MCP Server Quality Scores

Independent quality analysis of 33692 public MCP servers

33692
Discovered
28840
Scored
2087
Verified
16951
Complete

Last updated 1 hour, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
18601
ArkTechNWA
Enables AI assistants to query Prometheus metrics, monitor alerts, and analyze …
F 36 55 50 0 0 46 81
18602
CDataSoftware
Apache Spark MCP Server by CData
F 36 55 58 0 0 34 81
18603
mumo-chat
mcp Claim
Consult a multi-model panel on contested decisions via MCP: architecture, plan …
F 36 55 54 0 0 43 81
18604
CDataSoftware
Databricks MCP Server by CData
F 36 55 58 0 0 34 81
18605
xOrbuc
On-chain stablecoin market cap and Bitcoin institutional holdings data.
F 36 55 54 0 0 41 81
18606
CDataSoftware
Microsoft Teams MCP Server by CData
F 36 55 58 0 0 34 81
18607
ax-platform
ax-platform Claim
The Resident Mind gateway. Persistent identity, shared context, workspace-wide …
F 36 55 36 10 0 60 81
18608
CDataSoftware
NetSuite MCP Server by CData
F 36 55 58 0 0 34 81
18609
veyvey45-eng
Remote MCP server for hotel rate monitoring, parity checks, and pricing intelli…
F 36 55 52 10 0 29 81
18610
CDataSoftware
HCL Domino MCP Server by CData
F 36 55 58 0 0 34 81
18611
CDataSoftware
Adobe Analytics MCP Server by CData
F 36 55 58 0 0 34 81
18612
magnitudecontact-eng
Enables ChatGPT to query and analyze Mixpanel analytics data in real-time. Prov…
F 36 55 42 32 0 18 81
18613
CDataSoftware
MySQL MCP Server by CData
F 36 55 58 0 0 34 81
18614
Gingiris
Competitor intelligence for AI agents — SEO, traffic, social, Product Hunt, pri…
F 36 55 62 0 0 29 81
18615
Aturio
Search-first MCP for Indonesian laws: Pasal text, status, structure, provenance…
F 36 55 52 0 0 46 81
18616
CDataSoftware
Active Directory MCP Server by CData
F 36 55 58 0 0 34 81
18617
apify
This server provides browser automation capabilities using Playwright, allowing…
F 36 55 50 0 0 46 81
18618
Miki-Hoshizaki
MAGI MCP Server Claim 1
A server that implements the Model Context Protocol (MCP) for orchestrating cod…
F 36 55 48 28 0 13 81
18619
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 36 55 58 0 0 33 81
18620
moldy93
Paywalled SMARD day-ahead electricity prices (DE-LU, 15‑minute resolution) via …
F 36 55 42 32 0 27 76
18621
CDataSoftware
Couchbase MCP Server by CData
F 36 55 58 0 0 34 81
18622
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 36 55 58 0 0 33 81
18623
CDataSoftware
Azure Active Directory MCP Server by CData
F 36 55 58 0 0 34 81
18624
CDataSoftware
GraphQL MCP Server by CData
F 36 55 58 0 0 34 81
18625
CDataSoftware
Azure Synapse MCP Server by CData
F 36 55 58 0 0 34 81
18626
CDataSoftware
Google Analytics MCP Server by CData
F 36 55 58 0 0 34 81
18627
cartoonitunes
Inlay Claim
Make any website discoverable by AI agents via MCP, llms.txt, and structured da…
F 36 55 54 0 0 41 81
18628
LeadFox-Shay
Marketo MCP server for AI. 130 tools to operate Marketo from Claude, Cursor, or…
F 36 55 48 10 0 41 81
18629
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
F 36 55 58 0 0 33 81
18630
CDataSoftware
Google BigQuery MCP Server by CData
F 36 55 58 0 0 34 81
18631
Br0ski777
Capture screenshots (PNG/JPEG/WebP) and generate PDFs from any URL. x402 paymen…
F 36 55 60 0 0 29 81
18632
CDataSoftware
IBM Informix MCP Server by CData
F 36 55 58 0 0 34 81
18633
Br0ski777
Social media profile lookup for GitHub, Twitter/X, LinkedIn, YouTube. x402.
F 36 44 36 0 24 81
18634
CDataSoftware
Jira MCP Server by CData
F 36 55 58 0 0 34 81
18635
rosch100
mcp-encrypted-sqlite Claim 1
MCP server for encrypted SQLite databases (SQLCipher 4) - Works with MoneyMoney…
F 36 53 39 0 0 65 81
18636
Br0ski777
Find email addresses from name and company domain. x402 paid.
F 36 44 36 0 24 81
18637
CDataSoftware
QuickBooks Online MCP Server by CData
F 36 55 58 0 0 34 81
18638
get-cotrader
cotrader Claim
Screen 11,000+ stocks using natural language and detect chart patterns via MCP.
F 36 55 54 0 0 41 81
18639
CDataSoftware
Redis MCP Server by CData
F 36 55 58 0 0 34 81
18640
Br0ski777
Verify emails: syntax, MX records, disposable detection, quality score 0-100. x…
F 36 55 60 0 0 29 81
18641
Br0ski777
Extract clean markdown from any URL. Removes boilerplate. For RAG pipelines. x4…
F 36 55 60 0 0 29 81
18642
Jumpseller
Jumpseller Claim
Manage your Jumpseller store with AI. Products, orders, customers, and more.
F 35 55 54 10 0 23 81
18643
buildingapplications
Bilt Claim
AI agents autonomously build and deploy mobile apps through natural language wo…
F 35 55 54 0 0 33 81
18644
ToolOracle
RankOracle Claim
SEO Intelligence MCP Server — 13 tools for keyword research, SERP analysis, dom…
F 35 55 52 0 0 41 81
18645
TombStoneDash
Agent Bazaar Claim
Per-call billing and metering proxy for MCP tool servers. Providers set pricing…
F 35 55 50 0 0 40 81
18646
luisbretasjr
routekit Claim
Route optimization API for Brazil. Routes, distance matrices, and VRP solver.
F 35 55 60 0 0 41 69
18647
elasticflowapp
Elasticflow Claim
AI-native team workspace — tables, documents, workflow automation, live dashboa…
F 35 55 42 10 0 42 81
18648
Br0ski777
Summarize text or URLs into key points with compression ratio and reading time.…
F 35 44 32 0 24 81
18649
Br0ski777
Historical OHLCV candles for any token. CoinGecko + GeckoTerminal on-chain. x40…
F 35 44 32 0 24 81
18650
BasicOps
basicops Claim
BasicOps MCP server for project management, tasks, notes, and team collaboratio…
F 35 55 54 10 0 23 81
Showing 18601–18650 of 33692 servers
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