MCP Server Quality Scores
Independent quality analysis of 69052 public MCP servers
Last updated 5 hours, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61701 |
Ghostrouter
Claim
Search the live web to retrieve up-to-date information and bypass knowledge cut…
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| 61702 |
Chainstack
Claim
Deploy and manage blockchain nodes across 70+ protocols, search docs, request t…
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| 61703 |
Supermemory
Claim
A recreation of the Supermemory MCP with all features of the Supermemory API
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| 61704 |
mobile-growth-mcp
Claim
MCP server for mobile growth & user acquisition, connecting LLMs to a curated k…
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| 61705 |
Meetings MCP Server
Claim
Provides read-only access to Google Drive meeting transcripts and Google Calend…
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| 61706 |
Klarova
Claim
A governed context layer for internal data exposed over MCP, enabling agents to…
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| 61707 |
An MCP server that provides AI assistants with searchable access to Cardano eco…
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| 61708 |
RawTrace MCP
Claim
Records raw DOM mutations and network events during AI agent browser interactio…
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| 61709 |
airflow-unfactor
Claim
An MCP server that converts Apache Airflow DAGs into Prefect flows. It provides…
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| 61710 |
@lumiastream/mcp
Claim
An MCP server for Lumia Stream that lets AI assistants trigger commands, set li…
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| 61711 |
Astro Agent
Claim
Provides live astronomical telemetry and space data, including ISS tracking, NA…
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| 61712 |
A production-ready MCP server that authenticates agents via OAuth 2.1 Bearer to…
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| 61713 |
Bangumi MCP
Claim
Enables searching and retrieving information about anime, manga, and related co…
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| 61714 |
marboba-mcp
Claim
MarBoba IDP catalog as MCP tools: projects, APIs, runbooks, on-call, SLOs. Brin…
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| 61715 |
mcp-dauthau
Claim
Connects AI tools to Vietnamese bid (đấu thầu) lookup service DauThau via MCP, …
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| 61716 |
MCP INPI
Claim
Enables querying French business registers (RNE, BODACC) and trademarks via INP…
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| 61717 |
DeepMap MCP
Claim
Enables LLMs to directly access and analyze cancer dependency data from the Dep…
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| 61718 |
mcp-resilland
Claim
AI-powered spatial intelligence for landscape restoration, enabling queries on …
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| 61719 |
Provides AI knowledge base query service for Cocos Creator 3.8.8 + exia-framewo…
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| 61720 |
ComputerMate
Claim
Enables AI to control a computer through mouse, keyboard, and screen capture to…
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| 61721 |
computer-use-mac-mcp
Claim
MCP server for macOS desktop automation enabling screenshot, click, type, scrol…
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| 61722 |
logicroomx-mcp
Claim
Real-time crypto spread, funding rates, and cash & carry yields across Binance …
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| 61723 |
intlpull
Claim
AI-powered i18n platform with 50+ tools for translations, OTA releases, and mor…
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| 61724 |
hangang-code-graph
Claim
MCP server for indexing source code from repositories into a Neo4j graph databa…
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| 61725 |
test
Claim
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| 61726 |
Keboola MCP Server
Claim
Connects AI agents and MCP clients to Keboola, enabling storage queries, SQL tr…
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| 61727 |
action1-mcp
Claim
An MCP server for Action1, a cloud-native RMM platform, enabling remote monitor…
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| 61728 |
atag-mcp
Claim
ATAG 2.0 (Authoring Tool Accessibility Guidelines) guidance for authoring tool …
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| 61729 |
remoteopenclaw-mcp
Claim
Search the Remote OpenClaw directory of MCP servers, agent skills and plugins f…
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| 61730 |
LearningSuite MCP Server
Claim
A Model Context Protocol (MCP) server that provides tools for interacting with …
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| 61731 |
translation-ai-mcp
Claim
Translation Ai automation via MCP. Includes translate text, detect language, ch…
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| 61732 |
AWS SES MCP Server
Claim
Sends emails using AWS Simple Email Service (SES) with support for HTML/plain t…
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| 61733 |
Provide AI assistants with comprehensive PostgreSQL database management capabil…
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| 61734 |
AdsTurbo Creative MCP
Claim
Local-only MCP server and CLI for AI video ad briefs, UGC scripts, storyboards,…
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| 61735 |
StarLine MCP
Claim
MCP server for controlling StarLine car alarms via AI agents like Claude, provi…
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| 61736 |
lldb-mcp-server
Claim
An MCP server that exposes LLDB debugging capabilities, enabling AI-assisted in…
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| 61737 |
MCP Server for RQ-SCAN - AI-powered document OCR and data extraction platform
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| 61738 |
EODHD MCP Server
Claim
Enables interaction with EOD Historical Data APIs, providing access to 75 read-…
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| 61739 |
local-llm-delegation-mcp
Claim
Optimizes token costs by intelligently delegating low-complexity tasks to local…
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| 61740 |
Enables AI assistants to read, create, and modify Figma designs, synchronize de…
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| 61741 |
SchemaVault
Claim
MCP server for storing and retrieving database schema information for LLMs. Ena…
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| 61742 |
SLIM MCP Server
Claim
Enables Claude to fetch web content in SLIM format, reducing tokens by ~90% for…
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| 61743 |
ubuntu-insights
Claim
Provides Ubuntu system information (CPU, memory, disk, network, services, proce…
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| 61744 |
Fast, local VM orchestration (QEMU/KVM) with native MCP support for autonomous …
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| 61745 |
nodecel
Claim
Vibe deployment for nodecel — deploy, roll back, diagnose, and manage apps and …
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| 61746 |
Exposes structured code generation tools via MCP protocol, enabling users to ge…
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| 61747 |
mcp
Claim
MCP server for Web Bluetooth on iOS Safari: scaffolding, UUID lookup, extension…
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| 61748 |
TTS MCP Server
Claim
Text-to-speech MCP server using Microsoft Edge TTS, supporting multiple voices …
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| 61749 |
MongoDB MCP Server
Claim
Enables AI assistants to interact natively with MongoDB databases, including sc…
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| 61750 |
OmniBridge MCP Server
Claim
Provides isolated sandbox environments for AI agents to execute code securely, …
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