MCP Server Quality Scores
Independent quality analysis of 57160 public MCP servers
Last updated 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55851 |
StarSeeker MCP
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A powerful MCP server that helps you discover relevant repositories from your o…
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| 55852 |
Fillout.io MCP Server
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Enables form management, response handling, and analytics through the Fillout.i…
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| 55853 |
JS Reverse Strong MCP
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Standardizes front-end JavaScript reverse engineering workflows by providing to…
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| 55854 |
Directory of US clearinghouse/payer APIs (Availity, Optum, Waystar) with pricin…
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| 55855 |
TimeIQ MCP Server
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A production-ready, fully anonymized Model Context Protocol (MCP) server for Ti…
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| 55856 |
PlexMCP
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An MCP server for Plex Media Server that enables natural language interaction w…
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| 55857 |
ServiceNow MCP Server
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Connects Microsoft Copilot Studio to ServiceNow Service Catalog, enabling users…
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| 55858 |
litejira-mcp
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A client-side MCP server that enables AI assistants to interact with the LiteJi…
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| 55859 |
PingCode MCP
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Enables natural language reading and management of PingCode project work items …
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| 55860 |
Find and research people across LinkedIn, Instagram, and the open web. Search w…
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| 55861 |
Confident AI
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Connects AI-powered tools to the Confident AI platform for evaluating, observin…
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| 55862 |
Yahoo Mail MCP Server
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Enables LLMs to read, search, and send emails through Yahoo Mail using secure O…
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| 55863 |
Shark-no-Kari
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Remote MCP server for web scraping with anti-bot evasion. Provides stealth HTTP…
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| 55864 |
Guardpost MCP Server
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Runtime agent firewall for PII redaction, rate limits, and policy enforcement, …
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| 55865 |
aegis
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MCP server for auditing AI agent permissions and access by scanning for the tri…
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| 55866 |
PDF Reader
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MCP server for extracting text, images, tables, links, annotations, and metadat…
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| 55867 |
skillhub
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Enables AI agents to scan codebases for TODO/FIXME/XXX patterns and get priorit…
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| 55868 |
random-agent
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Enables multi-worker autonomous agent orchestration: decompose complex tasks, r…
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| 55869 |
polymarket-mcp
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A read-only MCP server exposing Polymarket's public prediction-market data. Sea…
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| 55870 |
@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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| 55871 |
upsprint-mcp
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Enables AI models to interact with the Upsprints API for managing users, compan…
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| 55872 |
airflow-unfactor
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An MCP server that converts Apache Airflow DAGs into Prefect flows. It provides…
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| 55873 |
TDPilot
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An MCP server for TouchDesigner that lets AI agents inspect, build, wire, optim…
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| 55874 |
Apache Beam MCP Server
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Enables AI-controlled management of Apache Beam data pipelines across different…
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| 55875 |
content-repurposer
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Repurpose content into Twitter threads, LinkedIn posts, Substack notes, email, …
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| 55876 |
mcp-catalogueoflife
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Enables queries about global taxonomic data, including scientific name matching…
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| 55877 |
The immutable delegation frame for AI agents: gate any sensitive action, human-…
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| 55878 |
An MCP server that delivers various joke types (Chuck Norris, Dad jokes, etc.) …
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| 55879 |
Amazon Cart MCP Server
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Enables AI assistants to interact with your personal Amazon cart through browse…
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| 55880 |
agentmailrooms-mcp
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A paid remote MCP for OpenAI Codex agent coordination MCP, built to return verd…
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| 55881 |
Leads of businesses that just legally need commercial insurance: new FMCSA auth…
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| 55882 |
zatca-mcp
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An AI-native MCP server for Saudi e-invoicing that generates ZATCA-compliant in…
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| 55883 |
NetSuite MCP Server
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A Model Context Protocol (MCP) server providing access to NetSuite data through…
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| 55884 |
myai-mcp
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Decentralized AI inference on Base: OpenAI-compatible chat via community GPUs, …
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| 55885 |
lldb-mcp-server
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An MCP server that exposes LLDB debugging capabilities, enabling AI-assisted in…
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| 55886 |
mcp
Claim
AI coding context for Claude Code, Cursor, and Codex. Path-scoped team memories…
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| 55887 |
Elgato MCP Server
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Bridges AI assistants with Elgato apps via IPC, enabling dynamic tool discovery…
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| 55888 |
MCP server for AL Object ID management in Microsoft Dynamics 365 Business Centr…
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| 55889 |
Vee3
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Vee3 connects coding agents to a hosted catalog of live data and action tools t…
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| 55890 |
juniper-mist-mcp
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MCP server for managing Juniper Mist networks with AI assistants. Monitor, trou…
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| 55891 |
drishti
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Indian media intelligence — bilingual sentiment, Tier 1 credibility, story clus…
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| 55892 |
mcp-codebase-oracle
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Analyzes software projects to extract architecture, build dependency graphs, an…
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| 55893 |
tractive-mcp
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Enables AI assistants to query your pet's location, tracker status, position hi…
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| 55894 |
housecallpro-mcp
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MCP server for Housecall Pro, providing 5 tools for AI agents to register custo…
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| 55895 |
sap_analytics_cloud_mcp
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Enables interaction with SAP Analytics Cloud through an MCP server, exposing 90…
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| 55896 |
Memento
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Memento is a local-first, open-source MCP middleware that gives AI agents persi…
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| 55897 |
ROS 2 MCP Server
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A Model Context Protocol server for ROS 2, enabling AI assistants to introspect…
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| 55898 |
Builder-Proj-MCP Server
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A unified MCP server for scaffolding project structures across multiple framewo…
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| 55899 |
holiday-photo-plus
Claim
Show holiday photos from Vercel Blob inline in Claude chats.
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| 55900 |
MCP Database Bridge
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A secure, read-only MCP server that empowers Claude Desktop and AI agents to sa…
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