MCP Server Quality Scores
Independent quality analysis of 69419 public MCP servers
Last updated 3 hours, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38001 |
Pandough
Claim
Flour-first dough plans: yeast, hydration, schedule from flour you own. No API …
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| 38002 |
Prizmad
Claim
Generate AI UGC video ads from any product URL — avatars, voiceover, OAuth Conn…
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| 38003 |
ssr-concept-mcp
Claim
Concept-test your product with synthetic consumers, straight from Claude Code. …
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| 38004 |
Local mandate gate and proof trail for AI agents that take consequential action…
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| 38005 |
Firewalla MCP Server
Claim
Enables interaction with Firewalla network security devices for network monitor…
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| 38006 |
An MCP server that enables AI image editing and generation using the GPT Image …
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| 38007 |
Drive a running Ikenga desktop app from MCP clients — DOM, click, type, navigat…
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| 38008 |
coinapi-mcp-server
Claim
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| 38009 |
Provides a standardized interface for interacting with Ahrefs's tools and servi…
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| 38010 |
Crosby, TX Weather
Claim
Crosby, TX weather, air quality, tropics, floods, fishing, pollen, roads, radar…
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| 38011 |
Gmail MCP Server
Claim
Enables AI agents to search, read, send, and organize Gmail emails via MCP prot…
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| 38012 |
dankgeek-gsc-mcp
Claim
A remote MCP server template deployable on Cloudflare Workers without authentic…
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| 38013 |
instxnt
Claim
Create instxnt.xyz storefronts through Claude: add products, connect Stripe, go…
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| 38014 |
changegamer
Claim
Agent-first resource directory for AI agents: protocols, security, RAG, memory,…
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| 38015 |
agentskillupdategate-mcp
Claim
Paid remote MCP for Claude Code skill update gate MCP, structured receipts, aud…
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| 38016 |
MCP server for Google Veo 3.1 video generation. Supports text/video/image-based…
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| 38017 |
mcp-chzzk
Claim
Enables querying the Chzzk live-streaming platform for channels, live broadcast…
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| 38018 |
shemcp
Claim
An MCP server that provides sandboxed shell command execution with configurable…
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| 38019 |
openapi
Claim
🐍 ☁️ - LongPort OpenAPI provides real-time stock market data, provides AI acces…
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| 38020 |
Equinix NetworkEdge MCP Server is an AI-powered interface that enables customer…
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| 38021 |
Free, no-account verification of KeyHalve-sealed documents. Read-only; never re…
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| 38022 |
Paper trade prediction markets at live prices from your AI agent, and score eve…
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| 38023 |
mcp-bonusly
Claim
Enables management of Bonusly employee recognition bonuses, including listing, …
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| 38024 |
oh-my-kimichan
Claim
Production-ready multi-agent orchestration harness for Kimi Code CLI (K2.6): wo…
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| 38025 |
mcp-comms
Claim
Enables multiple AI agents to communicate and coordinate via a shared SQLite-ba…
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| 38026 |
yandex-searchapi-mcp
Claim
Provides tools for web, image, generative search, and Wordstat keyword statisti…
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| 38027 |
big-brain
Claim
Enables AI assistants to read and write to a personal knowledge vault of markdo…
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| 38028 |
World Clock
Claim
Get the current time in any timezone. Set a default timezone for fast lookups. …
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| 38029 |
jorkal-nft-mcp
Claim
Solana NFT market data from Magic Eden — floor prices, cheapest listings, colle…
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| 38030 |
devctl-mcp
Claim
An MCP server that lets Claude manage long-running development processes across…
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| 38031 |
camoufox-jsreverser-mcp
Claim
A JavaScript reverse engineering MCP server for Firefox with stealth capabiliti…
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| 38032 |
computer-use-linux
Claim
Controls a real Linux desktop from any MCP host. Reads accessibility trees, tak…
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| 38033 |
@letretro/mcp
Claim
Enables AI coding tools to access LetRetro retrospectives, boards, cards, and t…
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| 38034 |
sellabot-mcp
Claim
An MCP server that exposes marketplace seller operations (Shopee first) as tool…
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| 38035 |
mcp-podcast-generator
Claim
Generates podcast audio from scripts using Google Gemini TTS, supporting single…
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| 38036 |
Vynix
Claim
Give AI coding agents access to your Vynix visual feedback, bug reports, and AI…
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| 38037 |
igloo-mcp
Claim
MCP server for searching and retrieving content from Igloo digital workplace in…
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| 38038 |
Terminal MCP Server
Claim
Enables executing shell commands on the host system via an MCP tool, with JWT/O…
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| 38039 |
SendLayer MCP Server
Claim
Enables sending emails and managing webhooks through the SendLayer API. Support…
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| 38040 |
Groupon MCP Server
Claim
Provides MCP tools for discovering Groupon-style deals (search, get, compare) f…
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| 38041 |
hasura-mcp-server
Claim
Enables read-only interaction with Hasura GraphQL APIs, including table explora…
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| 38042 |
A comprehensive Model Context Protocol (MCP) server that provides complete acce…
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| 38043 |
Veritas
Claim
An AI-powered data investigation workspace for Product Managers, combining stru…
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| 38044 |
robot-mcp-server
Claim
A robot-control MCP server enabling LLMs to control Unitree robots and DJI Tell…
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| 38045 |
google-slides-mcp
Claim
Enables creating, reading, and modifying Google Slides presentations programmat…
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| 38046 |
tex-browse-use
Claim
TEX is an MCP server that enables Claude Code to perform browser tasks using pl…
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| 38047 |
Autotask Search
Claim
Enables LLMs to search and retrieve Autotask tickets, companies, and contacts u…
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| 38048 |
A powerful MCP server for browser debugging and reverse engineering, providing …
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| 38049 |
HTMLvault
Claim
Publish and manage secure HTML links: PII/secret scanning, batch create, patch …
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| 38050 |
screenpipe
Claim
🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, S…
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