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
17701
ToolOracle
SolanaOracle Claim
12 MCP tools for DeFi risk & compliance on Solana
D 50 44 60 0 59 81
17702
rajtrafficradius
N8N MCP Server Claim 1
Production-ready MCP server that brings N8N workflow automation to both Claude.…
D 50 44 72 0 38 81
17703
mbsoft-systems
UnWeb MCP Server Claim
Enables conversion of webpages to clean markdown with content quality scoring a…
D 50 44 60 0 60 81
17704
IsaiahDupree
Modal MCP Server Claim 1
Exposes Modal cloud functions as MCP tools for video rendering, voice synthesis…
D 50 44 78 0 N/A 30 81
17705
eqtylab
mcp-guardian Claim
Manage / Proxy / Secure your MCP Servers
D 50 53 60 30 0 70 95
17706
kastelldev
kastell Claim 1
Server security auditing and hardening toolkit. 413 security checks across 29 c…
D 50 44 64 0 92 53
17707
nirholas
abi-to-mcp Claim
Generates MCP servers from smart contract ABIs, enabling Claude to interact wit…
D 50 55 88 32 0 66 61
17708
oogunbiyi21
Stats Compass Claim
50+ pandas-powered tools for data loading, cleaning, visualization, and ML work…
D 50 55 68 38 0 62 81
17709
ag2-mcp-servers
An MCP server that enables interaction with Google's My Business Account Manage…
D 50 44 45 50 21 80
17710
Vonage
MCP server for Vonage API documentation, code snippets, tutorials, and troubles…
D 50 55 39 0 90 42 81
17711
solenyaresearch0000
Provides access to AsterDex perpetual futures market data including real-time o…
D 50 55 100 25 0 28 81
17712
toomy1992
Integrates with Wealthfolio to provide real-time portfolio data, valuations, ac…
D 50 55 56 63 0 46 81
17713
ryota-murakami
Serena Claim
A coding agent toolkit that provides IDE-like semantic code retrieval and editi…
D 50 55 60 52 0 66 74
17714
youichi-uda
147 AI tools for Unity game development via MCP (Model Context Protocol). Conne…
D 50 44 58 0 N/A 60 81
17715
msrbuilds
elementor-mcp Claim
WordPress plugin that turns Elementor into an MCP server — 97 AI-ready tools fo…
D 50 55 60 43 0 72 80
17716
yamadashy
Repomix Claim
Repomix MCP Server enables AI models to efficiently analyze codebases by packag…
D 50 55 60 33 0 82 81
17717
seanbabalala
Bitvoya MCP Claim
Luxury hotel search, rate comparison, booking quotes, and secure checkout hando…
D 50 55 90 0 0 76 81
17718
ag2-mcp-servers
An MCP Server that provides access to Google's Cloud Tool Results API, enabling…
D 50 44 45 45 N/A 21 83
17719
hichana
An AI-powered goal management system that transforms traditional goal tracking …
D 50 55 62 65 0 33 81
17720
screenpipe
Local-first system capturing screen/audio with timestamped indexing, SQL/embedd…
D 50 53 64 23 0 66 95
17721
loomal-ai
Provides identity infrastructure for AI agents to manage email communications, …
D 50 44 72 0 38 81
17722
blake365
macrostrat-mcp Claim 1
Explore global geologic data to answer questions about bedrock, formations, age…
D 50 55 100 10 0 43 83
17723
VeriTeknik
pluggedin-app Claim
The Crossroads for AI Data Exchanges. A unified, self-hostable web interface fo…
D 50 55 54 30 0 91 82
17724
epicweb-dev
EpicMe MCP Claim
An application that demonstrates the future of user interactions through natura…
D 50 53 48 70 0 36 95
17725
rulego
rulego Claim
⛓️RuleGo is a lightweight, high-performance, embedded, next-generation componen…
D 50 53 60 20 0 83 94
17726
teamwork
mcp Claim
The Teamwork.com official MCP server helps teams efficiently manage client proj…
D 49 55 74 10 0 91 76
17727
attestedintelligence
AGA-mcp-server Claim
This server acts as a Portal (zero-trust Policy Enforcement Point) for AI agent…
D 49 44 60 0 53 81
17728
crawde
Generates professional compliance documents like privacy policies and terms of …
D 49 44 72 0 35 81
17729
agentkitai
AgentGate Claim
Human-in-the-loop approval gateway for AI agents over MCP: request, decide, app…
D 49 53 56 41 0 58 92
17730
miniOrangeDev
A lightweight, configurable server that fetches coding guidelines, security rul…
D 49 55 50 57 0 58 80
17731
ag2-mcp-servers
An MCP server that enables interaction with Google Cloud Logging API, allowing …
D 49 44 45 40 21 83
17732
rezzedai
CacheBash Claim
Let your AI sessions talk to each other — messaging, tasks, sessions, and alerts
D 49 55 64 42 0 58 81
17733
joesecurity
JoeSandboxMCP Claim
A Model Context Protocol (MCP) server for interacting with Joe Sandbox Cloud. T…
D 49 55 74 41 0 43 81
17734
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
17735
cloudinary
Upload, organize, search, and transform images, videos, and files with AI-power…
D 49 55 90 10 0 83 61
17736
macuse-app
macuse Claim
Connect AI with any macOS app. Deep integration with native apps like Calendar,…
D 49 53 64 28 0 58 95
17737
threat-zone
Provides LLMs with access to Threat.Zone's malware analysis capabilities throug…
D 49 53 60 43 0 41 95
17738
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
17739
xiaobenyang-com
Enables access to news-related tools through a standardized interface, allowing…
D 49 55 72 41 0 47 81
17740
wazionapps
mcp-server Claim
244 WhatsApp Business tools: send messages, automate workflows, run campaigns, …
D 49 55 64 43 0 70 70
17741
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
17742
harshwasan
NTFY MCP Server Claim
Enables bidirectional communication between AI agents and users through ntfy.sh…
D 49 55 78 37 0 42 81
17743
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
17744
khizar-anjum
Enables legal research across 3,352 U.S. courts using the CourtListener API, pr…
D 49 55 92 10 0 52 81
17745
HatmanStack
ragstack Claim
Search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.
D 49 53 48 43 0 80 81
17746
Storybloq
storybloq Claim
Enables AI coding assistants to persist and manage project context across sessi…
D 49 44 60 0 N/A 56 81
17747
myrakrusemark
memento-protocol Claim
Persistent memory for AI agents. Store what matters, recall by meaning, skip th…
D 49 53 60 43 0 62 82
17748
vscarpenter
Stop juggling, start finishing. GSD Task Manager makes it easy to sort your to-…
D 49 53 64 18 0 68 95
17749
RefundYourSOL
Solana wallet cleanup, token trading on 12+ DEXes, and market data. Scan wallet…
D 49 44 72 0 32 81
17750
alphavantage
alpha_vantage_mcp Claim
Real-time financial market data: stocks, forex, crypto, commodities, and econom…
D 49 55 92 0 0 68 81
Showing 17701–17750 of 58691 servers
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