MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24739
Scored
1349
Verified
16957
Complete

Last updated 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
23751
NextCut
NextCut Claim 1
Automate video creation and editing workflows by rendering scenes, templates, a…
F 36 45 44 0 12 81
23752
N3N-Seoul
Tavily Claim
Search the web for high-quality, up-to-date results, extract clean content, cra…
F 35 33 10 0 95
23753
Turf-Tech
Turf Network Claim
Get real-time market data across global equities and crypto to accelerate inves…
F 35 33 10 0 95
23754
BarnacleLabs
Conduct comprehensive literature reviews efficiently by searching research pape…
F 35 33 10 0 95
23755
momo590
Provide a specialized MCP server using Server-Sent Events (SSE) to integrate Im…
F 35 33 10 0 95
23756
cloud_dj Claim 1
cloud_dj
F 34 25 0 67
23757
Arca Claim 1
Arca is a private data vault where your AI stores your structured data, semanti…
F 34 25 0 67
23758
Hidden Empire Claim 1
Play a legendary text adventure by talking to your AI — no commands to memorize…
F 34 25 0 67
23759
Search UK companies, retrieve profiles, officers, charges, and generate due dil…
F 34 25 0 67
23760
Whiteboard Claim 1
Whiteboard MCP server
F 34 25 0 67
23761
Control Shopify Admin tasks with agents or via prompt. Ultra slim integration, …
F 34 25 0 67
23762
test-mcp-server Claim 1
Alpic Test MCP Server - great server!
F 34 25 0 67
23763
Open-Scout-mcp Claim 1
Create and publish one-pagers and boards for your organization. Upload images f…
F 34 25 0 67
23764
AI-powered forex and crypto trading analysis with real-time data across 127+ in…
F 34 25 0 67
23765
Query Meta Ads performance data — accounts, campaigns, ad sets, ads, metrics & …
F 34 25 0 67
23766
Coupler.io remote MCP server
F 34 25 0 67
23767
Still work in progress
F 34 25 0 67
23768
Toolbox dynamically routes to all MCPs in the Smithery registry based on your a…
F 34 25 0 67
23769
mcp Claim 1
Provides event organisers with tools to interact with a Ticket Tailor box offic…
F 34 25 0 67
23770
mcp Claim 1
MCP Server that generate video call url
F 34 25 0 67
23771
justinjilg
AI routing, memory, guardrails, and governance. Routes across Claude, GPT, Gemi…
F 34 25 0 69
23772
Connect your AI assistant to your Telegram. Browse chats, read and summarize me…
F 34 25 0 67
23773
Portfolio Ideas Claim 1
Analyze your portfolio and generate ideas for improvements
F 34 25 0 67
23774
AI predictions, model comparison, research and web search from an autonomous AI…
F 34 25 0 67
23775
MileMaker MCP Claim 1
MileMaker MCP server provides mapping services for commercial transportation.
F 34 25 0 67
23776
ByteRay AI Claim 1
Hunt zero-days by talking to binaries. 40+ tools. Hosted, OAuth + SSO, invite: …
F 34 25 0 67
23777
TheirStack Claim 1
Search job postings, companies, and technology stacks across 10M+ companies.
F 34 25 0 67
23778
n8n-mcp-server Claim 1
Servidor MCP para integraciones con arcar.org
F 34 25 0 67
23779
NSFWJS-based image safety detector (GIF/APNG/WebP/JPEG/PNG).
F 34 25 0 67
23780
Refetch Claim 1
Fetch pages as markdown, search web and news, extract structured data. For AI a…
F 34 25 0 67
23781
Todos Claim 1
Personal todo list that persists across sessions. Create, update, complete, reo…
F 34 25 0 67
23782
Autonomous B2B lead prospecting — 36 tools for campaigns, leads, and email outr…
F 34 25 0 67
23783
Remote MCP for 1,500+ APIs. Vault-managed credentials; OAuth or API key. Search…
F 34 25 0 67
23784
Bitrix24 Claim 1
MCP server enabling AI agents to manage Bitrix24 features via standardized prot…
F 34 25 0 67
23785
Send friendly greetings to people by name. Discover the origin story behind 'He…
F 34 25 0 67
23786
Multi-agent governance: task orchestration, compliance, decision validation, an…
F 34 25 0 67
23787
Send & receive texts using MCP. Use own phone! Get OTPs automate workflows Sign…
F 34 25 0 67
23788
meta-ads-mcp Claim 1
Facebook / Meta Ads automation with AI: analyze performance, test creatives, op…
F 34 25 0 67
23789
Run Python code in a secure sandbox without local setup. Declare inline depende…
F 34 25 0 67
23790
Perception Claim 1
Real-time digital asset narrative intelligence from 1,000+ curated media source…
F 34 25 0 67
23791
Jampolls Claim 1
Real-time polls, surveys, quizzes, trivia, Q&A, and word clouds for teams, educ…
F 34 25 0 67
23792
AI-powered tools to analyze wallet behaviour prediction, fraud detection and ru…
F 34 25 0 67
23793
localplate-mcp Claim 1
LocalPlate MCP for verified restaurant nutrition, food search, diary logs, and …
F 34 25 0 67
23794
AI coding assistant for Radzen Blazor — docs, APIs, code samples, and templates…
F 34 25 0 67
23795
ShipBook
Shipbook Claim 1
Debug production issues using Shipbook logs and Loglytics error insights.
F 34 25 0 67
23796
MisarMail Claim 1
Full email marketing platform: inbox, campaigns, contacts, templates, and analy…
F 34 25 0 67
23797
Kickstart your setup with ready-to-run greetings and the 'Hello, World' origin …
F 34 25 0 67
23798
My MCP Server Claim 2
Description of my MCP server
F 34 25 0 67
23799
24 NEAR + Solana + Base blockchain endpoints with x402 USDC micropayments
F 34 25 0 67
23800
Manage workouts, nutrition, goals, and progress across the FitAF platform. Conn…
F 34 25 0 67
Showing 23751–23800 of 33332 servers
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