MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
29551
rabqatab
Enables searching and retrieving Korean legal information including laws, court…
N/A N/A 95
29552
xiaobenyang-com
mbit-test Claim
N/A N/A 95
29553
Auxin-io
NYC Friend Claim
Get friendly, local answers to your New York City questions. Ask about neighbor…
N/A N/A 95
29554
Umoren
Automatically classify and triage GitHub issues using AI to apply labels, post …
N/A N/A 95
29555
2shin0
yt-mcp Claim
N/A N/A 95
29556
MCP-Mirror
Enables MCP host applications to retrieve and process structured documentation …
81
29557
Whale0928
Enables automatic creation and management of weekly work reports in Korean thro…
N/A N/A 95
29558
lang-ai
A Model Context Protocol server that analyzes customer cancellation survey data…
81
29559
MCP-Mirror
Enables AI assistants to interact with Reddit by searching subreddits, retrievi…
81
29560
zueai
A lightweight MCP server allowing agents to interact with the WorkOS API for st…
81
29561
tsxcorp
Enables interaction with NocoBase CRM platforms via the FlowModels API for mana…
81
29562
Health professional shortage areas and community health centers
67
29563
InfoseekAI
Find the lowest direct and 3P price for your hotel.
81
29564 N/A N/A 95
29565
FO Semantic MCP Claim 1
Semantic search over 50,000+ Dynamics 365 F&O artifacts: tables, forms, classes…
N/A N/A 81
29566
fntyler
test3 Claim
N/A N/A 95
29567
jclee7295
test11 Claim
N/A N/A 95
29568
spajjuri.pro
vsfclubnew4 Claim
N/A N/A 95
29569
nozh74
mp Claim
N/A N/A 95
29570
soup
mcp-server Claim
N/A N/A 95
29571
purlieu-studios
Analyzes Godot game projects to enforce ECS architecture patterns, automaticall…
N/A N/A 95
29572
intruder-io
test Claim
N/A N/A 95
29573
gio.fagherazzi
n8nlibrechat Claim
N/A N/A 95
29574
johnneerdael
netskope-mcp Claim
An MCP to give access to all Netskope Private Access components within a Netsko…
81
29575
merciless-artist
else_when Claim
N/A N/A 95
29576
IAMSamuelRodda
Enables comprehensive Gmail management with 17 tools for searching, sending, an…
81
29577 N/A N/A 95
29578
yoelbassin
gnuradioMCP Claim 1
An MCP server for GNU Radio that enables LLMs to autonomously create and modify…
N/A N/A 95
29579
sergiolopez94
Bridges Motion's AI-powered calendar and task management API with LLMs via the …
81
29580
TrackerXXX23
Persistent development memory server that automatically captures and organizes …
N/A N/A 95
29581
vettly Claim 1
Content moderation for AI applications. Moderate text, images, and video with c…
N/A N/A 81
29582
granola-search Claim 1
Search Granola meeting notes by attendees, dates, content, and workspaces.
N/A N/A 81
29583
zzp203268
lark Claim
N/A N/A 95
29584
gmanso
hw3-nanda Claim
N/A N/A 95
29585 N/A N/A 95
29586
Evaluates UI designs for WCAG accessibility issues automated scanners miss. Pai…
67
29587
tolenonetwork
Toleno Network MCP Server — Manage your Toleno mining account with Claude AI us…
N/A N/A 83
29588
robford-brookai
Enables comprehensive management of DuploCloud infrastructure, including tenant…
81
29589
wspotter
Enables semantic search across multiple knowledge datasets using FAISS vector e…
N/A N/A 95
29590
damianlevy1987-prog
test Claim
N/A N/A 95
29591 N/A N/A 95
29592
pengpongpang
An implementation that connects to locally running Anki, enabling card review a…
N/A N/A 95
29593
dravidsajinraj-iex
Provide a scaffold framework to build MCP servers efficiently. Enable rapid dev…
N/A N/A 95
29594 N/A N/A 95
29595
ArsenalPAC
Enable AI assistants to manage broadcast messaging, email campaigns, and contac…
N/A N/A 95
29596
brendan-ch
Enables interaction with Canvas LMS courses and assignments directly from your …
81
29597
pabloweyne
Enables interaction with WhatsApp through the Uazapi API, allowing users to sen…
81
29598
Auxin-io
A simple boilerplate MCP server that provides a basic greeting tool for demonst…
81
29599
MCP-Mirror
Integrates Shaka Packager with Claude to enable video analysis, transcoding, an…
N/A N/A 95
29600
brnbco
Hello Claim
Send a friendly greeting to any name. Use it for quick sanity checks and onboar…
N/A N/A 95
Showing 29551–29600 of 30006 servers
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