MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33951 |
AI agent skills for building, operating and troubleshooting Apache Kafka applic…
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| 33952 |
Wiki.js MCP Server
Claim
Enables managing Wiki.js pages via the GraphQL API, including listing, searchin…
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| 33953 |
Motion MCP Server
Claim
Bridges Motion's AI-powered calendar and task management API with LLMs, enablin…
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| 33954 |
FlagCheck Job Analyzer
Claim
MCP server that analyzes job descriptions for ATS compatibility, red flags, sal…
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| 33955 |
Pharus MCP
Claim
A Python MCP server for integrated discovery and querying of investigative serv…
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| 33956 |
codex-omnifocus-mcp
Claim
Enables Codex to interact with the user's local OmniFocus database on macOS, al…
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| 33957 |
snippet-vault
Claim
A personal code snippet library for Claude, enabling saving, searching, and man…
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| 33958 |
mcp-google-workspace
Claim
MCP server integrating multiple Google Workspace services including Gmail, Cale…
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| 33959 |
mcp-cbr-rates
Claim
CBR exchange rates and key rates for Russia. MCP tools for finance agents.
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| 33960 |
local_computer
Claim
Enables AI assistants to access files and terminal of a local computer via a pu…
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| 33961 |
mcp_server_searXNG
Claim
A privacy-friendly web search MCP server using SearXNG, enabling searches acros…
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| 33962 |
VFX Forge MCP Server
Claim
Enables AI agents to interact with the VFX Forge Roblox plugin for creating and…
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| 33963 |
mdx-mcp
Claim
Enables natural language querying of OLAP/SSAS cubes with verified MDX generati…
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| 33964 |
plex-claude-plugin
Claim
Enables Plex Media Server administration including library management, media fi…
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| 33965 |
Vaults Diagram Tools
Claim
Mermaid to assets. Source code to maps. MCP for agents.
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| 33966 |
chess-coach-mcp
Claim
A hybrid AI chess coach MCP server that uses Stockfish for grounded evaluation …
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| 33967 |
mermAId MCP Server
Claim
Enables AI agents to interact with a local Mermaid diagram editor via MCP, allo…
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| 33968 |
altium-mcp
Claim
Enables querying PCB and schematic data and driving DelphiScript automation in …
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| 33969 |
Enables querying the Apify Store to retrieve structured data on public Actors i…
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| 33970 |
skillhub-mcp
Claim
An MCP server that lets AI agents search, view, install, and validate skills fr…
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| 33971 |
Shell MCP
Claim
A production-ready MCP server that enables AI assistants to execute shell comma…
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| 33972 |
aviation-weather-mcp
Claim
MCP server providing real-time aviation weather data (METAR, TAF, PIREPs, AIRME…
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| 33973 |
Supericons
Claim
Semantic SVG icon search and recommendations for AI coding agents.
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| 33974 |
MCP Unified Server
Claim
Unified MCP server with a web admin panel for dynamic tool and configuration ma…
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| 33975 |
mlflow-mcp-server
Claim
MLflow — 82 tools across experiments, runs, registered models, model versions, …
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| 33976 |
Centrapay MCP Server
Claim
Enables interaction with the Centrapay payments API for testing NZ payment flow…
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| 33977 |
odoo-mcp-server
Claim
Enables interaction with Odoo ERP systems for product, customer, order, invoice…
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| 33978 |
Enables Claude AI to query Google Search Console data and manage properties via…
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| 33979 |
mailchimp-mcp
Claim
A hybrid Mailchimp MCP server with 12 tools: 10 native tools for common email w…
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| 33980 |
Enable seamless integration with decentralized data marketplaces by providing a…
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| 33981 |
Bazi MCP
Claim
MCP server for accurate Bazi calculations, enabling personality analysis, desti…
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| 33982 |
traderspost-mcp
Claim
An MCP server that gives Claude direct access to TradersPost webhook trading. S…
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| 33983 |
Enables interaction with the Sonic blockchain including wallet management, toke…
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| 33984 |
Enhanced MCP server for full computer control: mouse, keyboard, screenshots, OC…
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| 33985 |
line-bot-mcp-server
Claim
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| 33986 |
Etsy MCP Server
Claim
An MCP server for interacting with the Etsy API, enabling listing management, s…
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| 33987 |
paper-mcp
Claim
Enables retrieval of academic paper metadata, PDFs, full text, citations, and r…
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| 33988 |
code-graph-mcp
Claim
MCP server for comprehensive code analysis, navigation, and quality assessment …
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| 33989 |
Enables Claude to increment and query a counter deployed on the Linera blockcha…
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| 33990 |
ReforgerForge MCP
Claim
Enables AI-powered modding for Arma Reforger with 50 tools for API search, code…
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| 33991 |
sshops
Claim
A lightweight, zero-agent SSH operations tool that enables remote command execu…
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| 33992 |
IMAS Codex
Claim
Provides AI assistants with natural language access to IMAS data structures and…
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| 33993 |
Offramp MCP Server
Claim
Provides retirement planning computations for AI agents, including Monte Carlo …
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| 33994 |
Desearch AI
Claim
Enable real-time AI-powered search capabilities including Twitter (X) and web s…
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| 33995 |
rugmunch-solana
Claim
33 crypto security tools via x402 micropayments. Auto-refund guarantee. $0.01-$…
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| 33996 |
tokenlife-mcp
Claim
Enables AI to autonomously play the TokenLife text-based life simulation game, …
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| 33997 |
n8nmcp
Claim
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| 33998 |
cursor-discord-channels
Claim
Bridges Discord channels to Cursor's headless agent, enabling always-on Discord…
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| 33999 |
Homey MCP Server
Claim
Enables AI assistants to control and query smart home devices through Homey Pro…
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| 34000 |
ClawdChat MCP Server
Claim
Enables AI agents to interact with the ClawdChat social network, allowing them …
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