MCP Server Quality Scores

Independent quality analysis of 33790 public MCP servers

33790
Discovered
28875
Scored
2088
Verified
16951
Complete

Last updated 1 hour, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16551
lakyia
MCP Demo Claim 1
A FastMCP-based server providing tools for weather queries, random number gener…
F 25 55 50 25 25 80 96
16552
concavegit
Enables interaction with Apple's App Store Connect API through natural language…
F 25 55 96 67 52 76 100
16553
seanfenlon
Publish content to the web by emailing POST@abovo.co. No API key, no signup. SM…
F 25 66 66 66 0 34 80 92
16554
Avik-creator
Google Calendar MCP Claim 1
Enables programmatic management of Google Calendar events through natural langu…
F 25 55 54 27 22 76 95
16555
xiaobenyang-com
time-mcp Claim 1
Time MCP Server is a server implementation that provides time aware capabilitie…
F 25 66 72 63 0 50 74 36
16556
guillaumeboniface
fal-mcp Claim 2 3
An MCP server that integrates fal.ai's image generation and editing capabilitie…
F 25 66 57 41 0 30 77 85
16557
zw008
vmware-storage Claim 1
AI-powered VMware storage management for vSphere. Manage datastores, iSCSI targ…
F 25 54 70 0 67 89 99
16558
MemTensor
MemOS Claim 1 2
MemOS (Memory Operating System) is a memory management operating system designe…
F 25 54 84 68 N/A 49 89 85
16559
bio-mcp
bio-mcp-evo2 Claim 1 2
An MCP server that enables AI assistants to generate, score, and analyze DNA se…
F 25 55 85 75 22 76 97
16560
kvncampos
nautobot_mcp Claim 2
Nautobot Model Context Protocol (MCP) Server - Contains STDIO and HTTP Deployme…
F 25 64 94 67 0 77 87 95
16561
devsic
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
F 25 54 66 61 N/A 32 90 85
16562
hrs-asano
Claude MCP Trello Claim 1 3
A Model Context Protocol server that provides tools for interacting with Trello…
F 25 55 75 66 54 80 100
16563
preetrajdeo
autoapply-mcp Claim 1 2
AutoApply automates job applications using a real Playwright browser. Save your…
F 25 55 54 10 30 76 98
16564
runkids
PackageFlow Claim 1 2
A visual DevOps hub for npm scripts, Git, workflows, and deploy — controllable …
F 25 54 78 65 N/A 76 90 62
16565
agrathwohl
Carla MCP Server Claim 1 2
Enables complete control over the Carla audio plugin host through natural langu…
F 25 54 96 56 N/A 57 90 92
16566
snyk
agent-scan Claim 2 3
Security scanner for AI agents, MCP servers and agent skills.
F 25 54 90 36 N/A 81 80 95
16567
utkarshagar2121
KiteMCP Claim 1
A command-based MCP server that enables programmatic stock trading on Zerodha t…
F 25 54 76 47 N/A 28 82 100
16568
elijahdev0
mcp-runware Claim 1
Create high-quality images and videos fast from text or reference images. Perso…
F 25 66 84 10 0 27 80 83
16569
codescene-oss
codescene-mcp-server Claim 1 2
An MCP server that provides CodeScene Code Health analysis tools.
F 25 54 57 38 N/A 51 92 95
16570
geezerrrr
Exa MCP Server Claim 1
Enable AI assistants to perform web searches using Exa's powerful search API. G…
F 25 55 82 72 N/A 48 80 91
16571
agentward-ai
agentward Claim 1 2
Permission control plane for AI agents. MCP proxy that enforces least-privilege…
F 25 55 90 43 N/A 66 76 94
16572
deploya-labs
Supabase MCP Server Claim 1 2
Enables Cursor and Windsurf to safely interact with Supabase databases by provi…
F 25 55 94 73 52 76 97
16573
nocall-corp
A browser automation MCP server hosted on Vercel that enables AI agents to perf…
F 25 55 86 43 35 76 77
16574
markswendsen-code
Enables AI assistants to search for vehicles, manage reservations, and access E…
F 25 55 90 62 30 71 90
16575
dqhieu
Compresto MCP Claim 1 2
A Model Context Protocol server that provides AI assistants with real-time data…
F 25 55 77 25 43 82 99
16576
InsForge
InsForge Claim 2 3
MCP server for InsForge BaaS — database, storage, edge functions, and deploymen…
F 25 66 51 10 0 63 67 93
16577
maderwin
pinchtab-mcp Claim 1
Control Chrome via accessibility tree snapshots through PinchTab. Zero-config b…
F 25 54 88 58 N/A 89 87 99
16578
Selenium39
Weibo MCP Server Claim 1 2
A Model Context Protocol server for scraping Weibo that provides tools to searc…
F 25 55 37 62 N/A 31 78 89
16579
markswendsen-code
Teladoc MCP Server Claim 1 2
Enables AI agents to interact with the Teladoc telehealth platform to search fo…
F 25 55 90 65 30 69 97
16580
gabriellangon
Nemo Claim 2 3
An MCP server that enables users to transform AI conversations into a structure…
F 25 66 69 62 0 40 81 97
16581
Aderix
vantagate-mcp-server Claim 1 2
VantaGate MCP Server & OpenAPI integration - Human-in-the-Loop for AI Agents
F 25 54 90 77 N/A 51 81 93
16582
ebaenamar
Connects LLMs to Wikidata's structured knowledge base using a hybrid architectu…
F 25 66 60 27 0 26 74 92
16583
quentintou
Agent Board Claim 1
A task orchestration system for AI agent teams that provides a Kanban dashboard…
F 25 55 72 67 54 80 99
16584
TSavo
Unity-MCP Claim 1
A bridge between Unity and AI assistants that enables AI to interact with Unity…
F 25 55 90 58 44 76 73
16585
datgfg
Datadog MCP Server Claim 1 2
Enables interaction with Datadog's monitoring and observability platform throug…
F 25 55 72 71 49 80 98
16586
meshpop
wire Claim 1
WireGuard mesh VPN management MCP — configure peers, manage tunnels, monitor co…
F 25 54 90 63 N/A 47 87 99
16587
raihan0824
MCP Fooocus API Claim 2 4
Provides text-to-image generation capabilities through the Fooocus Stable Diffu…
F 25 55 78 68 49 76 89
16588
dynatrace-oss
dynatrace-mcp Claim 2
Leverage AI-driven observability, security, and automation to analyze anomalies…
F 25 55 86 70 98 77 82
16589
albertnahas
icogenie-mcp Claim 1
AI-powered SVG icon generation MCP server. Generate production-ready SVG icons …
F 25 55 82 71 70 80 92
16590
moonbirdai
Mixpanel MCP Server Claim 1 3
A Model Context Protocol server that enables AI assistants like Claude to inter…
F 25 55 81 65 40 80 90
16591
easingthemes
moltbook-mcp Claim 1 2
Moltbook MCP server: post, comment, upvote, DMs, communities. API key auth.
F 25 55 78 82 N/A 64 77 90
16592
Bumblebiber
Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loade…
F 25 54 72 71 N/A 67 88 86
16593
b3nw
A Model Context Protocol server that enables AI assistants to perform web autom…
F 25 55 65 62 27 80 100
16594
nuxt-modules
mcp-toolkit Claim 1
Create MCP servers directly in your Nuxt application. Define tools, resources, …
F 25 66 94 66 0 83 82 91
16595
devakone
MySQL Query MCP Server Claim 1 3
A Model Context Protocol server that provides read-only MySQL database queries …
F 25 55 85 100 71 80 35
16596
jagmarques
asqav-mcp Claim 1
AI agent governance MCP server with policy enforcement, quantum-safe audit trai…
F 25 54 66 0 N/A 62 90 98
16597
ChrBoebel
Optical Context MCP Claim 1 2
Compress OCR-heavy PDFs into dense packed images so agents can work with long v…
F 25 55 72 82 N/A 68 90 37
16598
mharnett
linkedin-ads Claim 1 3
MCP server for LinkedIn Campaign Manager — campaigns, creatives, and analytics
F 25 54 63 71 N/A 50 71 99
16599
Akira-Papa
macOS GUI Control MCP Claim 1 2
Enables comprehensive control over macOS GUI elements including mouse, keyboard…
F 25 54 72 57 N/A 28 87 98
16600
detailobsessed
codereviewbuddy Claim 1 2
MCP server that helps AI coding agents interact with AI code reviewers on GitHu…
F 25 54 96 71 N/A 88 90 86
Showing 16551–16600 of 33790 servers
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