MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 3 hours, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49751 |
agent-bev
Claim
The world's largest agentic B2B hub for beer, wine and spirits. Powered by CUVE…
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| 49752 |
MCP Server Template
Claim
A template for building Model Context Protocol (MCP) servers using TypeScript, …
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| 49753 |
Socialync
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Draft, schedule, and publish posts to 8 social platforms with human approval vi…
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| 49754 |
Atako
Claim
Remote MCP server to run your Atako AI agents: chat, projects, files, integrati…
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| 49755 |
Claidex MCP
Claim
Biomedical failure intelligence platform for terminated trials and translationa…
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| 49756 |
taiwan-data-mcp
Claim
讓AI助理直接查詢台灣公開資料,包括公司登記、詐騙查核與實價登錄,資料即時且附來源連結。
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| 49757 |
zerodrive-mcp-server
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A Model Context Protocol (MCP) server for ZeroDrive file management. It enables…
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| 49758 |
thread-mind-mcp
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Structures AI conversations into hierarchical thread trees, replacing full hist…
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| 49759 |
fishkeeper-ai-mcp
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fishkeeper-ai-mcp MCP server by MEOK AI Labs
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| 49760 |
MCP Long Context Reader
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MCP Long Context Reader is a Python-based toolkit designed to overcome the cont…
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| 49761 |
cloudflare-email
Claim
An MCP server that receives emails on your domain and allows AI assistants to s…
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| 49762 |
BetSlip Doctor
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Your agent grades every slip A+ to F-, links your books and tracks your record.…
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| 49763 |
autotuesday-kb-mcp
Claim
Enables secure access to an organizational knowledge base via Supabase (RLS), p…
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| 49764 |
memgrep
Claim
Enables agents to search and retrieve past chat transcripts from a local memory…
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| 49765 |
PennyPilot
Claim
AI copilot for French accounting firms on Pennylane. Monthly close memo in 8s, …
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| 49766 |
forge-mcp
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A production-grade, LLM-agnostic local development engine over MCP, providing s…
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| 49767 |
Bloodtest MCP Server
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A comprehensive health coaching system that combines blood test analysis with e…
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| 49768 |
Agent Groundcrew
Claim
Human field services for AI agents: site photos, equipment checks, remote hands…
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| 49769 |
unicefstats-mcp
Claim
MCP server for UNICEF child development statistics. Query 790+ child-focused in…
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| 49770 |
Local LLM MCP Tool
Claim
A local MCP server that runs Llama models entirely on your machine. No API keys…
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| 49771 |
BlitzAPI
Claim
Search and enrich B2B companies and people: verified work emails, US phone numb…
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| 49772 |
llm-vision-mcp
Claim
A TypeScript MCP server that gives text-only LLMs image understanding through S…
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| 49773 |
Turn one sentence into finished ads: video ads, UGC, product photos, voiceover,…
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| 49774 |
ai-bookmark-mcp
Claim
A local-first MCP server that turns browser bookmark exports into a searchable …
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| 49775 |
Enables automated LinkedIn lead generation and outreach through profile search,…
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| 49776 |
relai-mcp-server
Claim
Lets any MCP-compatible AI agent authorize itself with RelAI and call paid x402…
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| 49777 |
Bowmark
Claim
Do things on live websites: prices, availability, quotes, bookings, anything be…
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| 49778 |
catalog-api
Claim
Agent-native product catalog: 300M+ products across US+SEA. Search, compare, de…
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| 49779 |
inventory-management-ai-mcp MCP server by MEOK AI Labs
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| 49780 |
A flock of AI users tests your deployed app and reports where real people get s…
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| 49781 |
Yandex Ultimate MCP
Claim
Unifies multiple Yandex MCP servers (Direct, Metrika, Webmaster, Tracker, Cloud…
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| 49782 |
data-transform
Claim
Cloudflare Workers MCP server: data-transform
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| 49783 |
onramperx
Claim
Non-custodial value router: ranked fiat/crypto & cross-chain routes, swaps, onr…
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| 49784 |
ERPNext MCP Server
Claim
A comprehensive MCP server for ERPNext providing generic, doctype-agnostic acce…
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| 49785 |
A Model Context Protocol server that enables AI models to extract structured da…
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| 49786 |
MCP server for Jira and Confluence integration with 32 tools for managing ticke…
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| 49787 |
Celesto Cloud Computers
Claim
Hosted MCP for Celesto cloud computers: create, exec, ports, start/stop/delete.
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| 49788 |
DutyHub MCP Server
Claim
Enables Claude to automate project management on DutyHub, including tasks, spri…
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| 49789 |
MCPlexer
Claim
A tiny MCP proxy for running multiple labeled instances of the same MCP server …
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| 49790 |
Commercializer
Claim
Commercial strategy for medical device and life-science companies, read from th…
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| 49791 |
oriel
Claim
Safety-gated AI control of Docker and Colima: containers, images, volumes, netw…
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| 49792 |
Kommo CRM MCP Server
Claim
Enables AI agents to manage Kommo CRM (formerly AmoCRM) entities including lead…
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| 49793 |
Compeller
Claim
Create and track AI music videos and audio-reactive visuals from songs.
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| 49794 |
aistuff
Claim
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| 49795 |
outlty-mcp
Claim
Exposes FastAPI API-key management and request-making routes as MCP tools, enab…
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| 49796 |
marvenn-mcp
Claim
Marvenn MCP Server
AI-powered outbound marketing automation for agencies.
Wha…
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| 49797 |
wartegonline-mcp
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| 49798 |
screen-memory-mcp
Claim
Enables Claude to remember and search everything that appeared on your screen u…
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| 49799 |
Directmedia MCP
Claim
Provides programmatic access to the Directmedia Publishing 'Digitale Bibliothek…
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| 49800 |
pydantic-mcp-demo
Claim
Serve a pydantic-ai toolset as an MCP server, enabling reuse of tools across ag…
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