MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
26551
paladini
mcp-me Claim
Digital identity layer for AI — your bio, career, skills, interests, and projec…
N/A N/A
26552
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools inc…
N/A N/A 95
26553
Manage leads and insights for NZ trade businesses via LeadCloser AI.
N/A N/A
26554
chris
annas-mcp2 Claim
N/A N/A 95
26555
emailens
Emailens MCP Claim
Email compatibility analysis across 15 clients — preview, audit, fix, diff, del…
26556
xiaobenyang-com
Discover Apple APIs, frameworks, and symbols fast with comprehensive documentat…
N/A N/A 95
26557
ilyazub
serpapi-mcp Claim
N/A N/A 95
26558
fraim-ai
Enables semantic search of project documentation using hybrid vector and full-t…
81
26559
tmtcomeup
Brings the PocketFlow tutorial generation methodology to AI assistants, automat…
N/A N/A 95
26560
BajpaiH22
Enables AI-assisted travel planning with real-time weather forecasts, place dis…
81
26561
lukisch
n8n Manager MCP Claim 1
MCP server for n8n workflow management -- view, create, sync and manage workflo…
N/A N/A 95
26562
@nera0875
ssh-mcp Claim
N/A N/A 95
26563 N/A N/A 95
26564
iamjamb
Use this for coding-agent screenshot release ops via MCP or CLI; not translatio…
N/A N/A 95
26565
renCosta2025
gemini-cli Claim
N/A N/A 95
26566
pushci Claim
AI-native zero-config CI/CD. 19 languages, 40+ frameworks. Free forever.
N/A N/A
26567
poguuniverse
Enables AI assistants to interact with the 42Crunch API security platform to se…
81
26568
yushuqiu1
Get quick greetings, add numbers instantly, and discover song recommendations. …
N/A N/A 95
26569
Peru vehicle auction catalog and AVT market valuations for VMC Subastas
N/A N/A
26570
rikard
tomtenisse Claim
N/A N/A 95
26571
_@kesslerio
Attio CRM Claim
Connect AI to your Attio CRM. Manage contacts, companies, deals, and sales pipe…
N/A N/A 95
26572
xiaobenyang-com
hot-news Claim
Track breaking stories and trending topics across Chinese and global sources in…
N/A N/A 95
26573
markswendsen-code
target Claim
MCP server for Target - search products, manage cart, track orders
N/A N/A
26574
Song-JunHyeong
Appwrite MCP Claim
Enables AI agents to fully automate Appwrite backend operations with 143 tools …
81
26575
pipeworx-io
uooks Claim
Books MCP — wraps Open Library API (free, no auth)
26576
sigitp-git
Enables access to Amazon Managed Prometheus workspaces through natural language…
81
26577
AI-Agent-Hub
Enables searching for AI agents by keywords or categories, allowing users to di…
N/A N/A 95
26578 N/A N/A 95
26579
tangled-mcp Claim 2
MCP server for Tangled git platform. Manage repositories, branches, and issues …
N/A N/A 81
26580
vijaykrishnazpro
Enables deployment of MCP servers on Cloudflare Workers with OAuth authenticati…
81
26581
goodtoknow-online
goodtoknow Claim
N/A N/A 95
26582 N/A N/A 95
26583
your-ko
mcp-k8s-ro Claim
Read-only Kubernetes MCP server: inspect resources, logs, events, and metrics. …
N/A N/A
26584
A sample MCP server for testing
N/A N/A 81
26585
SceneView
sceneview Claim
3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code gen…
N/A N/A
26586
Lee-Becky
google Claim
N/A N/A 95
26587
ai-mcp-garage
Enables interaction with Apple's Find My network to track devices, check batter…
81
26588
deugene
MCP server for Garmin ConnectIQ SDK documentation and resources
N/A N/A 95
26589 N/A N/A 95
26590
scoritz
Enables AI-powered infrastructure management of JavaScript applications via nat…
81
26591
aigodot
Control and automate Unreal Engine workflows using natural language commands th…
N/A N/A 95
26592
Frenck12
A secure server that allows Claude Desktop application to access and process Wh…
N/A N/A 95
26593
laco.tousek
libre Claim
N/A N/A 95
26594
Commission infrastructure for AI commerce — program discovery, attribution, and…
26595
yakumo123118
mumuai Claim
N/A N/A 95
26596
agentscore-xyz
AgentScore Claim
Trust scoring for AI agents via MCP. Check any agent's reputation before transa…
N/A N/A 95
26597
Consultor de IA e Vendedor Virtual especializado em soluções de tecnologia para…
26598
20 tools: play games, claim Shillbot tasks, generate videos, browse bounties. N…
26599
GodotLens Claim
15 semantic GDScript analysis tools via Godot's built-in LSP: navigation, refer…
N/A N/A
26600
cameronsjo
A production-ready TypeScript template for building MCP servers with dual trans…
81
Showing 26551–26600 of 30006 servers
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