MCP Server Quality Scores
Independent quality analysis of 33593 public MCP servers
Last updated 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 30051 |
MCP Agents Server
Claim
Facilitates interaction and context sharing between AI models using the standar…
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| 30052 |
Omada-mcp
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Security-first MCP server for TP-Link Omada, with a stdio-first runtime, capabi…
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| 30053 |
A deployable server on Cloudflare Workers that provides Model Context Protocol …
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| 30054 |
locus
Claim
Hierarchical markdown memory palace for AI agents — structured palace navigatio…
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| 30055 |
rippr-mcp
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Extract YouTube transcripts for AI agents. Clean text or timestamped segments.
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| 30056 |
discord-mcp
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| 30057 |
mcp-server1
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| 30058 |
Anki MCP
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Enables AI assistants like Claude to interact with Anki flashcard decks through…
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| 30059 |
agentshield-mcp
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DeFi tools for AI agents on Base. Live Uniswap V3 prices (slot0), on-chain agen…
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| 30060 |
Ollama-Omega
Claim
Official Ollama MCP Server. Exposes ollama_chat, ollama_generate, ollama_pull_m…
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| 30061 |
boe
Claim
Search, read, and analyze consolidated Spanish legislation from the Boletín Ofi…
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| 30062 |
Central-Memory-MCP
Claim
An Azure PaaS-hostable MCP server that provides a workspace-grounded knowledge …
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| 30063 |
Relay
Claim
Facilitate seamless communication between disparate systems or services. Enable…
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| 30064 |
MCP Server for Odoo
Claim
Enables AI assistants to interact with Odoo ERP systems through natural languag…
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| 30065 |
**Agentic Swarm Marketplace** is a hierarchical multi-agent stack for **machine…
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| 30066 | — | |||||||||
| 30067 |
Chronos MCP
Claim
Provides Claude with persistent local memory and a structured knowledge graph f…
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| 30068 |
AWS MCP Server
Claim
Enables Claude Desktop to interact with 57 AWS services using over 200 tools an…
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| 30069 |
Yantrix MCP
Claim
Dynamic MCP server — 30+ tools across fact verification, agent memory, Indian N…
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| 30070 |
ClickUp MCP Server
Claim
Audit ClickUp workspaces: spaces, folders, lists, custom fields, tasks, and vie…
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| 30071 |
ContrastAPI
Claim
Security intelligence MCP server for AI agents. 33 tools covering domain recon,…
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| 30072 |
nextjsui9
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| 30073 |
Orchestrates multiple AI coding agents declaratively to automate software devel…
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| 30074 |
vertaaux-mcp
Claim
MCP server for VertaaUX.ai — run UX & accessibility audits, generate fixes, and…
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| 30075 |
DealHub MCP server for admins. Manage versions and users with 7 tools via Claud…
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| 30076 |
EasyWeek
Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
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| 30077 |
Control and automate Unreal Engine workflows using natural language commands th…
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| 30078 |
WAVE MCP Server
Claim
Exposes WAVE streaming APIs as tools for AI assistants to manage live streams, …
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| 30079 |
mcp
Claim
Search websites by source code, technology stack, analyze domains, and download…
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| 30080 |
nexflow-smf
Claim
Smart Meta-Facilitator for x402 payments on Base: route, verify, and settle pay…
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| 30081 |
An MCP server that enables Claude to create and manage TestRail test cases dire…
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| 30082 |
mcp-dreamlaunchers-in
Claim
DREAM LAUNCHERS INTERIORS PRIVATE LIMITED
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| 30083 |
Cortex Resource Manager
Claim
Manages resource allocation, MCP server lifecycle, and Kubernetes workers in co…
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| 30084 |
Enables AI-powered web data extraction and research through Firecrawl's Agent A…
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| 30085 |
axint
Claim
Open-source TypeScript/Python → Swift compiler for Apple platforms. AI agents w…
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| 30086 |
memnode
Claim
Persistent, inspectable memory for AI agents via hosted MCP and API, with linea…
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| 30087 |
ohmysmithery
Claim
Generate friendly greetings on demand. Toggle pirate mode to add swashbuckling …
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| 30088 |
prection
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| 30089 |
Domain Intel
Claim
Analyze website technology stacks, SEO performance, and hosting infrastructure.…
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| 30090 |
shelf-mcp
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| 30091 |
toleno-network
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| 30092 |
qualitycoach
Claim
Quality Coach MCP server that provides tactical advice on improving code reposi…
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| 30093 |
paper-search-mcp-v2
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| 30094 |
smithery-ai-mcp
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| 30095 |
x-crm-mcp
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| 30096 |
An MCP server that enables AI assistants to control Blender through 108 special…
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| 30097 |
codegraphcontext
Claim
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| 30098 |
mcpserver1
Claim
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| 30099 |
Video Screenshot MCP
Claim
Enables extracting screenshots from video files at specific timestamps or inter…
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| 30100 |
Deep Validator
Claim
Validates email addresses and URLs in real time using actual DNS, HTTP, and DNS…
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