MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 4 hours, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48851 |
cpf-validador
Claim
Valida CPFs, confirma titularidade, descobre CPF completo a partir de dígitos p…
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| 48852 |
AETHER_01
Claim
Enables AI agents to perform extensive Windows system administration, file oper…
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| 48853 |
gcp-storage-mcp
Claim
Enables interaction with Google Cloud Storage buckets and blobs through an MCP …
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| 48854 |
BrewBoard CRM MCP Server
Claim
Connects Claude.ai to the BrewBoard Supabase database for analytics and post-vi…
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| 48855 |
kanban
Claim
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| 48856 |
Enables interaction with Braze customer engagement platform through a standardi…
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| 48857 |
mcp-sefaria-server
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| 48858 |
Ross MCP
Claim
Personal life admin MCP server that manages Apple Reminders from any Claude ses…
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| 48859 |
mnemo
Claim
Persistent memory for Claude Code. Your AI never starts from scratch again.
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| 48860 |
dangerous-skills-mcp
Claim
A TypeScript MCP server delivering a vendored 'dangerous skills' corpus and adv…
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| 48861 |
Aristotle MCP Server
Claim
An MCP server that wraps Aristotle's automated theorem prover for Lean 4, allow…
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| 48862 |
terrabase
Claim
LLM-assisted, safety-gated Postgres migrations exposed as an MCP server, using …
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| 48863 |
manufacturing-defect-mcp
Claim
MCP server for manufacturing defect investigation using knowledge graphs and gr…
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| 48864 |
Time-Aware MCP Server
Claim
Provides a time_now tool to retrieve the current time, enabling time-sensitive …
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| 48865 |
frame-check-mcp
Claim
Enables structural framing analysis of documents, identifying perspectives, omi…
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| 48866 |
Thoth-Mem
Claim
Persistent memory for AI coding agents, storing learned architecture decisions,…
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| 48867 |
Civil 3D MCP Server
Claim
Enables AI assistants to write and execute C# code directly inside Autodesk Civ…
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| 48868 |
chatgpt-codex-local-mcp
Claim
A secure MCP server that exposes local repository context to ChatGPT/Codex with…
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| 48869 |
revit-mcp
Claim
Enables AI to interact with Revit via MCP, allowing data retrieval and element …
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| 48870 |
Railway MCP Server
Claim
Manage your Railway.app infrastructure effortlessly. Deploy services, manage va…
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| 48871 |
Co-Reading MCP
Claim
A local MCP server that gives Claude a durable reading room for EPUB and plain …
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| 48872 |
Bibliography Search MCP
Claim
A multi-source academic bibliography search server that retrieves papers from 7…
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| 48873 |
jdtls-mcp
Claim
Wraps the Eclipse JDT Language Server to enable AI assistants to understand Jav…
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| 48874 |
mcp-buy123-vendor
Claim
Read-only MCP server for buy123 vendor portal, enabling AI assistants to query …
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| 48875 |
Greenloom CAD MCP Server
Claim
Enables automated CAD operations via natural language, supporting both AutoCAD …
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| 48876 |
yt-mcp-server-odoo
Claim
An MCP server that enables AI assistants to interact with Odoo ERP, allowing na…
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| 48877 |
Cerebro MCP
Claim
Enables non-coders to build software by describing ideas in natural language, o…
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| 48878 |
An MCP server for GNU Radio that enables LLMs to autonomously create and modify…
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| 48879 |
Enterprise MCP Skill Hub
Claim
Enterprise MCP Skill Hub is a locally runnable reference implementation of a go…
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| 48880 |
os-control-mcp
Claim
Controls a Linux host through structured interfaces like systemd, journald, and…
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| 48881 |
vibevoice-asr
Claim
Local speech-to-text transcription using Microsoft's VibeVoice-ASR model with s…
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| 48882 |
x-crm
Claim
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| 48883 |
archivist
Claim
Provides read-only SRD lookup and deterministic enrichment tools for D&D 5e con…
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| 48884 |
college-aid-mcp
Claim
Searches US colleges and scholarships using government data, enabling compariso…
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| 48885 |
weather
Claim
Provides weather information for any city through the Model Context Protocol.
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| 48886 |
powerbi-mcpb
Claim
MCP Bundle for local Power BI report files, enabling scanning, reading, and ext…
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| 48887 |
FRED Economic Data
Claim
FRED economic data: GDP, inflation, unemployment, rates, and 800k+ Federal Rese…
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| 48888 |
Verifly
Claim
Email verification for AI agents — verify, clean & validate emails; self-onboar…
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| 48889 |
MCP Ledger Server
Claim
A comprehensive MCP server for secure Ledger hardware wallet integration with E…
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| 48890 |
czxs5
Claim
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| 48891 |
ExcaliDraw Skill Pack
Claim
The diagram-quality layer for AI agents — an opinionated Excalidraw methodology…
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| 48892 |
Netlify MCP Server
Claim
MCP server for managing Netlify sites, enabling operations such as creating sit…
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| 48893 |
Cucutime
Claim
Generates personalized children's song ideas (title, style, character, chorus, …
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| 48894 |
mcp_fofa
Claim
hacked by abc
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| 48895 |
InDesign MCP Server
Claim
Transforms Adobe InDesign into an AI-powered design automation platform with 13…
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| 48896 |
witness-mcp
Claim
Enables to interact with job application workflows through MCP, allowing users …
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| 48897 |
@damusix/buffer-mcp
Claim
Manage posts, channels, organizations, and ideas through any MCP-compatible LLM…
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| 48898 |
MCP Memory Server
Claim
A simple memory storage server for Claude using the Model Context Protocol (MCP…
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| 48899 |
partner-polaris
Claim
Enables AI assistants to query, calculate, and benchmark AWS Partner Polaris tr…
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| 48900 |
zenhub-mcp
Claim
Provides full access to the ZenHub GraphQL API. Enables project management oper…
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