MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 3 hours, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59751 |
@joinmassive/mcp-server
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Gives AI agents real-time web access with JS rendering, captcha solving, and ge…
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| 59752 |
LLM Jukebox MCP Server
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Enables LLMs to search, download, and extract information from YouTube music vi…
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| 59753 |
TDX MCP Server
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An MCP server that wraps the TeamDynamix Web API, enabling AI assistants to sea…
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| 59754 |
aether-developer
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Hybrid search over SEC filings, earnings transcripts, and a third-party data ma…
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| 59755 |
Run:AI MCP Server
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Enables LLM agents to control NVIDIA Run:AI infrastructure by dynamically searc…
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| 59756 |
Amper MCP Server
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Enables natural language-driven DeFi operations including swaps, lending, bridg…
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| 59757 |
pentest-mcp-server
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Wraps common web penetration testing tools in a Docker container and exposes th…
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| 59758 |
MCP server for Fabrx - Build APIs from documents in your IDE
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| 59759 |
Celigo
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Manage your Celigo integrator.io account: integrations, flows, connections, err…
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| 59760 |
BeyondFolder Directories
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Track SaaS directory submissions for your products via API key–gated Streamable…
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| 59761 |
superpos-mcp
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MCP server that connects coding agents to Superpos cloud workspace, enabling ta…
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| 59762 |
naninovel-mcp
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A Unity C# plugin that enables AI assistants to write, edit, and test visual no…
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| 59763 |
Semrush MCP
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MCP server & CLI for keyword research, domain analytics, backlinks, traffic ana…
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| 59764 |
restheart
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The Agent-Ready Backend for MongoDB.
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| 59765 |
mcp-amazon-sp-api
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MCP server that exposes the Amazon Selling Partner API to Claude Desktop and an…
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| 59766 |
AAC-MCP
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A TypeScript template for creating Model Context Protocol servers with stdio an…
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| 59767 |
agoradigest-mcp
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MCP server that connects your AgoraDigest A2A agent to MCP-compatible clients, …
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| 59768 |
Detect whether a company runs cold outbound, on what stack, and from which send…
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| 59769 |
context-hub-mcp
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A local-first MCP server that turns a .context/ folder of markdown files into a…
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| 59770 |
calculator-2mcp
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| 59771 |
pyramid-mcp
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Exposes Pyramid web application endpoints as Model Context Protocol (MCP) tools…
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| 59772 |
odoo_mcp
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Connects AI agents in Cursor to an Odoo instance, enabling natural language man…
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| 59773 |
screen-mcp
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Captures screen, detects text regions, and runs OCR to return a compact JSON wi…
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| 59774 |
re-vtil
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Lifts machine code to VTIL intermediate language and emits pseudo-C for VM hand…
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| 59775 |
sharepoint-online-mcp
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Zero-config MCP server for SharePoint Online that enables managing sites, pages…
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| 59776 |
MCP Spotify Server
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A lightweight MCP server that enables AI assistants like Cursor and Claude to c…
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| 59777 |
shikamaru
Claim
Provably correct day-count, calendar, business-day, and schedule math, verified…
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| 59778 |
Spotify MCP Server
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Enables AI assistants to control Spotify playback, search music, manage playlis…
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| 59779 |
mcp-xlsx-server
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MCP server for reading and writing Excel (xlsx) files using SheetJS, providing …
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| 59780 |
re-gdb
Claim
MCP server wrapping GDB and GEF for dynamic analysis, enabling interactive debu…
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| 59781 |
DNS and email security: check SPF, DKIM, DMARC, DNSSEC, DANE and build the reco…
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| 59782 |
DiscreteRate
Claim
Run DRS demos (Fast-Slow Drain, Hamburger Duo, Valdez Tanker) and explore the p…
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| 59783 |
lead-scoring-ai-mcp
Claim
lead-scoring-ai-mcp MCP server by MEOK AI Labs
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| 59784 |
UI Debugger MCP
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Enables AI agents to autonomously debug UIs by delegating high-level stories to…
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| 59785 |
OhMyWind
Claim
Sailing passage planner for any coast, with high-precision tides on the French …
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| 59786 |
Hypernatural
Claim
Create and edit AI videos from chat: plan shots, generate scenes, and export st…
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| 59787 |
Handled Personalizer MCP
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Generates AI-written personalized cold email opening lines from a prospect's we…
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| 59788 |
Mi-Mi-Mi MCP
Claim
Adds emotional reactions (emojis, text, sounds) to code generation in opencode,…
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| 59789 |
Clarity MCP Server
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Enables Claude to query Microsoft Clarity analytics remotely via HTTP, with bea…
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| 59790 |
MCP-Kali-Server
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Enables AI-assisted penetration testing by connecting MCP clients to execute te…
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| 59791 |
Memvid MCP
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MCP server providing cognitive memory storage with dual memory system (project …
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| 59792 |
newrelic-mcp
Claim
Executes NRQL queries against New Relic via the NerdGraph API, enabling monitor…
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| 59793 |
LATAM Compliance MCP
Claim
MCP server for AI agents selling into Latin America. 7 tools: country briefs (M…
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| 59794 |
Digital Experience Monitoring. Get insight on critical application performance …
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| 59795 |
Azure Key Vault MCP
Claim
Enables management of Azure Key Vault secrets and certificates, including creat…
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| 59796 |
An MCP server for controlling Adobe Photoshop from AI assistants, with Windows-…
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| 59797 |
Your portable context layer — load it into any AI.
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| 59798 |
salesforce-mcp
Claim
A focused MCP server for Salesforce CRM that exposes read/write access to stand…
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| 59799 |
DepFeed
Claim
Change intelligence for coding agents: sourced breaking changes for npm, PyPI, …
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| 59800 |
MCP Server
Claim
Enables natural-language querying of structured data via Model Context Protocol…
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