MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51551 |
hyperliquid-mcp
Claim
A Model Context Protocol (MCP) server for the Hyperliquid decentralized exchang…
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| 51552 |
local-mcp-testing
Claim
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| 51553 |
ClipACanvas
Claim
Render HTML/CSS/JS/SVG animations into high-quality MP4 videos. Exposes render …
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| 51554 |
mc-mcp-server
Claim
Enables AI-driven interactions with Minecraft through a WebSocket-based server …
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| 51555 |
mindnode-mcp
Claim
Enables reading and writing MindNode mind maps directly by parsing their on-dis…
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| 51556 |
Jira MCP OAuth gateway
Claim
MCP server that connects AI assistants to your Jira site, supporting PAT or SSO…
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| 51557 |
SongSage
Claim
SongSage is a Model Context Protocol (MCP) server that connects BirdNET-Analyze…
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| 51558 |
Connects AI assistants to FIS IntelliMatch SQL Server database for read-only BA…
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| 51559 |
Playwright MCP
Claim
Provides browser automation capabilities using Playwright, allowing LLMs to int…
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| 51560 |
Transforms AI coding assistants into context-aware developers by auto-detecting…
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| 51561 |
Enables creating and managing automated workflows with triggers, actions, webho…
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| 51562 |
youtube-transcript-mcp
Claim
Transcribe YouTube videos for LLM chat applications. Supports fetching transcri…
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| 51563 |
MWID MCP Server
Claim
Model Context Protocol (MCP) server for the MetaWealth Asset Launch Dashboard. …
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| 51564 |
kumbaya-mcp
Claim
Live access to Kumbaya's DEX, launchpad, social data, and search on MegaETH thr…
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| 51565 |
capman-mcp
Claim
Exposes capman capability manifests as typed, governed MCP tools for use with C…
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| 51566 |
mcp-brain
Claim
A personal second brain on Cloudflare Workers that stores knowledge as a semant…
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| 51567 |
godot-docs-mcp
Claim
Query Godot Engine documentation with full-text search across classes, methods,…
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| 51568 |
lufthaven
Claim
Provides real-time flight status, airport weather, delays, cheap flight deals, …
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| 51569 |
comfyui-mcp
Claim
MCP server exposing a local (or LAN) ComfyUI instance's HTTP API as tools, so a…
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| 51570 |
expense-mcp-server
Claim
Enables AI assistants to track and manage expenses, including adding, viewing, …
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| 51571 |
ibanchecker-mcp
Claim
IBAN validation, extraction, format specs, and BIC/SWIFT lookup tools for AI as…
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| 51572 |
Query 237 features from Shopify's Spring '26 Edition with per-claim trust ratin…
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| 51573 |
hve-squad MCP server
Claim
An outbound MCP server that exposes a squad of 98 advisory agents as five model…
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| 51574 |
mcp-gtags-server
Claim
Provides fast, indexed code navigation (definitions, references, callers, etc.)…
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| 51575 |
Image Gen MCP Server
Claim
A multi-provider MCP server that enables AI agents to generate and edit images …
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| 51576 |
MCP Datadog Server
Claim
Enables AI assistants to interact with Datadog APIs for querying metrics, logs,…
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| 51577 |
codeforge-mcp
Claim
Enables MCP-compatible clients to delegate senior software engineering tasks li…
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| 51578 |
LBrain MCP Server
Claim
Enables AI agents to perform hybrid semantic+keyword search over structured mar…
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| 51579 |
Odoo XML-RPC MCP Server
Claim
Enables interaction with Odoo instances via XML-RPC, supporting CRUD operations…
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| 51580 |
WhatsApp MCP Server
Claim
Enables Claude to read and send WhatsApp messages through a self-hosted REST AP…
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| 51581 |
mcp-tool-server
Claim
A secure, production-grade MCP server that provides filesystem operations, AST …
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| 51582 |
wa-bridge
Claim
A self-hosted WhatsApp bridge that exposes a stdio MCP server with ~20 tools fo…
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| 51583 |
Analyzes any codebase to detect project type, languages, frameworks, entry poin…
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| 51584 |
gemini-mcp-server
Claim
Enables Claude to analyze codebases, search the web, process images, and brains…
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| 51585 |
mcp-elicitation-proxy
Claim
Let existing MCP servers ask for missing required tool arguments through MCP el…
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| 51586 |
L402 Gateway
Claim
Enables AI agents to manage Bitcoin micropayments, service offers, and escrow c…
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| 51587 |
MCP server for Citizen of the Cloud — agent identity verification, trust scorin…
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| 51588 |
manim-server
Claim
An MCP server that enables creating and rendering Manim animations by building …
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| 51589 |
trane-mcp
Claim
Provides AI agents with read access to Trane Tracer SC+ building automation sys…
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| 51590 |
gst-validator-mcp
Claim
Validates Indian GSTIN numbers with structural checks, embedded PAN extraction,…
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| 51591 |
Enables performing arithmetic operations (add, subtract, multiply, divide, powe…
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| 51592 |
mcp-telegram-local
Claim
Connect Claude to your personal Telegram account via MTProto to read messages, …
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| 51593 |
An MCP server for Datto SaaS Protection, providing tools to manage cloud backup…
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| 51594 |
Total Recall
Claim
Persistent cross-session memory for AI coding assistants, automatically capturi…
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| 51595 |
gsd-mcp-server
Claim
MCP server for the GSD (Get Shit Done) lifecycle framework. Exposes GSD project…
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| 51596 |
notion-mcp
Claim
Personal Notion MCP server with tools for task management, wrapping the Notion …
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| 51597 |
morph-websearch-mcp
Claim
Enables web search, page fetching, and AI-powered research via DuckDuckGo, with…
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| 51598 |
linux-harness-mcp
Claim
Exposes a Linux host with shell, Python, and filesystem tools as MCP tools over…
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| 51599 |
py-sandbox
Claim
Enables AI agents to execute arbitrary Python code securely in a sandboxed envi…
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| 51600 |
mcp-appium-gestures
Claim
Provides resources and tools for generating Appium mobile gesture code (tap, sw…
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