MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50351 |
code-graph-mcp
Claim
MCP server for comprehensive code analysis, navigation, and quality assessment …
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| 50352 |
Enables Claude to increment and query a counter deployed on the Linera blockcha…
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| 50353 |
sshops
Claim
A lightweight, zero-agent SSH operations tool that enables remote command execu…
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| 50354 |
api-flow-analyzer
Claim
Cloudflare Workers MCP server: api-flow-analyzer
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| 50355 |
MEOK EU AI Act Article 13 Instructions for Use generator — provider-side IFU wi…
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| 50356 |
A behavioral threat hunting MCP server that focuses on adversary TTPs rather th…
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| 50357 |
mcp-itop
Claim
MCP server for iTop ITSM that provides 19 tools for analytics, ticket managemen…
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| 50358 |
mcp-whatsms-admin
Claim
Enterprise-grade administration of the WhatSMS platform via MCP, providing 25 s…
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| 50359 |
katzilla
Claim
Unified data API for AI agents — 300+ free, public, and government data sources…
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| 50360 |
Business MCP Server
Claim
Enables AI to query a business database for customers, orders, and revenue usin…
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| 50361 |
Proxmox MCP Server
Claim
Enables interaction with Proxmox VE for managing VMs, containers, storage, and …
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| 50362 |
Beatport MCP API
Claim
Enables searching for Beatport artists by name, returning structured data like …
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| 50363 |
solagent-mcp
Claim
Enables AI agents to interact with the Solana blockchain through MCP, supportin…
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| 50364 |
voteship
Claim
Manage feature requests, votes, roadmaps, and changelogs from any MCP client.
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| 50365 |
Provides AI coding assistants with access to ITK Dev Docker documentation and p…
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| 50366 |
claudex
Claim
Persistent memory + FTS5 full-text search for Claude Code conversation history.…
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| 50367 |
vcp-mcp
Claim
Value Context Protocol tools: VCP/I tokens, CSM1 codes, VCP-Lite, and context e…
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| 50368 |
cloudwatch-mcp
Claim
Enables searching and analyzing AWS CloudWatch logs with support for configurab…
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| 50369 |
Leeroopedia MCP Server
Claim
MCP server that turns AI coding agents into ML/AI experts by providing best-pra…
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| 50370 |
neurolisp
Claim
White-box MCP workflow orchestrator for Claude Code. Sexpr workflows stored in …
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| 50371 |
@aix/kanbn-mcp
Claim
An MCP server that enables AI assistants to interact with Kan boards through th…
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| 50372 |
A Model Context Protocol server implementation using StreamableHTTPServerTransp…
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| 50373 |
apple-notes-mcp
Claim
Enables AI assistants to read, search, and create notes in Apple Notes on macOS…
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| 50374 |
ab-platform-mcp-local
Claim
A local MCP server that forwards tools from an upstream experiment platform and…
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| 50375 |
Quicken MCP Server
Claim
Converts Quicken QIF files into a queryable DuckDB database and exposes financi…
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| 50376 |
Enables California housing price predictions, batch scoring, and agent-based ch…
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| 50377 |
mcp-vsdiff
Claim
An MCP server that exposes VS Code's advanced diff algorithm as a tool, providi…
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| 50378 |
refua-mcp
Claim
MCP server for biological protein design, folding, and affinity prediction usin…
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| 50379 |
Ultrahuman MCP Server
Claim
Provides access to Ultrahuman health and fitness data through standardized MCP …
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| 50380 |
mcp-hunter
Claim
Wraps the Hunter.io email finder and verification API, enabling email lookup an…
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| 50381 |
Train in Silence
Claim
Enables users to describe their LLM fine-tuning job once and get the cheapest, …
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| 50382 |
Figma Console MCP
Claim
Model Context Protocol server that bridges design and development, giving AI as…
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| 50383 |
seyfiland
Claim
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| 50384 |
Boston Core MCP
Claim
An MCP server that provides safe, read-only access to Boston's open data portal…
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| 50385 |
mcp-recall
Claim
A self-hosted MCP memory server that gives AI assistants persistent, semantic m…
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| 50386 |
build-vault-mcp-server1
Claim
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| 50387 |
nc-mcp-server
Claim
An MCP server that exposes Nextcloud APIs as tools for AI assistants, enabling …
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| 50388 |
mcp-server
Claim
MCP server for the PDFGate API. Generate PDFs, manage documents and handle e-si…
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| 50389 |
mcp-code-reviewer
Claim
An MCP server for automatic code review using OpenRouter, enabling performance,…
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| 50390 |
OneClickLM
Claim
A robust MCP server for NotebookLM that provides auto-healing authentication, z…
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| 50391 |
Jira MCP Server
Claim
An MCP server for integrating with Jira Server instances, enabling natural lang…
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| 50392 |
server
Claim
Get daily-close, noise-filtered market context for Korean stocks and crypto, sc…
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| 50393 |
@argosvix/mcp-server
Claim
Lets AI agents query, manage, and operate their LLM observability data directly…
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| 50394 |
Enables AI agents to audit email and domain security (SPF, DKIM, DMARC, etc.) f…
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| 50395 |
Python Demo MCP Server
Claim
A demonstration server implementing the Model Context Protocol with Server-Sent…
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| 50396 |
PDF document generation API for AI agents. Generate PDFs from HTML or Markdown:…
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| 50397 |
Salesforce MCP
Claim
Connects any MCP-compatible AI assistant directly to a Salesforce org for query…
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| 50398 |
sentinal-mcp
Claim
Redis health, BullMQ queue monitoring, memory analysis, and slow query diagnost…
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| 50399 |
zxkol
Claim
ZXKOL transforms tasks like "finding Douyin beauty influencers with 100k–500k f…
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| 50400 |
intelthreadlinqs-mcp
Claim
Threadlinqs threat-intelligence MCP — 73 tools: threats, detections, IOCs, acto…
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