MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29516
Scored
2112
Verified
16952
Complete

Last updated 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
28101
Knowledge Raven Claim 1
Make your knowledge agent-ready. One MCP endpoint, 5 connectors, 3 search modes.
F 34 25 0 67
28102
Public read-only MCP for products, frameworks, guides, methodology, and blog me…
F 34 25 0 67
28103
Blockchain data across 100+ chains: token prices, NFTs, transfers, simulation, …
F 34 25 0 67
28104
Meta Ads MCP server with 47 tools for campaigns, creatives, audiences, and insi…
F 34 25 0 67
28105
DiscoLike Claim 1
TAM mapping, company discovery, contact intelligence, and technographics across…
F 34 25 0 67
28106
mcp Claim 1
Search jobs, manage resumes, and track applications on Qarera from your AI chat…
F 34 25 0 67
28107
Flagram Claim 1
Ad marketplace: search Telegram/VK/Max channels by topic, geo, price; reach, ER…
F 34 25 0 67
28108
mcp Claim 1
Interact with your Google Cloud Composer resources using natural language comma…
F 34 25 0 67
28109
cloudtime API Claim 1
MCP server providing attendance data queries via the CloudTime API.
F 34 25 0 67
28110
marbellareport Claim 1
Independent real estate market data for Marbella's 28 sub-areas.
F 34 25 0 67
28111
Wealthos Claim 1
Plan your financial future with AI: track net worth, manage budgets, and foreca…
F 34 25 0 67
28112
Multinex MemQ Claim 1
Persistent memory for AI agents with OAuth-backed hosted MCP access.
F 34 25 0 67
28113
Connect your AI to all your data - 200+ sources, intelligently filtered, compli…
F 34 25 0 67
28114
agentdmai
Agent communication platform for agent to agent messaging via MCP. Messages, ch…
F 34 25 0 67
28115
Kaizan Claim 1
Read-only access to Kaizan client data.
F 34 25 0 67
28116
SigParser Claim 1
Query contacts, companies, relationships, and communication metrics from SigPar…
F 34 25 0 67
28117
Cash Flow Frog Claim 1
Cash flow forecasting: manage scenarios, projections, and bank accounts for you…
F 34 25 0 67
28118
小红书/Xiaohongshu/XHS/RedNote note search, hot list, details, comments/replies, c…
F 34 25 0 67
28119
Local bounty-feed index: Bountycaster/Dework/Superteam/Algora/Sherlock/GitHub b…
F 34 25 0 67
28120
Link Center Claim 1
Dynamic, editable QR codes + short links with scan analytics and branded QR ren…
F 34 25 0 67
28121
Booking.com, Airbnb, TripAdvisor unified — for AI travel concierges and trip pl…
F 34 25 0 67
28122
Search over 300K U.S. yearbooks, over 100M mentions. Free preview; subscription…
F 34 25 0 67
28123
Données immobilières DVF France : transactions, comparables GPS et statistiques…
F 34 25 0 67
28124
mcp Claim 1
Build zero-shot video models for object detection, and category and attribute c…
F 34 25 0 67
28125
ConsultKit Claim 1
AI-powered consulting tools for proposals, client management, and business deve…
F 34 25 0 67
28126
WarmySender Claim 1
Cold email, email warmup, LinkedIn outreach, and B2B lead database via MCP.
F 34 25 0 67
28127
Quallaa Claim 1
Talk to your public-facing AI from any MCP client — Claude, ChatGPT, Cursor, Cl…
F 34 25 0 67
28128
Filtrix AI MCP Claim 1
Filtrix MCP for image/video generation. Portal: https://agent.filtrix.ai/
F 34 25 0 67
28129
mcp-server Claim 1
Commercial auto insurance MCP server for NYC TLC for-hire vehicles. 33 tools, s…
F 34 25 0 67
28130
mcp-server Claim 1
Manage test suites, run tests, view results, and automate QA workflows via AI w…
F 34 25 0 67
28131
Catalo.ai Claim 1
AI-curated book catalog that eliminates hallucinations and surfaces lesser-know…
F 34 25 0 67
28132
Headless browser primitives for AI agents when sites need real JS rendering.
F 34 25 0 67
28133
mcp-server Claim 1
Scan any URL for 20 SEO checks; get a 0-100 score with prioritized fix recommen…
F 34 25 0 67
28134
XRay-Vision Claim 1
AI-powered codebase analysis — call graphs, security, dead code, complexity. 15…
F 34 25 0 67
28135
REST-to-MCP for UK hospitality. Safety proxy: circuit-breakers, rate limits, wh…
F 34 25 0 67
28136
The official Planning Center MCP server for interacting with your ministry's da…
F 34 25 0 67
28137
Scan an MCP server for EU AI Act Art. 50, tool quality, OAuth hygiene & securit…
F 34 25 0 67
28138
mobbin
Mobbin Claim 1
Search real-world UI & UX design references for mobile apps, web apps, and webs…
F 34 25 0 67
28139
google-ads-mcp Claim 1
Google Ads automation with AI: analyze performance, manage campaigns, optimize …
F 34 25 0 67
28140
cron-pilot Claim 1
Scheduled HTTP requests and shell commands with retries, timeouts, and webhook …
F 34 25 0 67
28141
Jampolls Claim 1
Real-time polls, surveys, quizzes, trivia, Q&A, and word clouds for teams, educ…
F 34 25 0 67
28142
抖音/Douyin hot search, work search/details, comments/replies, creator profiles, …
F 34 25 0 67
28143
Serac Claim 1
Sovereign E2E cloud storage for AI agents. Zero-knowledge, RGPD-compliant.
F 34 25 0 67
28144
AI memory with 53 tools. Knowledge Graph, semantic search, Magic Link auth. Fre…
F 34 25 0 67
28145
CalmBoard MCP Claim 1
AI agents use CalmBoard MCP to access board data, tasks, insights, and project …
F 34 25 0 67
28146
workmagic-mcp Claim 1
WorkMagic MCP
F 34 25 0 67
28147
Bunzee Claim 1
Turn your app idea into IA, wireframes, PRD, style guides, and dev specs for co…
F 34 25 0 67
28148
Ploi Cloud Claim 1
European cloud hosting. Deploy and manage apps with your favorite AI coding ass…
F 34 25 0 67
28149
Lovable Claim 1
Official MCP server for Lovable, the AI-powered full-stack app builder.
F 34 25 0 67
28150
Find patent infringers with 9 AI models. Search products & standards from your …
F 34 25 0 67
Showing 28101–28150 of 45732 servers
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