MCP Server Quality Scores
Independent quality analysis of 62662 public MCP servers
Last updated 1 hour, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33901 |
claude-imagine
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An MCP server that enables Claude Code to generate context-aware images using l…
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| 33902 |
ynab-mcp
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A Model Context Protocol server that enables Claude to interact with YNAB budge…
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| 33903 |
ai-log-mcp-server
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Enables querying and managing AI logs through tools like listing logs, retrievi…
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| 33904 |
wiswa-mcp
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FastMCP server exposing Wiswa settings discovery to AI assistants such as Claud…
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| 33905 |
Provides basic arithmetic calculation tools through an HTTP-accessible MCP serv…
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| 33906 |
yt-mcp
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| 33907 |
PharosPay MCP Server
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Enables AI agents to make gasless payments on Pharos blockchain using x402/EIP-…
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| 33908 |
groq-docs-mcp
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Enables users to search Groq's API documentation using natural language queries…
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| 33909 |
loop-mcp
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L402 MCP: 5 paid BTC/Lightning tools + fiat credits, 10-25 sats/call.
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| 33910 |
cutgent
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Enables Claude to control a full-stack video editor by issuing commands to add …
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| 33911 |
remote-mcp
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一组面向coding agent的MCP服务器,用于在SSH主机和WSL发行版中运行命令、管理任务,并以适合模型使用的方式读写远程文件。
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| 33912 |
@memlane/mcp
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Connects Memlane, your personal library of saved links and notes, to AI assista…
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| 33913 |
mcp-ssh-wrapper
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A minimal MCP server that executes commands on remote hosts by delegating to th…
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| 33914 |
@fliq/mcp
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Lets AI agents schedule and manage HTTP jobs, cron schedules, rate-limited buff…
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| 33915 |
Tailnet MCP Server
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Query devices, check connectivity, and get network status from your Tailscale t…
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| 33916 |
An MCP server that structures AI reasoning as directed acyclic graphs of semant…
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| 33917 |
clude-mcp
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A self-hosted MCP server that gives AI agents persistent, searchable memory wit…
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| 33918 |
MCP Tool Factory
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A framework for building hot-loadable MCP tools that feature conversational neg…
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| 33919 |
playwright-mcp-wsl
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Drop-in WSL-safe wrapper for @playwright/mcp that prevents Chromium GPU crashes…
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| 33920 |
obsidian-tasks-mcp
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Enables AI assistants to extract and query Obsidian Tasks from markdown files, …
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| 33921 |
sendcraft-mcp
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Enables AI agents to send emails, manage campaigns, subscribers, templates, and…
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| 33922 |
tideline
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MCP server that provides tide predictions, station lookup, and tidal event aler…
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| 33923 |
Kawa Code MCP
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Team-aware memory for AI coding assistants that tracks intent, records decision…
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| 33924 |
mcp-sentry-ts
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Enables querying and managing Sentry projects, issues, and events through natur…
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| 33925 |
Paragraph MCP
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MCP server that connects AI agents to your Paragraph publication, enabling post…
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| 33926 |
A Model Context Protocol (MCP) server that exposes 48 tools covering the full s…
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| 33927 |
fal-ai-mcp
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Explore and search fal models to find the right fit for your tasks. Generate co…
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| 33928 |
mcp-crontab
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Provides tools to parse and describe cron expressions in plain English, and com…
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| 33929 |
solograph
Claim
Code intelligence MCP server for Claude Code providing multi-project code graph…
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| 33930 |
ATMcp
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Enables multiple LLM agents across devices to form teams, share knowledge, memo…
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| 33931 |
Apple Dev MCP Server
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Provides live Apple documentation fetching, Xcode build error analysis, and Swi…
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| 33932 |
paytabs-mcp
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MCP server for PayTabs payment gateway (MENA region). Enables payment page crea…
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| 33933 |
europepmc-mcp-server
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Enables searching and retrieving biomedical literature from Europe PMC, includi…
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| 33934 |
mcp-odoo-fintech
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Connects Claude Desktop to Odoo ERP via JSON-2 API for searching invoices, crea…
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| 33935 |
A Model Context Protocol (MCP) server exposing the FDA Purple Book — the databa…
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| 33936 |
xpresso
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Xcode MCP server for building, testing, running, and managing simulators direct…
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| 33937 |
Proxmox MCP Server
Claim
Enables interaction with Proxmox VE for managing VMs, containers, storage, and …
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| 33938 |
research-mcp
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A citation-finding research assistant for scientists, exposed as an MCP server …
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| 33939 |
google-calendar-mcp
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Enables reading Google Calendar events for a specific date using the getMyCalen…
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| 33940 |
Velociraptor MCP Server
Claim
Enables natural language interaction with Velociraptor DFIR through MCP, allowi…
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| 33941 |
MCP X++ Server
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Enables D365 F\&O development including object creation, modification, deletion…
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| 33942 |
A basic example of developing and running serverless MCP using Netlify Function…
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| 33943 |
Sweet MCP Server
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Stateless HTTP MCP server enabling QuickBooks integration through CLI commands,…
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| 33944 |
firebase-mcp
Claim
A Model Context Protocol server that exposes Firebase Firestore and Authenticat…
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| 33945 |
mcp-fetch-node
Claim
A Node.js port of the official Fetch MCP server that enables LLMs to fetch and …
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| 33946 |
context-repo-mcp
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An MCP server that enables AI assistants to manage Context Repo prompts, docume…
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| 33947 |
Local File Organizer
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A file organization MCP server that safely categorizes and manages files in all…
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| 33948 |
Trino MCP Server
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Enables executing SQL queries on Trino clusters via MCP, supporting multiple au…
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| 33949 |
Memory MCP Server
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Captures live conversation snapshots every 5 prompts and provides semantic reca…
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| 33950 |
claude-memory
Claim
A persistent memory MCP server for Claude Code that enables long-term recall ac…
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