MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 1 hour, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38301 |
AI-powered quantitative research assistant with 45 tools for causal inference m…
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| 38302 |
LLMDoc
Claim
MCP server for semantic search across llms.txt documentation sources, with hybr…
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| 38303 |
SNOMED CT MCP Server
Claim
An MCP server that provides SNOMED CT clinical terminology lookup via any FHIR …
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| 38304 |
Daily ecommerce revenue, inventory, listing, shipping, and restock operations i…
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| 38305 |
eyeot ERP
Claim
ERP français avec serveur MCP natif : plus de 1 800 actions métier auto-générée…
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| 38306 |
Slack MCP
Claim
Enables Slack workspace integration including channel creation, user invites, m…
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| 38307 |
verifactu-mcp
Claim
MCP server para VeriFactu (AEAT). Facturación electrónica española desde Claude…
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| 38308 |
jamp
Claim
Agent-run site monitoring: install JAMP, read errors, uptime, vitals and traffi…
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| 38309 |
Obsidian MCP for ChatGPT
Claim
This MCP server bridges ChatGPT web with an Obsidian vault, allowing ChatGPT to…
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| 38310 |
tmux-mcp
Claim
A persistent, stateful MCP server that exposes a detached tmux session to clien…
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| 38311 |
Doklad.ai
Claim
Czech invoicing for freelancers and SMEs: invoices, customers, expenses, paymen…
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| 38312 |
dexscreener-mcp
Claim
DexScreener on-chain market data: search pairs, tokens, pools, trending tokens.…
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| 38313 |
Pandough
Claim
Flour-first dough plans: yeast, hydration, schedule from flour you own. No API …
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| 38314 |
Prizmad
Claim
Generate AI UGC video ads from any product URL — avatars, voiceover, OAuth Conn…
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| 38315 |
ssr-concept-mcp
Claim
Concept-test your product with synthetic consumers, straight from Claude Code. …
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| 38316 |
Local mandate gate and proof trail for AI agents that take consequential action…
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| 38317 |
Firewalla MCP Server
Claim
Enables interaction with Firewalla network security devices for network monitor…
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| 38318 |
An MCP server that enables AI image editing and generation using the GPT Image …
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| 38319 |
Drive a running Ikenga desktop app from MCP clients — DOM, click, type, navigat…
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| 38320 |
coinapi-mcp-server
Claim
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| 38321 |
Provides a standardized interface for interacting with Ahrefs's tools and servi…
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| 38322 |
Crosby, TX Weather
Claim
Crosby, TX weather, air quality, tropics, floods, fishing, pollen, roads, radar…
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| 38323 |
Gmail MCP Server
Claim
Enables AI agents to search, read, send, and organize Gmail emails via MCP prot…
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| 38324 |
dankgeek-gsc-mcp
Claim
A remote MCP server template deployable on Cloudflare Workers without authentic…
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| 38325 |
instxnt
Claim
Create instxnt.xyz storefronts through Claude: add products, connect Stripe, go…
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| 38326 |
changegamer
Claim
Agent-first resource directory for AI agents: protocols, security, RAG, memory,…
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| 38327 |
agentskillupdategate-mcp
Claim
Paid remote MCP for Claude Code skill update gate MCP, structured receipts, aud…
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| 38328 |
MCP server for Google Veo 3.1 video generation. Supports text/video/image-based…
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| 38329 |
mcp-chzzk
Claim
Enables querying the Chzzk live-streaming platform for channels, live broadcast…
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| 38330 |
shemcp
Claim
An MCP server that provides sandboxed shell command execution with configurable…
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| 38331 |
openapi
Claim
🐍 ☁️ - LongPort OpenAPI provides real-time stock market data, provides AI acces…
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| 38332 |
Equinix NetworkEdge MCP Server is an AI-powered interface that enables customer…
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| 38333 |
Free, no-account verification of KeyHalve-sealed documents. Read-only; never re…
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| 38334 |
Paper trade prediction markets at live prices from your AI agent, and score eve…
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| 38335 |
mcp-bonusly
Claim
Enables management of Bonusly employee recognition bonuses, including listing, …
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| 38336 |
oh-my-kimichan
Claim
Production-ready multi-agent orchestration harness for Kimi Code CLI (K2.6): wo…
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| 38337 |
mcp-comms
Claim
Enables multiple AI agents to communicate and coordinate via a shared SQLite-ba…
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| 38338 |
yandex-searchapi-mcp
Claim
Provides tools for web, image, generative search, and Wordstat keyword statisti…
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| 38339 |
big-brain
Claim
Enables AI assistants to read and write to a personal knowledge vault of markdo…
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| 38340 |
World Clock
Claim
Get the current time in any timezone. Set a default timezone for fast lookups. …
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| 38341 |
jorkal-nft-mcp
Claim
Solana NFT market data from Magic Eden — floor prices, cheapest listings, colle…
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| 38342 |
devctl-mcp
Claim
An MCP server that lets Claude manage long-running development processes across…
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| 38343 |
camoufox-jsreverser-mcp
Claim
A JavaScript reverse engineering MCP server for Firefox with stealth capabiliti…
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| 38344 |
computer-use-linux
Claim
Controls a real Linux desktop from any MCP host. Reads accessibility trees, tak…
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| 38345 |
@letretro/mcp
Claim
Enables AI coding tools to access LetRetro retrospectives, boards, cards, and t…
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| 38346 |
sellabot-mcp
Claim
An MCP server that exposes marketplace seller operations (Shopee first) as tool…
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| 38347 |
mcp-podcast-generator
Claim
Generates podcast audio from scripts using Google Gemini TTS, supporting single…
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| 38348 |
Vynix
Claim
Give AI coding agents access to your Vynix visual feedback, bug reports, and AI…
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| 38349 |
igloo-mcp
Claim
MCP server for searching and retrieving content from Igloo digital workplace in…
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| 38350 |
Terminal MCP Server
Claim
Enables executing shell commands on the host system via an MCP tool, with JWT/O…
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