MCP Server Quality Scores
Independent quality analysis of 69182 public MCP servers
Last updated 4 hours, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51801 |
ottoauthMCP
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Standalone MCP server that proxies tool calls to Ottoauth HTTP endpoints, enabl…
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| 51802 |
ClawMem MCP Server
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Enables AI agents to maintain persistent, local memory with retrieval-augmented…
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| 51803 |
@cloud9-labs/mcp-slack
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MCP server for Slack API integration with 14 tools for messaging and channel ma…
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| 51804 |
Helios
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MCP server that securely reviews AI-generated code for vulnerabilities such as …
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| 51805 |
local-code-intel-mcp
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Provides code intelligence by indexing source code into SQLite and offering MCP…
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| 51806 |
Twitter Marketing MCP
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Enables Twitter/X marketing automation, including tweet search, account analysi…
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| 51807 |
RSSHub MCP Server
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A Model Context Protocol server for RSSHub that enables AI assistants to access…
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| 51808 |
mcp-ssh-tmux
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A high-performance MCP server that manages persistent SSH sessions via a local …
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| 51809 |
Novada Proxy
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Enables AI agents to route HTTP requests through millions of real residential I…
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| 51810 |
housecallpro-mcp
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MCP server for Housecall Pro, providing 5 tools for AI agents to register custo…
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| 51811 |
Google Ads MCP Server
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Enables interaction with Google Ads data via Claude Desktop, providing tools fo…
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| 51812 |
Docker MCP Server
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Provides Docker management tools for Claude Code, enabling container, image, ne…
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| 51813 |
Enables web search via Tavily API, dice rolling, and marketing/company news ret…
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| 51814 |
Codinfy MCP
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MCP server that connects AI agents to Codinfy platform APIs for validating lice…
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| 51815 |
figma-mcp
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Enables AI coding agents to access Figma files and prototypes, allowing them to…
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| 51816 |
NFT metadata lookup API for AI agents. Get name, image URL, attributes, descrip…
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| 51817 |
Twenty MCP Server
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Enables integration with Twenty CRM, allowing users to manage contacts, tasks, …
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| 51818 |
codebase-memory
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Provides persistent memory for AI coding agents through the Model Context Proto…
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| 51819 |
Enables AI assistants to manage Dynamics 365 Business Central environments thro…
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| 51820 |
memory-lancedb-mcp
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Enables AI agents to store and recall persistent long-term memories across sess…
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| 51821 |
mcp-playwright
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Enables browser automation for AI assistants via Playwright, supporting multipl…
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| 51822 |
mailverdict
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Keyless email checks: disposable, role, and free-provider detection, MX, and ty…
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| 51823 |
GeoNode MCP
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MCP server for GeoNode 4.x and 5.x, enabling search, management, and configurat…
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| 51824 |
fsext-mcp-server-java
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A full-featured secure MCP server for local file system operations, with built-…
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| 51825 |
Provides access to Hong Kong financial data like business registrations, mortga…
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| 51826 |
strava-mcp
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Enables full integration with Strava API v3 for managing activities, athletes, …
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| 51827 |
A Model Context Protocol server that provides access to messages from an extern…
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| 51828 |
mayan-relationship-mcp
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Fetches Mayan zodiac signs from mymayansign.com and generates relationship comp…
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| 51829 |
juscraper-mcp
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Public MCP server for querying Brazilian court jurisprudence, processes, and co…
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| 51830 |
genaispanmapper-mcp
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Remote MCP for GenAI span mapping, provider normalization, dashboard schemas, a…
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| 51831 |
google-ads-mcp
Claim
MCP server for Google Ads campaign reporting and management via Claude, enablin…
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| 51832 |
Enables web search via Azure OpenAI Responses API with the web_search_preview t…
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| 51833 |
duggai-messages
Claim
Local-first WhatsApp and iMessage memory for AI coding agents. It provides MCP …
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| 51834 |
MCP Packet Tracer
Claim
Connects Claude with Cisco Packet Tracer 9.x to control network topologies, con…
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| 51835 |
SSH MCP Server
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Enables AI tools to manage SSH connections, execute commands, transfer files, a…
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| 51836 |
calibre-library-mcp
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A local stdio MCP server that enables AI tools to search a self-hosted Calibre …
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| 51837 |
Hostsmith MCP Server
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Enables AI agents to deploy static files and get live HTTPS URLs instantly, wit…
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| 51838 |
QC Database MCP Server
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Enables AI assistants to perform QC Database tasks such as uploading records, m…
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| 51839 |
Arcane MCP
Claim
Enables AI assistants to manage Docker containers, images, volumes, networks, a…
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| 51840 |
agent-coord
Claim
A zero-dependency MCP server that allows multiple coding agents to coordinate w…
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| 51841 |
Enables Claude to search, analyze, and provide detailed information about gambl…
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| 51842 |
mcp-gateway
Claim
Aggregates tools from multiple MCP servers with unified BM25/regex search and d…
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| 51843 |
Jira MCP Server
Claim
A server that exposes Jira Cloud operations as MCP tools, enabling programmatic…
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| 51844 |
pokeclaw
Claim
Enables MCP clients to spawn and control Codex CLI and Claude Code sessions on …
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| 51845 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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| 51846 |
SentinelAI MCP Server
Claim
Enables secure enterprise AI agents to access internal tools like GitHub, Gmail…
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| 51847 |
apple-photos-mcp
Claim
Enables AI assistants to query and export from the macOS Apple Photos library u…
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| 51848 |
nim-mcp
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Enables interaction with NIM Labs project tracking through a standardized MCP i…
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| 51849 |
Zentao MCP Server
Claim
An MCP server that integrates with Zentao API to provide tools for accessing ta…
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| 51850 |
mcp-server-wise
Claim
Wise Personal API: profiles, balances, multi-currency rates, transfers, recipie…
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