MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 4 hours, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47151 |
Never Ask Twice
Claim
Enterprise support memory agent that remembers customer context across sessions…
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| 47152 |
Demo MCP Server
Claim
Minimal FastMCP Python server demonstrating basic MCP functionality with a cows…
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| 47153 |
screenctx
Claim
Enables AI tools to collect a compact, structured context bundle for a Spring B…
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| 47154 |
Provides AI assistants with powerful, detection-resistant browser automation ca…
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| 47155 |
Scout MCP Server
Claim
Enables AI agents to interact with Scout Live platform capabilities through sta…
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| 47156 |
mayan-relationship-mcp
Claim
Fetches Mayan zodiac signs from mymayansign.com and generates relationship comp…
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| 47157 |
MCP Sandbox Server
Claim
Provide a sandbox environment to test and develop MCP servers compatible with C…
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| 47158 |
Google Ads MCP Server
Claim
Enables interaction with Google Ads data via Claude Desktop, providing tools fo…
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| 47159 |
PD2 Lua MCP
Claim
Provides LLMs with access to Payday 2 Lua documentation and source code via 7 M…
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| 47160 |
MCP Healthcare Server
Claim
An MCP server for clinical workflows with tools for patient lookup, appointment…
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| 47161 |
genlayer-docs-mcp
Claim
Enables AI assistants to search, retrieve, and browse GenLayer documentation th…
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| 47162 |
lecka-mcp
Claim
Race nutrition planning for endurance athletes. Calculates carb, sodium and flu…
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| 47163 |
vault-mcp-server
Claim
Turns any folder of Markdown files into a searchable, structured knowledge base…
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| 47164 |
codegraph
Claim
Provides AI agents with a function-level dependency graph of the codebase throu…
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| 47165 |
veragent-mcp
Claim
Enables checking trust of MCP tools before installation, listing trusted tools,…
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| 47166 |
blop
Claim
MCP-native release confidence control plane that turns browser execution into a…
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| 47167 |
careflow-mcp
Claim
Enables Claude and other AI assistants to trigger HIPAA-compliant patient task …
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| 47168 |
Vietnam payments for AI agents — MoMo wallet QR, ATM, cards. Zero-setup sandbox…
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| 47169 |
switchyard
Claim
Routes coding tasks across multiple AI CLIs (Copilot, Claude Code, Gemini, etc.…
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| 47170 |
bergauf
Claim
Lets an LLM plan hikes anywhere in Switzerland by combining named routes, eleva…
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| 47171 |
Provides 10 financial data tools (market data, economic indicators, news, insid…
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| 47172 |
skim-mcp-server
Claim
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| 47173 |
Trello MCP Server
Claim
Enables AI assistants to interact with Trello boards, cards, lists, and more th…
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| 47174 |
Guild Wars 1 MCP
Claim
Read-only MCP server for public Guild Wars 1 sources (wiki, builds, YouTube, Re…
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| 47175 |
mcp
Claim
Deterministic Chakra UI code from your Shippp design files, straight into your …
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| 47176 |
geoanalisis-mcp
Claim
Enables reading and analysis of vector spatial data through Claude Desktop, sup…
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| 47177 |
mcp-threatfox
Claim
Enables searching for indicators of compromise from ThreatFox by file hash (MD5…
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| 47178 |
medicover-mcp
Claim
Enables AI agents to manage appointments on Medicover's Polish patient portal, …
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| 47179 |
3CX MCP Server
Claim
An MCP server that connects Claude to a 3CX Phone System (V20+), enabling user …
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| 47180 |
Enables AI models to interactively explore, analyze, and manage Salesforce orga…
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| 47181 |
contextgate
Claim
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| 47182 |
Provides comprehensive GraphQL introspection, filtering, and query/mutation exe…
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| 47183 |
diataxis-mcp-server
Claim
Enables agents to classify, audit, and plan documentation using the Diataxis fr…
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| 47184 |
self-improve
Claim
Captures user corrections and improvements during interactions, logs them, find…
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| 47185 |
ServiceNow MCP Server
Claim
A ServiceNow integration server for the Model Context Protocol that enables aut…
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| 47186 |
mcp_test
Claim
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| 47187 |
bragdoc-mcp
Claim
Helps capture professional achievements using the STAR method through iterative…
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| 47188 |
openai-usage-mcp
Claim
MCP server for querying OpenAI usage and cost data, including spend summaries, …
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| 47189 |
sarvam-mcp
Claim
A type-safe MCP server for the Sarvam AI API that enables chat, translation, tr…
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| 47190 |
RememberMe
Claim
Dual-mode tool providing long-term memory management for Claude Code and MCP cl…
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| 47191 |
SEO Content Analysis MCP
Claim
Enables Claude to perform full SEO audits on unpublished HTML, Markdown, or Wor…
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| 47192 |
An MCP server for AI agents to purchase resources via Stellar testnet USDC, han…
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| 47193 |
Automates the React Native Upgrade Helper website to extract upgrade informatio…
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| 47194 |
memscope-mcp
Claim
Enables AI agents to perform low-level Windows process memory research, includi…
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| 47195 |
GoldenMatch
Claim
Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 o…
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| 47196 |
codepet-mcp-server
Claim
A local MCP server that captures coding context, tracks developer sessions, and…
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| 47197 |
drawio-mcp
Claim
Enables AI assistants to create, read, and edit draw.io diagrams with live prev…
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| 47198 |
duckduckgo-mcp-server
Claim
This is a TypeScript-based MCP server that provides DuckDuckGo search functiona…
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| 47199 |
MCP-IPFS
Claim
A Model Context Protocol server that enables Claude to interact directly with I…
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| 47200 |
Netmiko MCP Server
Claim
Enables management of network devices via SSH using Netmiko, supporting command…
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