MCP Server Quality Scores
Independent quality analysis of 66455 public MCP servers
Last updated 3 minutes ago
Grade Distribution
Score Distribution
Newly Added
Free Official Data Samples, Provenance, Aggregations & Insights Atlas Red mind maps Untangle AgentNative: Public Data, Government Datasets, Federal Statistics & Official Records PumpX| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 61851 |
VibeOps MCP
Claim
Enforces structured product development through contract-based validation of mo…
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| 61852 |
stock-analyzer-mcp
Claim
85 tools for Taiwan + US stock-market analysis — quotes, three major institutio…
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| 61853 |
The MCP server for Divine API's Indian Astrology services, allowing AI assistan…
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| 61854 |
tractive-mcp
Claim
Enables AI assistants to query your pet's location, tracker status, position hi…
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| 61855 |
Kawaiidra MCP
Claim
MCP server that integrates Ghidra for binary analysis, enabling decompilation, …
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| 61856 |
memoraeu
Claim
MemoraEU gives your AI a persistent, encrypted memory — sovereign, zero-knowled…
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| 61857 |
ga4-viz
Claim
Enables interactive Google Analytics 4 visualizations inside Claude conversatio…
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| 61858 |
voikko-mcp
Claim
Finnish language verification MCP server providing spell checking, grammar chec…
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| 61859 |
Keenable MCP
Claim
MCP server for live web search and clean-markdown page fetch over the Keenable …
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| 61860 |
brainrot
Claim
An MCP server that enables AI assistants to automatically generate vertical 'br…
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| 61861 |
Solibri MCP Server
Claim
Enables remote automation of Solibri Office tasks including model checking, qua…
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| 61862 |
DataCheck
Claim
Multi-dimensional data quality validation and statistical anomaly detection for…
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| 61863 |
MCP server for the Runway Aleph model line. Enables creating edit video tasks, …
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| 61864 |
mcp_poc
Claim
A PDF-to-Markdown converter built with the Model-View-Controller (MVC) pattern …
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| 61865 |
Enables AI assistants to control a browser through a set of tools, allowing the…
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| 61866 |
SecondBrain MCP
Claim
Provides a read-only semantic layer over an Obsidian vault, enabling queries ab…
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| 61867 |
SolSentry MCP
Claim
Provides post-deploy Solana threat intelligence, enabling AI agents to check op…
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| 61868 |
Smithery Scaffold
Claim
Provide a scaffold for building MCP servers with ease. Enable rapid development…
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| 61869 |
knowledge-server
Claim
Enables LLMs to search and retrieve information from large technical documentat…
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| 61870 |
DataMammoth MCP Server
Claim
A Model Context Protocol (MCP) server that lets AI assistants manage DataMammot…
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| 61871 |
Enables face detection and recognition in Agentic AI workflows using Azure Face…
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| 61872 |
Spotify MCP Server
Claim
A Model Context Protocol (MCP) server that provides Spotify integration, allowi…
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| 61873 |
Grype MCP Server
Claim
Enables AI assistants to perform vulnerability scanning using Grype, supporting…
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| 61874 |
Agent Kanban
Claim
An AI-native kanban board MCP server where agents pull tasks via the Model Cont…
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| 61875 |
terminal-bridge-mcp
Claim
An MCP server that bridges AI assistants to real terminal sessions, enabling cr…
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| 61876 |
airtable-plus-mcp-server
Claim
Extends Airtable MCP server with full CRUD, bulk import/upsert, data analysis, …
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| 61877 |
The Cirra AI MCP server provides comprehensive Salesforce administration and da…
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| 61878 |
Supabase MCP Server
Claim
A production-ready MCP server providing AI assistants with intelligent Supabase…
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| 61879 |
superego-mcp
Claim
Superego MCP is an intelligent tool-call review system for AI agents that provi…
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| 61880 |
chatlab-mcp
Claim
Enables AI assistants to query local ChatLab chat history using natural languag…
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| 61881 |
A Model Context Protocol server that helps users migrate subscription businesse…
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| 61882 |
WordPress MCP Safe
Claim
A safe MCP server for WordPress staging that enables reading content, creating …
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| 61883 |
arxiv-mcp
Claim
Converts arXiv academic papers to Markdown format and provides tools for extrac…
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| 61884 |
paper-fetch-mcp
Claim
MCP server that turns DOI, URL, or paper titles into structured Markdown full-t…
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| 61885 |
mcp-sandboxed-git-gh-cli
Claim
Runs git and GitHub CLI commands outside the macOS sandbox to bypass sandbox re…
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| 61886 |
travel-mcp-server
Claim
AI-powered travel search exposing flights, hotels, and weather as MCP tools, wi…
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| 61887 |
Google Ads Gateway MCP
Claim
A Codex MCP server that wraps the Google Ads Gateway Worker to provide list_acc…
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| 61888 |
Android DevTools MCP
Claim
Enables an agent to inspect and interact with Android emulators or physical dev…
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| 61889 |
opennms-mcp
Claim
Connects Claude to OpenNMS, allowing plain language interaction with alarms, no…
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| 61890 |
nanoboy-social-mcp
Claim
MCP server for Instagram growth in LATAM, enabling automated DM flows, comment …
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| 61891 |
inbox-mcp
Claim
A privacy-first MCP server for inbox triage, enabling masked email reading, cal…
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| 61892 |
garoon-mcp-server
Claim
Official local MCP server for Garoon, enabling AI assistants to interact with t…
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| 61893 |
Chosun MCP
Claim
MCP server for querying Chosun University portal, CLC/e-Class, and OJ systems, …
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| 61894 |
l324
Claim
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| 61895 |
lighthouse-mcp
Claim
MCP server for managing Tencent Cloud Lighthouse servers, enabling natural lang…
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| 61896 |
context-hub-mcp
Claim
A local-first MCP server that turns a .context/ folder of markdown files into a…
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| 61897 |
LinkedIn MCP Server
Claim
Enables Claude to interact with LinkedIn for posting, commenting, sharing media…
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| 61898 |
datto-bcdr-mcp
Claim
An MCP server for Datto BCDR (Business Continuity and Disaster Recovery), enabl…
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| 61899 |
Local Events Finder
Claim
Connects Claude to the Ticketmaster API to let users discover local events by c…
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| 61900 |
MySQL MCP Server
Claim
Enables schema introspection and safe read-only queries on MySQL databases, sup…
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