MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
27801
Enables Claude Code to interact with WhatsApp for reading messages, sending rep…
N/A N/A
27802
La-fe
Enables creating and managing text notes with a simple note-taking system. Prov…
N/A N/A 95
27803
Enables AI agents to control the Google Chrome browser through a Node.js WebSoc…
N/A N/A
27804
Connects AI tools directly to Codemend production error monitoring to list, ana…
27805
Pay-per-use semantic memory for AI agents with cryptographic attestation. Vecto…
27806
bangslosan
wiki Claim
N/A N/A 95
27807
hackafterdark
Context Sherpa MCP server provides code mapping, deterministic feedback loops, …
N/A N/A
27808
MadeOnSol Claim
Solana KOL trading intelligence and deployer analytics. Query real-time trades …
27809
DataWorkersProject
We’re build a swarm of agents for all data tasks. That anyone can use for free,…
N/A N/A
27810
Ryosuke-Mohri
A hybrid MCP server system that enables natural language management of Asana ta…
81
27811
Santuri Claim 1
Search official documentation for well-known libraries.
N/A N/A 81
27812
MCP server for Threadline — persistent memory and context layer for AI agents. …
27813
Security middleware for MCP servers. Trust-based access control, rate limiting,…
27814
sunhye
Get real-time weather conditions and short-term forecasts across Korea. Check t…
N/A N/A 95
27815
namitbhardwaj
grgdbsd Claim
N/A N/A 95
27816
testopenai.1407
iototsample Claim
N/A N/A 95
27817
NimbleBrainInc
Provides comprehensive access to OpenAI's API capabilities including chat compl…
81
27818 N/A N/A 95
27819
steven
bouldinsai Claim
N/A N/A 95
27820
mcp_Shield Claim
The security runtime for MCP servers. Every tool call inspected. Every attack b…
27821
alesya-h
A meta MCP server that orchestrates other MCP servers by lazily connecting to t…
81
27822
KTA-Oracle Claim
KTA-Oracle gives AI agents and developers real-time access to Keeta Network dat…
27823 N/A N/A 95
27824
jr
test-id Claim
N/A N/A 95
27825
pocketlantern
Blocker-aware decision layer for AI coding agents, grounded in source-linked, t…
N/A N/A
27826
robgrappler
An MCP server that analyzes your unique Twitter voice to generate, manage, and …
81
27827
OffensiveSET Claim
An offensive security dataset generator that creates high-quality, multi-turn p…
27828
kqdssheng
csv Claim
N/A N/A 95
27829 N/A N/A 95
27830
userlite
Intelligent routing service that selects optimal AI models based on capability …
N/A N/A 95
27831
hrconsultnj
A Node.js server that hosts AI agents and manages integrations with various dat…
N/A N/A 95
27832
Kopern Claim
Full AI agent lifecycle platform — create, grade, optimize, deploy and orchestr…
27833
kazumah1
Smithery Claim
Enable seamless integration of AI agents with external data sources and tools t…
N/A N/A 95
27834
Enables high-speed native macOS automation for Claude by interacting directly w…
N/A N/A
27835
execution-run
Enables AI agents to interact with the Execute.run bot API for managing Shell b…
81
27836
DeckForge Claim
Generate executive-ready presentations via API. 32 slide types, 24 chart types,…
27837
lbruton
An enhanced memory management system that wraps memento-mcp with sophisticated …
81
27838
andasv
Enables AI agents to interact with email accounts via the Himalaya CLI, support…
N/A N/A
27839
radenaisa
mubdi Claim
N/A N/A 95
27840
novyxlabs
novyx-mcp Claim
Persistent memory for AI agents. 107 MCP tools for remember, recall, rollback, …
N/A N/A
27841
MoshPitLabs
An MCP server that enables interaction with Linear.app's API for issue tracking…
81
27842
codemonkyu
Provides tools to query and calculate AWS EBS performance metrics from CloudWat…
81
27843
89jobrien
Aggregates tasks from multiple sources (Jira, Markdown TODO files, STM CLI) int…
81
27844
Bladefitness
Enables AI agents to programmatically manage GoHighLevel accounts through a Clo…
81
27845
pickstar-2002
Enables downloading videos from 1000+ platforms including YouTube, Bilibili, Ti…
81
27846
riditaatexos
Provide a humor-focused agent that delivers concise, engaging jokes upon user r…
N/A N/A 95
27847
BitsofJeremy
Enables interaction with Futurama quotes through Claude Desktop by connecting t…
81
27848
ingeno
Enables MCP clients to interact with any OpenAPI-defined REST API through a ser…
81
27849
Free AI agent blueprints for procurement and onboarding. No signup, no API key.
27850
Raroford32
zim Claim
N/A N/A 95
Showing 27801–27850 of 30006 servers
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