MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 28151 |
Enables AI agents to control the Google Chrome browser through a Node.js WebSoc…
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| 28152 |
Codemend MCP Server
Claim
Connects AI tools directly to Codemend production error monitoring to list, ana…
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| 28153 |
giskard-memory
Claim
Pay-per-use semantic memory for AI agents with cryptographic
attestation. Vecto…
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| 28154 |
wiki
Claim
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| 28155 |
context-sherpa
Claim
Context Sherpa MCP server provides code mapping, deterministic feedback loops, …
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| 28156 |
MadeOnSol
Claim
Solana KOL trading intelligence and deployer analytics. Query real-time trades …
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| 28157 |
mcp-sse-test2
Claim
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| 28158 |
We’re build a swarm of agents for all data tasks. That anyone can use for free,…
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| 28159 |
A hybrid MCP server system that enables natural language management of Asana ta…
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| 28160 |
Joke MCP Server
Claim
Enables developers to retrieve short jokes in multiple categories and languages…
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| 28161 |
Search official documentation for well-known libraries.
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| 28162 |
threadline-mcp
Claim
MCP server for Threadline — persistent memory and context layer for AI agents. …
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| 28163 |
mcp-trust-guard
Claim
Security middleware for MCP servers. Trust-based access control, rate limiting,…
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| 28164 |
Korea Weather
Claim
Get real-time weather conditions and short-term forecasts across Korea. Check t…
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| 28165 |
grgdbsd
Claim
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| 28166 |
iototsample
Claim
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| 28167 |
OpenAI MCP Server
Claim
Provides comprehensive access to OpenAI's API capabilities including chat compl…
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| 28168 |
toleno-network
Claim
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| 28169 |
bouldinsai
Claim
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| 28170 |
mcp_Shield
Claim
The security runtime for MCP servers. Every tool call inspected. Every attack b…
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| 28171 |
dataforseo-mario
Claim
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| 28172 |
vibe-provision
Claim
Provision SaaS services from YAML and inject .env. Supports Clerk, Stripe, Rese…
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| 28173 |
test-id
Claim
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| 28174 |
An MCP server that analyzes your unique Twitter voice to generate, manage, and …
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| 28175 |
OffensiveSET
Claim
An offensive security dataset generator that creates high-quality, multi-turn p…
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| 28176 |
csv
Claim
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| 28177 |
stock-predictions
Claim
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| 28178 |
MCP AI Router
Claim
Intelligent routing service that selects optimal AI models based on capability …
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| 28179 |
ARC MCP Server
Claim
A Node.js server that hosts AI agents and manages integrations with various dat…
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| 28180 |
Kopern
Claim
Full AI agent lifecycle platform — create, grade, optimize, deploy and orchestr…
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| 28181 |
Enable seamless integration with the Hypercore network by exposing its data and…
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| 28182 |
Smithery
Claim
Enable seamless integration of AI agents with external data sources and tools t…
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| 28183 |
Desktop Pilot MCP
Claim
Enables high-speed native macOS automation for Claude by interacting directly w…
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| 28184 |
DeckForge
Claim
Generate executive-ready presentations via API. 32 slide types, 24 chart types,…
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| 28185 |
VMware VKS
Claim
vSphere with Tanzu (VKS): Namespace and TanzuKubernetesCluster lifecycle. Requi…
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| 28186 |
An enhanced memory management system that wraps memento-mcp with sophisticated …
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| 28187 |
Himalaya MCP Server
Claim
Enables AI agents to interact with email accounts via the Himalaya CLI, support…
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| 28188 |
mubdi
Claim
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| 28189 |
novyx-mcp
Claim
Persistent memory for AI agents. 107 MCP tools for remember, recall, rollback, …
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| 28190 |
An MCP server that enables interaction with Linear.app's API for issue tracking…
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| 28191 |
Provides tools to query and calculate AWS EBS performance metrics from CloudWat…
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| 28192 |
MCP Task Aggregator
Claim
Aggregates tasks from multiple sources (Jira, Markdown TODO files, STM CLI) int…
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| 28193 |
GHL MCP Server
Claim
Enables AI agents to programmatically manage GoHighLevel accounts through a Clo…
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| 28194 |
Video Fetch MCP
Claim
Enables downloading videos from 1000+ platforms including YouTube, Bilibili, Ti…
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| 28195 |
Jokes MCP Server
Claim
Provide a humor-focused agent that delivers concise, engaging jokes upon user r…
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| 28196 |
Enables interaction with Futurama quotes through Claude Desktop by connecting t…
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| 28197 |
Enables MCP clients to interact with any OpenAPI-defined REST API through a ser…
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| 28198 |
free-blueprints
Claim
Free AI agent blueprints for procurement and onboarding. No signup, no API key.
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| 28199 |
zim
Claim
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| 28200 |
mcp-server-dumplingai
Claim
Access data, web scraping, and document conversion APIs by [Dumpling AI](https:…
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