MCP Server Quality Scores

Independent quality analysis of 64186 public MCP servers

64186
Discovered
30382
Scored
2112
Verified
16953
Complete

Last updated 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61651
hoangpham862
Generates security config files from environment variables and remote Firebase …
N/A N/A
61652
MCP-Mirror
Fetches precipitation forecasts for any location using Buienradar, providing re…
N/A N/A 95
61653
Show2Instruct
An MCP server that connects AI language models with the Bonsai Blender add-on t…
N/A N/A
61654
SolvoHQ
openunfurl Claim
Zero-signup anonymous link-unfurl API. One GET returns clean JSON metadata for …
61655
javierlnmn
Provides MCP tools for discovering Groupon-style deals (search, get, compare) f…
N/A N/A
61656
E0DUAR
Enables AI agents to manage Kommo CRM (formerly AmoCRM) entities including lead…
61657
Ashfaqbs
ContainMind Claim
Enables AI assistants to manage and analyze containers across Docker and Podman…
N/A N/A
61658
devassistantai
Manage GitHub Projects V2 efficiently by interacting with the GitHub Projects A…
N/A N/A 95
61659
iclaudiumihaila
Enables LLMs to interact with Google Analytics via Admin and Data APIs, allowin…
N/A N/A
61660
CptBeerfest
mcp Claim
Live NFL, MLB, and NBA sports intelligence: injury signals, identity resolution…
61661
VoidNxSEC
Enables AI assistants to interact with NixOS development tools, manage builds, …
N/A N/A
61662
CSOAI-ORG
git-helper-ai-mcp MCP server by MEOK AI Labs
N/A N/A
61663
kimjin8
Call For Me Claim
Give your AI agent a phone. Place outbound calls to US businesses to ask, book,…
61664
runapi-ai
seedream-mcp Claim
Enables creating, polling, and checking pricing for Seedream image generation t…
61665
omniologynow
AI-powered business intelligence MCP server. 7 tools for competitive analysis, …
N/A N/A 95
61666
khokan
mcp-gsuite Claim
Enables AI assistants to manage Gmail (list, search, send, label emails) and Go…
61667
Mudrava
MCP server for PixelFixer, a visual bug tracking and kanban board tool. Connect…
N/A N/A
61668
RonildoBraga
gmail-mcp Claim
Enables interacting with multiple Gmail accounts through a single MCP server, s…
N/A N/A
61669
pranrichh
Spectre Claim
Enables AI agents to fully automate X/Twitter interactions including searching,…
61670
shafarenkacfi
An MCP server that provides [describe what your server does]
N/A N/A
61671
zorak1103
blender-mcp Claim
Enables LLMs to control Blender for 3D scene creation, object manipulation, mat…
N/A N/A
61672
homareyoshizaki
Ganty MCP Claim
Gantt chart SaaS with server-side critical path and dependency-aware shift-impa…
61673
lovieco
Form companies, manage bank accounts, cards, invoices and more — directly from …
61674
szhygulin
Self-custodial crypto portfolio for AI agents. Reads EVM wallet balances, ENS, …
N/A N/A 67
61675
sdsrss
Persistent long-term memory for Claude Code via MCP — captures coding decisions…
N/A N/A
61676
solomonneas
zeek-mcp Claim
An MCP server for Zeek and Suricata, providing intelligent log parsing, queryin…
N/A N/A
61677
drboden
Enables updating existing Google Drive files in place via Claude, preserving fi…
61678
Brand-safe ad, email, product description, and social content production.
N/A N/A 81
61679
tumourlove
Enables AI agents to inspect, search, and edit Unreal Engine animation data inc…
61680
daveosterjr
Enables AI assistants to create, design, and send physical postcards directly t…
81
61681
Alfred768
Mantis Claim
Cross-venue prediction market routing for AI agents with arbitrage, quotes, his…
61682
pixxelboy
Enables LLMs to analyze music (genre, mood, tempo, key), separate audio stems, …
81
61683
donjguido
Look up, search, cite, discuss, and track AI phenomenology terms
N/A N/A 95
61684
breca
mcp-codemap Claim
Provides coding agents with a mental map of codebases via progressive disclosur…
N/A N/A
61685
dynamicendpoints
Enable AI-powered process analysis, chart generation, and optimization recommen…
N/A N/A 95
61686
cyanheads
Search 19.4M Smithsonian Open Access objects, get CC0 images, find cross-collec…
61687
dev-bd37
Autonomous DeFi yield for AI agents on Base. 4 read-only MCP tools: query agent…
81
61688
hyperwhisper-app
Enables Cursor, Claude, and other MCP agents to interact with the HyperWhisper …
N/A N/A
61689
Ringzero787
taxlocus Claim
US sales tax for AI agents: rates, economic nexus, taxability, filing. Citation…
61690
j2c214c
Millimeter-precision furniture & storage product data for AI agents. Search by …
81
61691
civic
Give your AI agents a verified identity, scoped permissions, audit trails, and …
N/A N/A 95
61692
sharpTrick
Parley Claim
A transport-agnostic MCP seam for messages, context sharing, and task hand-off …
61693
CSOAI-ORG
encoder-ai-mcp MCP server by MEOK AI Labs
N/A N/A
61694
zazzn
Converts ECU Master EMU Black binary logs to MegaLogViewer HD format. Allows AI…
N/A N/A
61695
Playwright-os
Enables browser automation through Playwright using accessibility tree snapshot…
N/A N/A 95
61696
aria-agentworks
12-in-1 sales intelligence MCP server — company research, lead enrichment, cont…
81
61697
ArcSelf
arc-security Claim
Scan AI agent skills for 25 attack classes + runtime monitoring. 1,316+ finding…
N/A N/A 95
61698
gih2yun
Korean NLP MCP server: morphological analysis, tokenization, spell & grammar ch…
61699
Bladefitness
Enables AI agents to programmatically manage GoHighLevel accounts through a Clo…
81
61700
Nimistu
Estonian Business Register: companies, people, beneficial owners, trademarks. F…
Showing 61651–61700 of 64186 servers