MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41851 |
bika-mcp
Claim
MCP server for integrating with Bika.ai platform, enabling AI assistants to per…
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| 41852 |
mcp-brain
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A cognitive memory system for persistent knowledge graph storage across multipl…
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| 41853 |
mobile-mcp
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MCP server for cross-platform mobile automation (iOS/Android) using accessibili…
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| 41854 |
mistral-ai-mcp
Claim
MCP server for Mistral AI providing OCR, TTS, and STT capabilities via Voxtral.
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| 41855 |
Import Skills Power
Claim
Enables importing, managing, and using Markdown skills from GitHub repositories…
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| 41856 |
ComfyUI-APP-MCP
Claim
A custom node plugin for ComfyUI that encapsulates workflows as templates, enab…
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| 41857 |
MCP-webfetch
Claim
MCP server to fetch web content through SOCKS5 proxy, converting HTML to Markdo…
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| 41858 |
Ubuntu SSH MCP Server
Claim
Connects to Ubuntu servers over SSH to manage, maintain, and secure them throug…
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| 41859 |
NornWeave
Claim
Open-source, self-hosted Inbox-as-a-Service API for AI agents. It enables agent…
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| 41860 |
clawskills-mcp
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| 41861 |
Federal Agency Rules and Executive Actions
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| 41862 |
angr-mcp
Claim
Exposes angr binary-analysis capabilities (symbolic execution, taint analysis, …
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| 41863 |
mcp-mindmesh
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Manages multiple Claude 3.7 Sonnet instances in a quantum-inspired swarm to pro…
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| 41864 |
Jira - GitHub MCP Server
Claim
A modular MCP server integrating Jira and GitHub to automate developer workflow…
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| 41865 |
pentest-mcp-server
Claim
Offline methodology engine for authorized penetration testing, CTF, and securit…
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| 41866 |
Yunaq GAC MCP Server
Claim
Provides comprehensive IP and domain security intelligence, enabling analysis o…
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| 41867 |
Daml/Canton Docs MCP
Claim
Builds and serves local MCP-searchable documentation indexes for Daml, Canton, …
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| 41868 |
TrekMail MCP Server
Claim
A Model Context Protocol server that exposes the TrekMail API v1 as 185 agent t…
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| 41869 |
agent-docs-mcp
Claim
MCP server that provides AI coding agents automatic access to AGENTS.md documen…
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| 41870 |
Skill7
Claim
Provides 634+ curated production-ready AI skills for any MCP-compatible client,…
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| 41871 |
galaxus-mcp
Claim
Enables AI assistants to search products and retrieve detailed information from…
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| 41872 |
microsoft-tasks-mcp
Claim
Enables AI coding agents to read Microsoft Planner and To Do tasks across multi…
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| 41873 |
readonly-db-mcp
Claim
Safe MySQL database exploration for AI agents via MCP, enabling read-only queri…
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| 41874 |
Multi-workspace Linear MCP — PAT auth, 57 tools + 3 prompts, substrate enforcem…
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| 41875 |
ai-scanner-mcp
Claim
MCP server for ai-scanner that enables AI agents to scan codebases for LLM usag…
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| 41876 |
national-parks-test
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| 41877 |
issue-fix-mcp
Claim
A Model Context Protocol server that enables coding agents to search for and re…
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| 41878 |
thudong-mcp-claude
Claim
MCP server for querying survey feedback and statistics regarding the 'Thudong' …
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| 41879 |
KOL, smart money & whale wallets API on Solana, BNB, Base, ETH: Wallet tracker,…
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| 41880 |
Drive Android & iOS mobile-app automation from your AI agent on locally connect…
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| 41881 |
marketlens-llm-mcp
Claim
Enables product enrichment with sentiment analysis, category mapping, and attri…
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| 41882 |
budget-aware-mcp
Claim
Model-agnostic code memory MCP server using budget-aware graph retrieval for AI…
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| 41883 |
Text Counter MCP Server
Claim
Provides a tool to calculate basic text metrics including character count, char…
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| 41884 |
Prosp MCP Server
Claim
MCP server for Prosp.ai LinkedIn outreach automation. Manage leads, campaigns, …
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| 41885 |
Hevy Fitness MCP Server
Claim
A Model Context Protocol (MCP) server that provides AI assistants with access t…
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| 41886 |
md_converter_mcp
Claim
Converts Markdown files to print-ready PDF and Word DOCX with professional styl…
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| 41887 |
mcp-travelcode
Claim
Enables AI assistants to search flights and hotels, manage bookings, check flig…
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| 41888 |
base-token-factory
Claim
Enables deploying ERC-20 tokens on Base mainnet via the SimpleTokenFactory cont…
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| 41889 |
geometra
Claim
Enables AI agents to interact with UIs via semantic geometry, filling forms and…
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| 41890 |
A basic example MCP server demonstrating serverless deployment using Netlify Fu…
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| 41891 |
myproject
Claim
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| 41892 |
Unofficial MCP server for the public PortlandMaps property/permit/zoning API. N…
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| 41893 |
py.chroma.mcp
Claim
A simple Model Context Protocol (MCP) server with ChromaDB integration, allowin…
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| 41894 |
coserial
Claim
Enables humans and AI agents to collaboratively control serial ports via MCP to…
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| 41895 |
Media Creator MCP Server
Claim
Provides tools to generate images using Amazon Nova Canvas and videos using Ama…
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| 41896 |
cabin-flights
Claim
Search and book real flights with USDC on Base. 500+ airlines, crypto-native pa…
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| 41897 |
Cerebras Code MCP Server
Claim
This MCP server is designed for planning with Claude Code, Cline, or Cursor and…
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| 41898 |
MCP-Server
Claim
Enables querying a structured CV and sending test emails via Ethereal through a…
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| 41899 |
GAM Seller MCP Node
Claim
A governed, read-only MCP server for ad inventory discovery from Google Ad Mana…
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| 41900 |
obsidian-mcp-guard
Claim
Provides read/write file tools with lint validation to prevent agents from writ…
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