MCP Server Quality Scores
Independent quality analysis of 64636 public MCP servers
Last updated 6 hours, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64451 |
osv-ui-mcp
Claim
Visual CVE audit dashboard for npm, Python, Go, and Rust. Scan from Claude/Curs…
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| 64452 |
Agent Web Interface
Claim
Gives AI agents a compact, semantic interface to the browser, returning structu…
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| 64453 |
wartegonline-mcp-ts
Claim
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| 64454 |
habitica-mcp
Claim
Habitica MCP server built with Effect v4, currently exposing a hello-world tool…
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| 64455 |
Bridge MCP Server
Claim
Bridge is a hosted MCP server that connects AI models to business tools like Cl…
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| 64456 |
Frase SEO
Claim
SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content…
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| 64457 |
mcp-server
Claim
Official GrabzIt MCP server for AI web scraping, screenshots, and PDF/DOCX gene…
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| 64458 |
MCP server that connects AI assistants to the Data Graphs knowledge graph platf…
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| 64459 |
Weather MCP Server
Claim
Provides current weather data for any location using the OpenWeatherMap API.
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| 64460 |
SolidWorks MCP Server
Claim
Enables Claude to create and manipulate SolidWorks CAD models through natural l…
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| 64461 |
LivTakt
Claim
Life-balance task manager that prioritises your tasks to restore balance across…
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| 64462 |
tonmcp
Claim
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| 64463 |
mcp-sling
Claim
Enables interaction with the Sling scheduling and workforce management platform…
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| 64464 |
mcp-gera-nexus
Claim
GeraNexus MCP (placeholder) — open Agentic Commerce Protocol by Gera Services. …
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| 64465 |
Concrete CMS MCP Server
Claim
Enables interaction with Concrete CMS sites through the Concrete CMS REST API, …
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| 64466 |
Kakao Map MCP Server
Claim
Provides location-based place recommendations in South Korea using the Kakao Ma…
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| 64467 |
organizze-mcp
Claim
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| 64468 |
ynab-mcp-bridge
Claim
Read-only MCP server for YNAB that provides tools for budgets, accounts, catego…
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| 64469 |
arcade-azure-devops-mcp
Claim
An MCP server that enables AI assistants to interact with Azure DevOps projects…
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| 64470 |
threadwork
Claim
A multi-agent collaboration tool for Claude Code that supports hot-swappable ro…
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| 64471 |
lifx-mcp-server
Claim
A Model Context Protocol server for controlling LIFX smart lights, enabling AI …
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| 64472 |
aegis-dq
Claim
Agentic data quality framework that runs structured rules against warehouses (D…
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| 64473 |
Ableton MCP Extended
Claim
Control Ableton Live using natural language via AI assistants like Claude or Cu…
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| 64474 |
semhood
Claim
AST-based semantic code search; results ship with their call graph (calls + cal…
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| 64475 |
yandex-direct-mcp
Claim
A hardened MCP server for managing Yandex.Direct advertising campaigns with rea…
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| 64476 |
SSH MCP Server
Claim
Enables AI assistants to perform comprehensive SSH operations including command…
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| 64477 |
gnews-mcp-server
Claim
MCP server providing access to the GNews API for fetching news articles and hea…
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| 64478 |
TuringWell MCP Server
Claim
MCP server for TuringWell, the agent-native Q&A platform for executable, verifi…
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| 64479 |
mcp-server
Claim
Elixium AI — XP-native agile platform. TDD-gated stories, team decisions, learn…
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| 64480 |
wavekit-mcp
Claim
An MCP server that provides AI assistants with a persistent, sandboxed Python e…
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| 64481 |
ERIC MCP Server
Claim
An MCP server for searching the ERIC education research database, enabling keyw…
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| 64482 |
codex-mcp-proxy
Claim
A lightweight MCP proxy that resolves compatibility issues between Codex MCP Se…
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| 64483 |
n8n Advisor
Claim
Enables AI assistants to review workflow status in n8n instances, including act…
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| 64484 |
FreeCAD MCP
Claim
Enables AI agents to perform CAD operations through FreeCAD, including part con…
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| 64485 |
Evolution API MCP Server
Claim
Exposes the Evolution API v2 (WhatsApp) as 121 tools for MCP clients, enabling …
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| 64486 |
mem0-mcp-toggle
Claim
A local Mem0 MCP server for macOS with a menu bar toggle, storing memories loca…
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| 64487 |
Search Graylog logs by timestamps, filter by streams, and debug production issu…
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| 64488 |
Email MCP Server
Claim
Enables AI assistants to read recent emails and fetch full email content from a…
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| 64489 |
local-filesystem
Claim
Explore and organize files and folders across your workspace. Read, write, move…
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| 64490 |
RSpace MCP Server
Claim
Exposes RSpace API endpoints to LLM agents using the Model Context Protocol.
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| 64491 |
mcp-classroom
Claim
MCP server for Google Classroom enabling reading assignments, checking submissi…
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| 64492 |
moneycontrol-mcp
Claim
MCP server providing Moneycontrol market data including stock quotes, fundament…
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| 64493 |
Canny MCP Server
Claim
Enables interaction with Canny.io customer feedback platform through natural la…
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| 64494 |
debrid-link-mcp-server
Claim
Enables AI assistants to manage Seedbox torrents, unlock premium download links…
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| 64495 |
mcp-server-bigquery-2
Claim
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| 64496 |
tradingview-mcp
Claim
A type-safe MCP server that enables AI agents to control TradingView Desktop vi…
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| 64497 |
Base Network MCP Server
Claim
Enables querying Base Network blockchain data including blocks, transactions, b…
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| 64498 |
Enables authorized Android security testing with static and dynamic analysis, F…
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| 64499 |
GPT-5 MCP Server
Claim
Brings OpenAI's GPT-5 capabilities to Claude Code with advanced reasoning, cost…
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| 64500 |
ASP MCP Server
Claim
Protects agent skills from being distilled during multi-agent collaboration by …
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