MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 4 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42901 |
mediawiki-mcp
Claim
An MCP server for MediaWiki instances with multi-wiki support, providing full r…
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| 42902 |
plurity-mcp
Claim
Unified MCP server for Plurity's Audit (GEO readiness), Toll (agent traffic & l…
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| 42903 |
outlook-mcp-server
Claim
A lightweight MCP server for personal Microsoft Outlook/Hotmail accounts, enabl…
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| 42904 |
Botany MCP
Claim
Remote MCP server for authoritative plant information from the VicFlora API. En…
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| 42905 |
juniper-mist-mcp
Claim
MCP server for managing Juniper Mist networks with AI assistants. Monitor, trou…
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| 42906 |
hypen-argocd-mcp
Claim
Enables AI assistants to interact with ArgoCD APIs through standardized MCP too…
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| 42907 |
cdes-mcp-server
Claim
Exposes Cannabis Data Exchange Standard (CDES) v1 JSON schemas, reference data …
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| 42908 |
household-agent
Claim
Enables AI-powered household management including inventory tracking, restock p…
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| 42909 |
data-iledefrance
Claim
Enables searching and querying Île-de-France open data datasets (transport, env…
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| 42910 |
pexels-mcp-server
Claim
An MCP server that enables AI agents to search, retrieve, and curate free stock…
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| 42911 |
videoscan-mcp
Claim
An MCP server for comprehensive video analysis — AI-powered transcription, visu…
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| 42912 |
okx-trade-mcp
Claim
Enables AI assistants to interact with OKX cryptocurrency exchange, providing t…
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| 42913 |
project-explorer-mcp
Claim
Analyzes Python project structure by exploring directory trees, extracting outl…
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| 42914 |
Sentimatix
Claim
Real-time NSE/BSE stock sentiment, news NLP, technical analysis & RAG search vi…
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| 42915 |
desktop-touch-mcp
Claim
Allows AI clients to see and control Windows 10/11 desktops via MCP, with scree…
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| 42916 |
Demo MCP server that provides weather data for cities, with tools to get weathe…
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| 42917 |
bambu-gateway-mcp
Claim
Enables LLM agents to control Bambu Lab 3D printers via the bambu-gateway HTTP …
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| 42918 |
nexudus-mcp
Claim
Enables natural language booking and management of rooms in Nexudus coworking s…
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| 42919 |
mcp-feedback-enhanced
Claim
MCP server that establishes feedback-oriented development workflows with dual W…
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| 42920 |
1Claw Vault
Claim
HSM-backed vault secrets for AI agents (JIT fetch) plus prompt-injection and th…
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| 42921 |
Yahoo Finance MCP Server
Claim
Enables AI assistants to access Yahoo Finance data including stock information,…
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| 42922 |
UART MCP Server
Claim
Enables reading UART logs from Windows serial ports and sending text to the UAR…
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| 42923 |
@nebuloss/r2-re-mcp
Claim
Stateful radare2 MCP server tailored for reverse-engineering WiFi firmware, wit…
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| 42924 |
Verified Repo Memory
Claim
Stale-proof repository memory with citations + just-in-time verification + TTL …
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| 42925 |
connectivity-diagnostics
Claim
Enables AI assistants to perform real network diagnostics on the local machine,…
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| 42926 |
gunsnation-mcp
Claim
The Gunsnation MCP Server is a lightweight integration layer that exposes the G…
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| 42927 |
tracepiishield-mcp
Claim
PII scanning and redaction receipts for LLM traces and tool payloads.
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| 42928 |
Riza MCP Server
Claim
Enables LLMs to securely execute code and manage reusable tools using Riza's is…
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| 42929 |
Lens MCP
Claim
Provides browser-grade web access by rendering pages to markdown, taking screen…
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| 42930 |
Trader Journal MCP
Claim
Provides AI-powered trading analytics and coaching by analyzing historical trad…
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| 42931 |
standup-mcp
Claim
Generates daily standup drafts from your actual GitHub, Jira, Linear, and Slack…
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| 42932 |
Kraken Pro MCP
Claim
Provides real-time cryptocurrency market data from the Kraken Pro exchange, inc…
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| 42933 |
MCP Code Mode
Claim
Universal Python code execution MCP server that lets LLMs write and run Python …
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| 42934 |
RhinoMCP
Claim
A Rhino MCP Server for AI Agents to create and edit Rhino.
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| 42935 |
LedFX MCP Server
Claim
Enables AI assistants to control a local LedFX instance through natural languag…
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| 42936 |
tfl-mcp-server
Claim
Community-built server providing real-time London transport data via the TfL Un…
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| 42937 |
OPA MCP
Claim
Author, validate, debug, and explain OPA Rego policies through any MCP-compatib…
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| 42938 |
Houki NTA MCP Server
Claim
Enables retrieval and full-text search of Japanese National Tax Agency document…
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| 42939 |
presto-mcp-server
Claim
Integrates Presto construction budgeting software with Claude Code, enabling an…
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| 42940 |
PostgreSQL MCP Server
Claim
Exposes PostgreSQL database operations as tools for AI assistants, allowing SQL…
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| 42941 |
A11y Check
Claim
Web accessibility scanning (WCAG 2.2 AA + KWCAG 2.2) with Korean remediation gu…
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| 42942 |
pov
Claim
Enables LLM agents to capture screenshots, control mouse/keyboard, and manage w…
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| 42943 |
Gemini MCP
Claim
Connects Claude.ai with Google's Gemini API to generate images and videos using…
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| 42944 |
anki-mcp
Claim
Exposes Anki as a set of tools for LLM clients, enabling note creation, search,…
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| 42945 |
bps-webapi-mcp
Claim
Enables AI assistants to access official Indonesian statistical data (BPS) thro…
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| 42946 |
MCP Calculation Server
Claim
A stateless MCP server that exposes arithmetic operations (add, subtract, multi…
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| 42947 |
Tableau MCP
Claim
A suite of developer primitives that enable AI applications to integrate with T…
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| 42948 |
error2fix
Claim
Provides coding agents with compressed failure context via MCP, reducing the ne…
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| 42949 |
MCP Filesystem Agent v3
Claim
A production-ready MCP server enabling Claude and other LLMs to perform intelli…
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| 42950 |
drawio
Claim
MCP server for creating and editing diagrams using draw.io. Allows generating d…
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