MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 2 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44101
waifuai
Enables direct SOL payments for content access by integrating MCP with the Sola…
44102
spanchal001
Enables AI agents to analyze ROS2 log files across multiple nodes by merging th…
N/A N/A
44103
Sidsaladi9
getprompts Claim
Search 1,000+ battle-tested AI prompts from getprompts.org into Claude Code, Cu…
N/A N/A
44104
sabatajoxicraft
Automatically injects development framework context and workflows into Claude c…
N/A N/A 95
44105
pipeworx-io
Enables searching and retrieving Australian open government data from data.gov.…
44106
AI-Maker-Space
mcp-server Claim
Web search MCP server using Tavily API, enabling natural language queries to se…
N/A N/A
44107
menorhge3556
Provides real-time and historical cryptocurrency market data using ccxt, enabli…
44108
saml7n
parbaked Claim
Scaffold invite-only Python/FastAPI apps: auth, admin dashboard, dev server, de…
44109
schplitt
mc8yp Claim
An MCP server that gives AI agents access to the full Cumulocity API surface th…
44110 N/A N/A 95
44111
povfarwa
Enables autonomous digital forensics and incident response through 21 typed for…
N/A N/A
44112
xxyyue
Headless MCP server for IDA Pro enabling on-demand database loading and program…
N/A N/A
44113
wyre-technology
auvik-mcp Claim
An MCP server for Auvik network management, enabling monitoring, management, an…
44114
woosal1337
media-mcp Claim
MCP server enabling interaction with Twitter, YouTube, Instagram, and video pro…
N/A N/A
44115
Departure and admission records for AI agents with Ed25519/P-256 signatures.
N/A N/A 81
44116
CSOAI-ORG
pet-care-ai-mcp MCP server by MEOK AI Labs
N/A N/A
44117
AmiyaBot
Provides MCP server and CLI for querying Arknights game data, including operato…
44118
contextium-io
MCP server for Contextium — pipe team SOPs, coding standards, agents, skills, a…
44119
ainarsklavins
Provides AI assistants with real-time date, time, and timezone information, ena…
81
44120
RyanByrne
Run UX research from Claude — create card sort studies, list studies, pull head…
44121
binhtrongg
A Model Context Protocol server implementation that runs on Cloudflare Workers …
N/A N/A 95
44122
policycheck Claim 1
AI seller verification and policy risk analysis for any online store.
N/A N/A 81
44123
teatak
An MCP server that runs in the browser, letting web pages register custom tools…
N/A N/A
44124
usrivastava92
LLM-optimized MCP server for Obsidian vaults with surgical edits, hash-based co…
N/A N/A
44125
mvavassori
Provides a comprehensive set of mathematical functions as MCP tools, enabling l…
N/A N/A
44126
stephenlb
pubnub-mcp Claim
N/A N/A 95
44127
Aekkaratjerasuk
TaskFlow MCP Claim
A task management Model Context Protocol server that helps break down user requ…
N/A N/A 95
44128
blackswanwtf
Enables AI agents to access real-time crypto risk intelligence with two tools: …
44129
cannavis
Enables full-text search of macOS iMessages including link preview metadata. Wo…
N/A N/A
44130
GeekStewie
sf-mcp Claim
MCP server for Salesforce that exposes CLI, REST, Connect, Data 360, Bulk 2.0, …
44131
JiayuuWang
A Type 4 OAuth MCP server for the Asana API, enabling AI assistants to manage w…
44132
akram-side-projects
Notebook MCP Claim
Provides AI assistants with deep semantic and runtime understanding of Jupyter …
N/A N/A
44133
itjung-source
MCP server for Thai SET/MAI stock data via Yahoo Finance API, enabling stock sc…
N/A N/A
44134
stackpwnies
bible-mcp Claim
Enables AI assistants to look up Bible verses, search across translations, and …
N/A N/A
44135
ejones18
Deploys an MCP server on Azure Container Apps that exposes Azure ML managed onl…
44136
Kevthetech143
chain-signer Claim
Security suite for AI agents: flag drains, permit-phishing & risky actions befo…
N/A N/A
44137
kasugaiii417
A minimal stateless MCP server for Cloudflare Workers that provides a greeting …
N/A N/A
44138
lantlos95
wertls Claim
N/A N/A 95
44139
knownsec
Enables AI models to analyze log files from the Chuangyu Shield cloud defense p…
N/A N/A
44140
schwarztim
Provides comprehensive tools for managing Elasticsearch clusters, including sec…
81
44141
mcpflow
workos-mcp Claim
This MCP server allows agents to interact with the WorkOS API.
44142
vosesoftware
Enables Monte Carlo risk modeling in Excel via conversation, including model bu…
N/A N/A
44143
RubenReyesss
Extends Claude Desktop with custom tools for file management, system operations…
N/A N/A 95
44144
cejor6
MCP server for Kalshi prediction markets: native RSA-PSS auth, rate limiting, d…
N/A N/A
44145
my_namespace
server_name Claim
N/A N/A 95
44146
happyis
Provides access to The Movie Database (TMDB) API for searching movies, retrievi…
81
44147
jiweiqi
Provides smart URL navigation to ANSYS Fluent documentation, enabling AI assist…
N/A N/A
44148
ggilligan12
kibana-mcp Claim
Enables AI assistants to manage Kibana security alerts, rules, and exception li…
N/A N/A
44149
fastmcp-me
Provides fast file searching across Windows, macOS, and Linux using platform-na…
N/A N/A
44150
atri-jar
aurum-mcp Claim
Queries Aurum design system components, tokens, icons, Figma node IDs, and chan…
Showing 44101–44150 of 45235 servers
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