MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40151 |
altr-mcp-server
Claim
MCP server for ALTR data security: databases, tags, policies, classification, a…
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| 40152 |
claudit
Claim
Enables searching over 20,000+ smart contract audit findings from Solodit, with…
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| 40153 |
debtfree
Claim
Debt payoff calculator: snowball vs avalanche, minimum payment trap, extra-paym…
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| 40154 |
Exposes Cisco Catalyst SD-WAN Manager (vManage) REST API as MCP tools, enabling…
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| 40155 |
GoodNotes MCP Server
Claim
Enables reading and searching handwritten notes from GoodNotes on macOS, provid…
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| 40156 |
Memos MCP Server
Claim
MCP server for creating, listing, updating, deleting memos, and managing attach…
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| 40157 |
UK tool shop: search, prices ex/inc VAT, stock, delivery, order tracking and ba…
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| 40158 |
EasyDocForms
Claim
Healthcare intake for agents: import blank PDFs, create patient fill links, fet…
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| 40159 |
nable
Claim
Local-first FinOps copilot: ask AWS, Azure, GCP and SaaS cost questions in your…
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| 40160 |
uniboh
Claim
MCP server for University of Bologna services, enabling access to Virtuale, tim…
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| 40161 |
denialbot
Claim
Insurance denial code lookup, appeal letter generation, and denial analysis for…
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| 40162 |
aws-security-mcp
Claim
A Model Context Protocol (MCP) server that enables AI assistants to perform com…
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| 40163 |
Agent Storefront
Claim
Let your AI agent run a real store: checkout, orders, refunds, shipping and sup…
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| 40164 |
Gives AI agents persistent memory with bi-temporal tracking, automatically extr…
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| 40165 |
Enables searching and analyzing Facebook's public ads library to see what compa…
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| 40166 |
cy-excel-mcp
Claim
Parses WeChat order messages, merges follow-up updates, and writes structured o…
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| 40167 |
gemini-mcp
Claim
Generate and edit images with Google Gemini (Nano Banana / Nano Banana Pro) ima…
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| 40168 |
fortytwo-guide
Claim
A semantic-memory MCP server that stores text 'memories' with provenance and en…
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| 40169 |
Africa Data Bank
Claim
Trusted African data, provenance, citations, and catalog search for AI agents.
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| 40170 |
Finance Agent MCP Server
Claim
MCP server for personal finance management and investment tracking with real-ti…
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| 40171 |
cursor-chats-bridge
Claim
Read-only bridge between Claude Code and Cursor on Windows. Exposes Cursor's lo…
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| 40172 |
mcp-guardian
Claim
Security and governance proxy for MCP infrastructure. Enforces YAML-configurabl…
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| 40173 |
e-Stat MCP server
Claim
MCP server for accessing Japanese government statistics portal 'e-Stat' API, en…
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| 40174 |
AgentPM
Claim
A planning and orchestration system for AI-driven software development that int…
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| 40175 |
Odoo MCP Server
Claim
Enables AI assistants to interact with Odoo ERP systems through XML-RPC integra…
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| 40176 |
PostgreSQL MCP Server
Claim
Full-featured MCP server that exposes 36 tools for interacting with PostgreSQL …
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| 40177 |
web-automation-mcp
Claim
An MCP server that enables Claude Code CLI to interact with Cloud Desktop, Chat…
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| 40178 |
TikTok Ads MCP
Claim
A read-only MCP server that provides comprehensive access to the TikTok Busines…
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| 40179 |
Screen names against OFAC, EU, UK, UN sanctions lists; resolve entities via GLE…
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| 40180 |
mcp-server-demo
Claim
Exposes database and external API tools via the Model Context Protocol, enablin…
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| 40181 |
An MCP server implementation that enables generation of Google Ads content thro…
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| 40182 |
MCP Inventory Manager
Claim
An AI-powered inventory management system with a natural language interface, en…
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| 40183 |
Athena
Claim
A project-aware, capability-driven advisory framework for AI coding assistants,…
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| 40184 |
Enables AI image generation, editing, and upscaling via Google Gemini and Image…
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| 40185 |
yt-mcp
Claim
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| 40186 |
Kirok
Claim
Provides persistent, searchable memory for AI agents, enabling them to retain, …
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| 40187 |
seven-mcp
Claim
MCP server for the seven.io API, enabling SMS, voice, RCS messaging, and accoun…
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| 40188 |
fast-bitrix24-mcp
Claim
MCP server for interacting with Bitrix24 REST API, enabling CRUD operations on …
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| 40189 |
SQL Server MCP
Claim
An MCP server that connects AI assistants to Microsoft SQL Server databases, en…
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| 40190 |
Atlassian Attachments
Claim
MCP server for downloading Jira and Confluence Cloud attachments by attachment …
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| 40191 |
Exnos
Claim
Live browser-state verification for AI coding agents. Provides real-time state …
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| 40192 |
Claude Code Explorer MCP
Claim
Explore the Claude Code CLI source — browse tools, commands, search code, and m…
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| 40193 |
mcpgatewaydesk-mcp
Claim
A paid remote MCP for AI SDK MCP gateway registry, built to return verdicts, re…
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| 40194 |
UnifAPI
Claim
Hosted MCP server for live public-data APIs and Skills for AI agents.
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| 40195 |
mcp-fsolar
Claim
MCP server that connects to Felicity Solar cloud battery data, allowing natural…
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| 40196 |
mcp_music_server
Claim
MCP server that enables LLMs to search, play, and manage music from multiple pl…
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| 40197 |
Doodleworks MCP
Claim
Hand-drawn explainer illustrations in your AI host, via an MCP App with an inte…
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| 40198 |
treesitter-mcp
Claim
An MCP server and CLI that uses Tree-sitter to parse and analyze code.
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| 40199 |
RenderMark
Claim
Markdown to styled HTML, PDF, DOCX, and slides with themes, diagrams, and math.
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| 40200 |
dynamic-context-mcp
Claim
A Model Context Protocol (MCP) server that injects 'Just-in-Time' context into …
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