MCP Server Quality Scores

Independent quality analysis of 58691 public MCP servers

58691
Discovered
29879
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17751
ASGCompute
ASG Card Claim
Virtual MasterCards for AI agents. Issue and manage cards via MCP.
D 49 44 60 0 56 78
17752
OGCryptoKitty
Real-time regulatory intelligence for prediction markets. SEC, CFTC, Fed, FinCE…
D 49 44 72 0 36 81
17753
mctx-ai
Bible Study Claim
Study the Bible in its original languages, trace themes across both testaments,…
D 49 55 78 10 0 74 81
17754
archetypal-ai
Persistent memory for AI agents. recall, remember, checkpoint — soul preservati…
D 49 44 54 0 N/A 62 81
17755
jimbo530
baselings-mcp Claim 1
MCP server for AI agents to play Baselings, a yield-generating pet game on Base…
D 49 44 75 0 27 81
17756
topoteretes
cognee Claim
Memory manager for AI apps and Agents using various graph and vector stores and…
D 49 55 54 32 0 85 82
17757
cloudinary
Upload, organize, search, and transform images, videos, and files with AI-power…
D 49 55 90 10 0 83 61
17758
mission69b
t2000 Claim 1
Non-custodial DeFi banking for AI agents on Sui. 35 tools, 20 prompts for save,…
D 49 44 45 0 78 81
17759
crawde
Generates professional compliance documents like privacy policies and terms of …
D 49 44 72 0 35 81
17760
alphavantage
alpha_vantage_mcp Claim
Real-time financial market data: stocks, forex, crypto, commodities, and econom…
D 49 55 92 0 0 68 81
17761
miniOrangeDev
A lightweight, configurable server that fetches coding guidelines, security rul…
D 49 55 50 57 0 58 80
17762
ag2-mcp-servers
An MCP server that enables interaction with Google Cloud Logging API, allowing …
D 49 44 45 40 21 83
17763
ag2-mcp-servers
Dialogflow MCP Server Claim 1
An MCP server that enables natural language interactions with Google's Dialogfl…
D 49 44 45 43 21 80
17764
joesecurity
JoeSandboxMCP Claim
A Model Context Protocol (MCP) server for interacting with Joe Sandbox Cloud. T…
D 49 55 74 41 0 43 81
17765
BACH-AI-Tools
Provides access to comprehensive weather data including current conditions, for…
D 48 55 50 60 0 56 78
17766
pepabo
colormeshop-mcp Claim
Official remote MCP server for Color Me Shop (GMO Pepabo), a Japanese e-commerc…
D 48 55 74 10 0 75 81
17767
webpeel
webpeel Claim
Smart web fetcher for AI agents with auto-escalation from HTTP to headless brow…
D 48 55 60 31 0 69 81
17768
streampayments
Stream Claim
Stream MCP server https://streampay.sa/
D 48 44 72 0 30 81
17769
TheSandemon
AI LLM with Gemini, MiniMax, Replicate, OpenRouter. Vision, search, code review…
D 48 55 72 41 0 37 81
17770
BACH-AI-Tools
An MCP server that provides access to current weather data and 5-day forecasts …
D 48 44 35 50 24 80
17771
CDataSoftware
MariaDB MCP Server by CData
D 48 43 58 0 N/A 34 95
17772
aethar-dev
WageAPI Claim
US + EU salary benchmarking, pay transparency compliance, and semantic endpoint…
D 48 44 58 0 54 81
17773
CDataSoftware
Oracle MCP Server by CData
D 48 43 58 0 N/A 34 95
17774
CDataSoftware
Apache Cassandra MCP Server by CData
D 48 43 58 0 N/A 34 95
17775
hermesagent
mcp-hermes Claim 1
Website screenshots and chats/graphs
D 48 44 72 0 27 81
17776
MarketplaceAdPros
Enables tools to interact with Amazon Advertising, analyzing campaign metrics a…
D 48 44 56 10 48 76
17777
bitDive
mcp-server Claim
BitDive Model Context Protocol (MCP) server. The Autonomous Quality Loop for AI…
D 48 44 72 0 N/A 29 81
17778
CSOAI-ORG
slack-enterprise-mcp MCP server by MEOK AI Labs
D 48 44 68 0 N/A 37 81
17779
eldoonreval
An open source automation platform that converts over 280+ integrations into MC…
D 48 53 50 57 0 37 95
17780
TM9657
flow-like Claim
Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, sp…
D 48 55 60 42 0 60 80
17781
markpdxt
dronelytics-mcp Claim
US drone airspace intelligence and mission planning. 24 tools: check airspace r…
D 48 44 54 0 57 81
17782
uupt-mcp
Enables AI agents to create and manage delivery orders through UU跑腿 (UU Errands…
D 48 55 56 60 0 43 78
17783
mcp-tool-shop-org
mcp-shipcheck Claim
Audits local package folders to generate publish-readiness reports and previews…
D 48 55 60 27 0 75 82
17784
thingsboard
thingsboard-mcp Claim
The ThingsBoard MCP Server provides a natural language interface for LLMs and A…
D 48 44 42 0 70 86
17785
New1Direction
trust-oracle Claim
Independent A-F trust grade for any MCP server, watched for drift. Free, never …
D 48 55 90 0 0 63 81
17786
Plagtech
Spraay Claim
Full-stack DeFi infrastructure for AI agents on Base. 63 pay-per-call tools acr…
D 48 55 90 10 0 48 81
17787
xieyuschen
gopls-mcp Claim
https://gopls-mcp.org/ MCP server for golang projects development: Expand AI C…
D 48 53 46 32 0 74 95
17788
ag2-mcp-servers
An MCP Server that enables interaction with Google Cloud SQL Admin API, allowin…
D 48 44 45 38 21 82
17789
Fluke-Studio
Enrich any UK business with Companies House, Google Places, DNS, and social dat…
D 48 44 60 0 N/A 73 61
17790
abj453demo
MCP OAuth Gateway Claim
A transparent proxy server that simplifies authentication by chaining its own O…
D 48 55 60 65 0 32 78
17791
Polaralias
ClickUp Claim
Manage projects, tasks, and documents directly through a comprehensive suite of…
D 48 55 78 42 0 32 76
17792
ag2-mcp-servers
An MCP Server that enables interaction with Google's Service Usage API, allowin…
D 48 44 45 42 21 80
17793
oraichain
A comprehensive toolkit for building AI agents with blockchain capabilities, en…
D 48 55 48 67 0 45 78
17794
CDataSoftware
Cosmos DB MCP Server by CData
D 48 43 58 0 N/A 34 95
17795
basalt-run
basalt Claim
Design tokens, components, icons, and a11y data via MCP. For Cursor, Claude, an…
D 48 55 84 0 0 71 81
17796
Enapter
MCP server providing tools for AI-agents to interact with Enapter EMS.
D 48 44 54 0 60 81
17797
CDataSoftware
Amazon DynamoDB MCP Server by CData
D 48 43 58 0 N/A 34 95
17798
Microck
web GUI for securely managing local OpenCode configuration
D 48 53 60 38 0 41 95
17799
alizoli
Auto-generated Model Context Protocol server that provides an interface to the …
D 48 53 60 55 0 21 95
17800
platfone-com
mcp Claim
Virtual phone number platform for AI agents — rent numbers across 200+ countrie…
D 48 55 84 0 0 87 69
Showing 17751–17800 of 58691 servers
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