MCP Server Quality Scores
Independent quality analysis of 66447 public MCP servers
Last updated 7 hours, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63101 |
WordDirectory MCP Server
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Provide word definition lookups and suggestions for similar words through a sta…
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| 63102 |
An MCP server bridging AI agents with enterprise productivity suites, enabling …
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| 63103 |
ATS Scanner MCP Server
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Automates ATS resume scanning via Jobscan, enabling AI to iteratively scan, ana…
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| 63104 |
Switchboard
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Switchboard is a local-first, governed MCP endpoint that aggregates multiple MC…
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| 63105 |
omnicord
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Your AI runs your Discord server: chat, moderation, admin, even building it all…
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| 63106 |
Weather MCP Server
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Provide real-time weather information and forecasts to your applications. Enabl…
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| 63107 |
AI HR toolkit: 24 MCP tools for resume parsing, skill extraction & ATS manageme…
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| 63108 |
Conversor IAE-CNAE
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The first fiscal MCP server for Spain: IAE/CNAE 2025, AEAT modelos, IRPF/IVA, R…
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| 63109 |
wolfe-jam
Claim
One IANA-registered format. 3 MCP servers.
Pick your lane. …
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| 63110 |
Remote Server MCP
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A security-first MCP server that gives AI assistants controlled, safe access to…
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| 63111 |
MCP-AWS
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Enables AI agents to provision and terminate AWS EC2 instances using natural la…
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| 63112 |
Train in Silence
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Enables users to describe their LLM fine-tuning job once and get the cheapest, …
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| 63113 |
Lark MCP Server
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Enables AI models to send messages to Lark users and manage calendar events (li…
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| 63114 |
LimaCharlie MCP
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A local MCP server for the LimaCharlie security platform that provides investig…
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| 63115 |
posthog-mcp
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Enables interaction with PostHog analytics platform, allowing users to list pro…
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| 63116 |
Novence
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Hosted MCP for creating, checking, deploying, and hosting static sites for AI a…
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| 63117 |
MCP server for AI job search — find jobs, track applications, get alerts. Claud…
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| 63118 |
versionator-mcp
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An MCP server that queries 19 package registries (npm, PyPI, crates.io, etc.) t…
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| 63119 |
MCP server for AI-assisted Blender automation, providing layered tools for perc…
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| 63120 |
gency-mcp
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Gency AI product image generation - MCP server for Claude, Codex, Cursor, VS Co…
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| 63121 |
MikroTik MCP Server
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MCP server for MikroTik RouterOS with multi-router support, environment-based a…
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| 63122 |
WordComb MCP Server
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Exposes a word combination engine with tools to generate permutations and check…
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| 63123 |
Agent8 MCP Server
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Provides tools for searching Agent8 game development code examples and system p…
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| 63124 |
DATPAQ
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34 production API tools over one hosted MCP endpoint.
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| 63125 |
mcp
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Lusha MCP server for authorized business profile, usage, and buying-signal insi…
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| 63126 |
YouTube MCP Server
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Enables AI models to search, retrieve, and analyze YouTube videos, channels, pl…
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| 63127 |
Brazil NFS-e service invoices for AI agents via Focus NFe and NFe.io. Stateless…
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| 63128 |
MCP server for Online Boutique AI Assistant that exposes 18 e-commerce microser…
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| 63129 |
Enables searching and fetching Claude and Anthropic documentation with intellig…
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| 63130 |
apix420
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| 63131 |
hydrawise-mcp
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MCP server for Hunter Hydrawise irrigation controllers, exposing the Hydrawise …
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| 63132 |
AI Calendar Assistant
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Provides a set of MCP tools to manage Google Calendar events via natural langua…
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| 63133 |
mcp-hunter
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Wraps the Hunter.io email finder and verification API, enabling email lookup an…
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| 63134 |
mcp-doaj
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Enables searching and retrieving open-access journals and articles from the Dir…
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| 63135 |
n8n MCP Server
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Allows AI clients to list, inspect, and manage n8n workflows.
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| 63136 |
hr-assist
Claim
Automates employee onboarding workflows for HR teams, enabling tasks like data …
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| 63137 |
A boilerplate for building and deploying MCP servers on Vercel, featuring examp…
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| 63138 |
mcp-maxima
Claim
Enables interaction with Maxima, a computer algebra system, for symbolic mathem…
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| 63139 |
Summit MCP server
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Brings Summit's CRO audit insights into coding agents, enabling them to fetch a…
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| 63140 |
research-mcp
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A stateless MCP server that provides web search, single page reading, and batch…
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| 63141 |
cocos-mcp-server
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A comprehensive MCP server plugin for Cocos Creator 3.8+ that enables AI assist…
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| 63142 |
ProfitPilot MCP Server
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A multi-agent business intelligence server for E-commerce that leverages the QU…
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| 63143 |
Provides controlled access to llms.txt documentation files through MCP tools, a…
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| 63144 |
calendar-bridge
Claim
Connects ChatGPT to your Apple Calendar via a local Mac agent + Vercel relay
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| 63145 |
Stamp it
Claim
An MCP server that adds full-screen text or image watermarks to images with int…
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| 63146 |
summarizer-ai-mcp
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MCP server for summarizer ai. Features summarize text, extract key points, gene…
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| 63147 |
memberpass-mcp
Claim
Connects MCP clients like Claude and Cursor to MemberPass workspace, exposing 4…
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| 63148 |
Recon
Claim
Recon indexes your codebase into a knowledge graph and exposes it via 14 MCP to…
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| 63149 |
sql-migration
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| 63150 |
marketcheck-ai-reports
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Vehicle valuations & market reports for AI assistants. Pay per report, no subsc…
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