MCP Server Quality Scores
Independent quality analysis of 64636 public MCP servers
Last updated 2 hours, 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36151 |
graphdo-ts
Claim
Enables AI agents to send emails and manage tasks in Microsoft To Do with scope…
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| 36152 |
jorkal-nft-mcp
Claim
Solana NFT market data from Magic Eden — floor prices, cheapest listings, colle…
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| 36153 |
An MCP server for financial analysis that provides real-time and historical sto…
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| 36154 |
SQLGenius
Claim
SQLGenius is an MCP server that enables natural language querying of BigQuery d…
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| 36155 |
notebooklm-mcp
Claim
Enables AI assistants to programmatically interact with Google NotebookLM, allo…
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| 36156 |
MCP MediaCrea
Claim
Enables image generation, editing, and blending using Gemini 2.5 Flash capabili…
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| 36157 |
sumo-qa
Claim
An MCP server that brings senior-QA discipline to AI coding assistants, enablin…
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| 36158 |
Retrograde MCP
Claim
A Model Context Protocol server that provides real astronomical data (planetary…
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| 36159 |
Query SEC EDGAR for company filings, financial data, and executive disclosures.…
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| 36160 |
mcp-semgrep-scanner
Claim
Run Semgrep static analysis from an AI agent. OWASP top 10, secrets detection, …
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| 36161 |
funding-mcp
Claim
Multi-venue perpetual funding-rate data & cross-exchange funding arbitrage acro…
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| 36162 |
Morocco Open Data MCP
Claim
Provides unified access to Moroccan government data, financial markets, geograp…
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| 36163 |
hotelai
Claim
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| 36164 |
airc-mcp
Claim
Connect Claude Code to other AI agents for messaging, registration, presence, a…
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| 36165 |
jamie-mcp
Claim
Enables Claude to interact with Jamie AI meeting assistant: list meetings, read…
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| 36166 |
Memoreei
Claim
An open-source MCP server that gives AI assistants a searchable memory of your …
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| 36167 |
groupdocs-annotation-mcp
Claim
MCP server for GroupDocs.Annotation — add, list, update, remove document annota…
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| 36168 |
Connects the 1001 Albums Generator dataset to AI assistants, enabling natural l…
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| 36169 |
dwf-analyzer-mcp
Claim
An MCP server for analyzing DWF files using Amazon Bedrock's Nova Pro model, en…
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| 36170 |
comfyui-mcp
Claim
MCP server exposing a local (or LAN) ComfyUI instance's HTTP API as tools, so a…
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| 36171 |
fallnet-mcp
Claim
Exposes a sovereign peer-to-peer mesh (WebRTC + BroadcastChannel) to any MCP cl…
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| 36172 |
AIConductor
Claim
Orchestrates multi-stakeholder feature refinement and development execution wor…
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| 36173 |
mcp-server-demo
Claim
Exposes database and external API tools via the Model Context Protocol, enablin…
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| 36174 |
mcp-zen
Claim
Lets MCP clients control a live Zen/Firefox browser to navigate, click, fill fo…
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| 36175 |
MCP Template
Claim
A boilerplate for building FastMCP servers, providing a basic setup for testing…
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| 36176 |
mcp-hub
Claim
Single gateway that aggregates dozens of upstream MCP servers, enabling AI clie…
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| 36177 |
CL Razorpay MCP Server
Claim
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
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| 36178 |
golf-reports
Claim
Pulls golf data from Arccos, GHIN, and 18Birdies, and generates interactive HTM…
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| 36179 |
legal-mcp
Claim
A remotely callable MCP server for US legal research that provides tools to sea…
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| 36180 |
Socials MCP
Claim
Enables Claude to perform actions on X, LinkedIn, and Reddit through a browser …
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| 36181 |
AI agent skills for building, operating and troubleshooting Apache Kafka applic…
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| 36182 |
Rizerve MCP Server
Claim
MCP server for the Rizerve direct booking platform. Enables managing properties…
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| 36183 |
Poi MCP Server
Claim
Exposes Poi's external APIs (file upload/download, commenting, license key issu…
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| 36184 |
Rezi Resume MCP
Claim
Rezi MCP lets you connect your Rezi account to AI tools like Claude, Codex, and…
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| 36185 |
chrome-bridge
Claim
Provides a direct bridge between Claude and an authenticated Chrome session, en…
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| 36186 |
MCP WebResearch
Claim
An AI-ready MCP server that performs intelligent web searches using SearxNG and…
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| 36187 |
UI Debugger MCP
Claim
Enables AI agents to autonomously debug UIs by delegating high-level stories to…
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| 36188 |
MCP-Data-Analysis-Server
Claim
Provides comprehensive data analysis utilities including statistical functions,…
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| 36189 |
hide1
Claim
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| 36190 |
krx-cli
Claim
Enables AI agents to query real-time and historical Korean stock market data fr…
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| 36191 |
Enables querying Portuguese cybersecurity regulations, guidance, advisories, an…
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| 36192 |
A template repository for bootstrapping Model Context Protocol (MCP) servers wi…
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| 36193 |
timetta-mcp
Claim
MCP server that exposes the Timetta OData API as a universal query gateway, all…
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| 36194 |
Mnemosyne
Claim
Provides persistent memory for LLM applications, enabling AI assistants to reme…
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| 36195 |
claude-presence
Claim
Minimal MCP server for inter-session coordination between parallel Claude Code …
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| 36196 |
Find current information across major search engines and extract web pages into…
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| 36197 |
helldivers2-mcp
Claim
Provides live Helldivers 2 galactic war data including war status, major orders…
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| 36198 |
sift-mcp
Claim
Read-only MCP server that exposes deterministic NTFS timestomp detection tools …
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| 36199 |
Pingera MCP Server
Claim
A Model Context Protocol (MCP) server for the Pingera monitoring service, provi…
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| 36200 |
drawio-mcp
Claim
Enables AI assistants to generate professional UML diagrams (class, use case, a…
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