MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 11 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47801 |
poly-observability-mcp
Claim
Unified MCP server for observability and monitoring, providing tools to query m…
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| 47802 |
seedance-2-mcp
Claim
Exposes Volcengine ARK Seedance 2.0 video generation capabilities via MCP tools…
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| 47803 |
mou-mcp-server
Claim
Provides SEO, WPO, and Asana project management tools for enhancing interaction…
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| 47804 |
sovereign-stack
Claim
An MCP server providing 82 tools for persistent memory, governance, and conscio…
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| 47805 |
MCP server that fetches Weibo hot search trends. Supports Stdio, SSE, and Strea…
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| 47806 |
tasker
Claim
Enables AI agents to manage hierarchical tasks and stories stored as Markdown f…
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| 47807 |
minimax-llm-mcp
Claim
Exposes the MiniMax M3 LLM API to MCP-compatible clients, enabling chat complet…
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| 47808 |
interactive-edtech-mcp
Claim
MCP server suite that lets coding agents generate deep instructional content fr…
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| 47809 |
fund-mcp
Claim
Search stock information, list knowledge base entries, and echo messages for qu…
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| 47810 |
giphy-mcp-server
Claim
Provides tools to search, get trending, random, and translate GIFs using the Gi…
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| 47811 |
zerodha-claude-mcp
Claim
Enables AI models to interact with the Zerodha trading platform for portfolio m…
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| 47812 |
Kawaiidra MCP
Claim
MCP server that integrates Ghidra for binary analysis, enabling decompilation, …
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| 47813 |
Memanto MCP
Claim
MEMANTO is a memory agent. It remembers, recalls, and answers - so your agents …
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| 47814 |
UCP Server
Claim
Self-hosted server that generates and serves Universal Context Packages (UCP) t…
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| 47815 |
david-mcp6
Claim
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| 47816 |
resp-mcp
Claim
SERP-free scholarly search MCP server that queries academic sources like arXiv,…
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| 47817 |
Geekflare
Claim
Geekflare MCP server connects your AI agents to the live web for scraping, sear…
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| 47818 |
Enables natural language quantum computing by converting English queries to qua…
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| 47819 |
astrograph
Claim
An MCP server that detects duplicate code using AST graph isomorphism, blocking…
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| 47820 |
Gmail MCP Server
Claim
Provides MCP clients with safe local access to read, search, and send Gmail mes…
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| 47821 |
Executive Copilot
Claim
Aggregates data from email, calendar, tasks, and documents to enable intelligen…
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| 47822 |
dify
Claim
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| 47823 |
RGM MCP Server
Claim
Enables Revenue Growth Management analysis for the Alco-Bev industry using NIQ …
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| 47824 |
pubnub-mcp
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| 47825 |
vrchat-udon-mcp
Claim
MCP server that provides UdonSharp development tools for VRChat by indexing and…
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| 47826 |
MCP SQLite Server
Claim
Query, explore, and manage SQLite databases through the Model Context Protocol.…
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| 47827 |
MCP server for Evocrawl — search, scrape, and interact with the web.
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| 47828 |
magic-api-mcp-server
Claim
Enables AI assistants to interact with Magic-API development environment, suppo…
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| 47829 |
EventTrader
Claim
Prediction markets with on-chain settlement — trade, score AI nativeness, clone…
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| 47830 |
octopilot-mcp
Claim
Model Context Protocol (MCP) server for Octopilot — enables AI agents to detect…
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| 47831 |
mcp-security-audit
Claim
Scans MCP servers, AI agent skills, and plugins for 68+ malicious patterns incl…
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| 47832 |
Huly MCP Server
Claim
Enables interaction with Huly workspaces via WebSocket API to manage projects a…
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| 47833 |
z-cli
Claim
Z-CLI provides NAS operations like file management, pool queries, search, and f…
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| 47834 |
patchright-mcp
Claim
Provides browser automation capabilities using Patchright, enabling LLMs to int…
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| 47835 |
DashWebMCP
Claim
Enables AI agents to interact with Dash dashboards by exposing them as MCP serv…
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| 47836 |
Zefix MCP Server
Claim
An MCP server for interacting with the Swiss Commercial Register via Zefix REST…
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| 47837 |
KumoRFM MCP Server
Claim
Enables AI assistants to query KumoRFM for predictive analytics on relational d…
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| 47838 |
octave-mcp
Claim
Enables Claude Code to run GNU Octave code for numerical computation, plotting,…
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| 47839 |
moa365-mcp-proxy
Claim
MCP proxy server for Moa365 AI budgeting app, enabling expense recording, month…
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| 47840 |
mcp-rss-feed-searcher
Claim
An MCP server that enables searching across multiple RSS feed sources simultane…
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| 47841 |
nano-banana-mcp-app
Claim
Enables Claude to generate and edit images using Google Gemini AI.
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| 47842 |
MCP Connector Test
Claim
A remote MCP server demonstrating OAuth 2.1 authentication with Firebase, provi…
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| 47843 |
SubscriberAPI MCP Server
Claim
Enables GitHub Copilot CLI to query SFMC SubscriberAPI execution logs for healt…
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| 47844 |
DBMS-MCP
Claim
Enables read-only querying of multiple databases via JDBC, supporting Tibero, O…
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| 47845 |
heym
Claim
Source-available, self-hosted AI workflow automation platform. Build multi-agen…
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| 47846 |
BlenderMCP
Claim
Connects Blender to Claude AI and Cursor via MCP, enabling 3D modeling and scen…
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| 47847 |
mcp-confluence
Claim
Enables searching, reading, listing, creating, and updating Confluence pages vi…
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| 47848 |
mcp-mealie
Claim
MCP server for Mealie that exposes its REST API to manage recipes, meal plans, …
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| 47849 |
Enables AI assistants to access Published NFT documentation, NFT collections, F…
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| 47850 |
fifa-public-api-mcp
Claim
Enables querying FIFA competitions, fixtures, results, and live match data thro…
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