MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
28151
Enables AI agents to control the Google Chrome browser through a Node.js WebSoc…
N/A N/A
28152
Connects AI tools directly to Codemend production error monitoring to list, ana…
28153
Pay-per-use semantic memory for AI agents with cryptographic attestation. Vecto…
28154
bangslosan
wiki Claim
N/A N/A 95
28155
hackafterdark
Context Sherpa MCP server provides code mapping, deterministic feedback loops, …
N/A N/A
28156
MadeOnSol Claim
Solana KOL trading intelligence and deployer analytics. Query real-time trades …
28157 N/A N/A 95
28158
DataWorkersProject
We’re build a swarm of agents for all data tasks. That anyone can use for free,…
N/A N/A
28159
Ryosuke-Mohri
A hybrid MCP server system that enables natural language management of Asana ta…
81
28160
ericqian77
Enables developers to retrieve short jokes in multiple categories and languages…
81
28161
Santuri Claim 1
Search official documentation for well-known libraries.
N/A N/A 81
28162
MCP server for Threadline — persistent memory and context layer for AI agents. …
28163
Security middleware for MCP servers. Trust-based access control, rate limiting,…
28164
sunhye
Get real-time weather conditions and short-term forecasts across Korea. Check t…
N/A N/A 95
28165
namitbhardwaj
grgdbsd Claim
N/A N/A 95
28166
testopenai.1407
iototsample Claim
N/A N/A 95
28167
NimbleBrainInc
Provides comprehensive access to OpenAI's API capabilities including chat compl…
81
28168 N/A N/A 95
28169
steven
bouldinsai Claim
N/A N/A 95
28170
mcp_Shield Claim
The security runtime for MCP servers. Every tool call inspected. Every attack b…
28171 N/A N/A 95
28172
totte-dev
Provision SaaS services from YAML and inject .env. Supports Clerk, Stripe, Rese…
N/A N/A
28173
jr
test-id Claim
N/A N/A 95
28174
robgrappler
An MCP server that analyzes your unique Twitter voice to generate, manage, and …
81
28175
OffensiveSET Claim
An offensive security dataset generator that creates high-quality, multi-turn p…
28176
kqdssheng
csv Claim
N/A N/A 95
28177 N/A N/A 95
28178
userlite
Intelligent routing service that selects optimal AI models based on capability …
N/A N/A 95
28179
hrconsultnj
A Node.js server that hosts AI agents and manages integrations with various dat…
N/A N/A 95
28180
Kopern Claim
Full AI agent lifecycle platform — create, grade, optimize, deploy and orchestr…
28181
Vistara-Labs
Enable seamless integration with the Hypercore network by exposing its data and…
N/A N/A 95
28182
kazumah1
Smithery Claim
Enable seamless integration of AI agents with external data sources and tools t…
N/A N/A 95
28183
Enables high-speed native macOS automation for Claude by interacting directly w…
N/A N/A
28184
DeckForge Claim
Generate executive-ready presentations via API. 32 slide types, 24 chart types,…
28185
zw008
VMware VKS Claim
vSphere with Tanzu (VKS): Namespace and TanzuKubernetesCluster lifecycle. Requi…
N/A N/A
28186
lbruton
An enhanced memory management system that wraps memento-mcp with sophisticated …
81
28187
andasv
Enables AI agents to interact with email accounts via the Himalaya CLI, support…
N/A N/A
28188
radenaisa
mubdi Claim
N/A N/A 95
28189
novyxlabs
novyx-mcp Claim
Persistent memory for AI agents. 107 MCP tools for remember, recall, rollback, …
N/A N/A
28190
MoshPitLabs
An MCP server that enables interaction with Linear.app's API for issue tracking…
81
28191
codemonkyu
Provides tools to query and calculate AWS EBS performance metrics from CloudWat…
81
28192
89jobrien
Aggregates tasks from multiple sources (Jira, Markdown TODO files, STM CLI) int…
81
28193
Bladefitness
Enables AI agents to programmatically manage GoHighLevel accounts through a Clo…
81
28194
pickstar-2002
Enables downloading videos from 1000+ platforms including YouTube, Bilibili, Ti…
81
28195
riditaatexos
Provide a humor-focused agent that delivers concise, engaging jokes upon user r…
N/A N/A 95
28196
BitsofJeremy
Enables interaction with Futurama quotes through Claude Desktop by connecting t…
81
28197
ingeno
Enables MCP clients to interact with any OpenAPI-defined REST API through a ser…
81
28198
Free AI agent blueprints for procurement and onboarding. No signup, no API key.
28199
Raroford32
zim Claim
N/A N/A 95
28200
Dumpling-AI
Access data, web scraping, and document conversion APIs by [Dumpling AI](https:…
81
Showing 28151–28200 of 30006 servers
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