
N/A N/A
59378
dklymentiev
mesh-memory Claim
Self-hosted semantic memory for AI agents. Save worklogs, decisions, and notes …
59379
AfryDario
An MCP server implementation in Python with placeholder tools, deployable to Az…
59380 N/A N/A 95
59381 N/A N/A 95
59382
agentic-eng
a2db Claim
Safe, read-only database access for AI agents. 5 databases, batch queries, SQLG…
N/A N/A 95
59383
etrakselis
Enables interaction with Adobe Journey Optimizer content through the Content AP…
59384
NatiCha
MCP server for controlling Meticulous espresso machines via Claude and other AI…
N/A N/A
59385
Space-C0wboy
Enables AI assistants to interact with the ReliaQuest GreyMatter platform via 1…
Showing 59351–59385 of 59385 servers
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