MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49951 |
MyAnimeList MCP Server
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MCP Server for interacting with the MyAnimeList API, allowing LLM clients to ac…
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| 49952 |
mermaider
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Validates Mermaid diagram syntax using a persistent browser for fast, reliable …
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| 49953 |
regex-quality
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Provides tools to test regex patterns for correctness, performance (ReDoS), and…
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| 49954 |
fivem-server-doctor-mcp
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Diagnoses why a FiveM server or resource is broken by scanning local configs, m…
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| 49955 |
StockPilot-MCP-Server
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Provides inventory analysis, risk assessment, demand forecasting, and recommend…
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| 49956 |
winston-ai-mcp
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MCP server for Winston AI's detection tools, enabling AI content detection, pla…
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| 49957 |
MCP server that detects semantic (non-textual) merge conflicts between Git bran…
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| 49958 |
Agent Web Interface
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Gives AI agents a compact, semantic interface to the browser, returning structu…
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| 49959 |
Outlook MCP Server
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Provides LLMs with access to Microsoft Outlook email functionality, allowing th…
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| 49960 |
A persistent, cross-session knowledge base for AI agents that indexes session h…
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| 49961 |
Nosana MCP Agent
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An open-source AI agent powered by a local LLM (Qwen3.5 9B) running on decentra…
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| 49962 |
smart-booking-mcp
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Retrieve your Smart Booking appointments with structured access. Filter by day,…
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| 49963 |
todo-mcp
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A simple, powerful Todo list manager for Claude Desktop and other MCP-compatibl…
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| 49964 |
Sketch MCP
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An official MCP server that allows AI clients to interact with Sketch designs, …
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| 49965 |
parsley-mcp
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An MCP server that connects AI assistants to the Parsley platform for recipe ma…
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| 49966 |
ACC MCP Server
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A remote Model Context Protocol server that lets Claude on claude.ai browse you…
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| 49967 |
salesbuildr-mcp
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An MCP server for the Salesbuildr platform, providing tools to manage quotes, p…
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| 49968 |
sqlite-memory-mcp
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Governed cross-agent memory for coding agents with hybrid retrieval, provenance…
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| 49969 |
dltik-mcp-server
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Anonymous TikTok & Douyin downloader — metadata, download, and batch via dltik.…
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| 49970 |
Garmin MCP Server
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Connects to Garmin Connect and exposes fitness and health data (activities, ste…
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| 49971 |
op-mcp
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Enables to manage 1Password resources including vaults, items, documents, users…
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| 49972 |
IEEE 802.11 MCP Server
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Semantic search and structured queries over IEEE 802.11 specifications, enablin…
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| 49973 |
mcp-vector-search
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A CLI-first semantic code search tool with MCP integration for AI assistants, e…
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| 49974 |
Claude Meet MCP
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AI-powered scheduling assistant that checks calendars, finds mutual availabilit…
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| 49975 |
Converts raw HTML to clean Markdown, optimized for LLM token efficiency and det…
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| 49976 |
ghost-mcp
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Enables interaction with Ghost CMS sites through both Content (read-only) and A…
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| 49977 |
Llama-Bridge
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MCP server that enables cloud models (like Gemini/Claude) to delegate coding ta…
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| 49978 |
airtable
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| 49979 |
mewcp-google-calendar
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Schedule smarter - create, search, and manage Google Calendar events through AI.
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| 49980 |
litellm-mcp
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MCP server that provides tools to interact with the LiteLLM proxy API, enabling…
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| 49981 |
mcp-sefaria-server
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| 49982 |
kl-sharepoint-mcp
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Enables interaction with SharePoint Online and OneDrive content via Microsoft G…
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| 49983 |
S3 MCP Server
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This server enables interaction with Amazon S3 buckets for listing and retrievi…
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| 49984 |
classifinder-mcp
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Scans text for leaked secrets and credentials, and redacts them before sending …
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| 49985 |
Performance Engineer MCP
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Analyzes websites like a senior performance engineer and produces prioritized C…
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| 49986 |
SD-WAN MCP Server
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Enables monitoring and management of SD-WAN devices through REST API endpoints,…
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| 49987 |
MealOS
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Enables users to plan meals and place orders across Swiggy Food, Instamart, and…
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| 49988 |
Destiny MCP
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Manage your Destiny 2 inventory, weapons, and loadouts through AI. Integrates w…
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| 49989 |
Excalidraw MCP Server
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Generates beautiful Excalidraw diagrams from natural language descriptions usin…
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| 49990 |
Connxio MCP Server
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Provides tools for managing Connxio integrations, code components, environment …
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| 49991 |
mcp-yt-dlp
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MCP server wrapping yt-dlp for downloading videos and audio from URLs, providin…
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| 49992 |
Job Search MCP Server
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Enables searching and retrieving job listings from a Supabase database (h.caree…
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| 49993 |
pagerduty-mcp-community
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A community-maintained MCP server for interacting with PagerDuty accounts, enab…
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| 49994 |
8,582 MCP servers certified with 3-layer Sentinel security audit
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| 49995 |
AgentVerus MCP Server
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Security scanning for AI agent skills exposed as MCP tools, enabling skill anal…
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| 49996 |
servo-mcp
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Enables AI agents to see and control your desktop with tools for screenshots, c…
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| 49997 |
Docs MCP Server
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Enables Claude to interact with collaborative Docs instances, providing documen…
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| 49998 |
Azure DevOps MCP Server
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Enables AI assistants to interact with Azure DevOps APIs for managing projects,…
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| 49999 |
Automates Microsoft Excel spreadsheet creation and editing via MCP tools for an…
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| 50000 |
Enables AI assistants to analyze, rename, categorize, and organize local docume…
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