MCP Server Quality Scores
Independent quality analysis of 69182 public MCP servers
Last updated 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52501 |
Terrain
Claim
Terrain indexes entire codebases into a queryable knowledge graph, providing AI…
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| 52502 |
myco-brain
Claim
Myco Brain gives AI agents persistent, source-traceable memory and a knowledge …
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| 52503 |
confluence-mcp
Claim
MCP server for Confluence REST API enabling page retrieval, attachment download…
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| 52504 |
XFuel
Claim
Submit AI inference to XFuel, pay per task (USDC via x402 or TFUEL), fetch/veri…
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| 52505 |
mcp-server-dameng
Claim
MCP server enabling AI assistants to connect and query Dameng DM8 databases via…
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| 52506 |
vscode-helper
Claim
Enables AI agents to control VSCode workspaces, including file operations, term…
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| 52507 |
Kazakhstan payments for AI agents — cards (Freedom Pay) via Freedom Pay. Never …
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| 52508 |
SSP GHL MCP Server
Claim
Enables interaction with the Swipe Saver Pro GHL location for managing contacts…
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| 52509 |
Generates customized, production-grade MCP servers for Rocket.Chat by selecting…
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| 52510 |
tubemcp
Claim
MCP server that lets AI agents search YouTube and fetch transcripts.
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| 52511 |
TOPY.AI · AI CTO
Claim
Founders' AI CTO: CI failures explained, PRs and checks, release notes, alerts.
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| 52512 |
mybrain
Claim
A personal knowledge base MCP server with semantic search, storing thoughts in …
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| 52513 |
HRizzle-HR-Assist
Claim
MCP-based HR automation tool that streamlines employee onboarding, leave manage…
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| 52514 |
mcp-bridge
Claim
MCP server for Cocos Creator that enables AI tools to automate scene editing, r…
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| 52515 |
An MCP server that connects to OpenRouter's API to provide Perplexity's models …
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| 52516 | — | |||||||||
| 52517 |
Stock Price
Claim
Fetch current stock quotes by ticker symbol across global markets. Integrate up…
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| 52518 |
Transistor MCP Server
Claim
Manage Transistor.fm podcasts: episodes, analytics, transcripts, and webhooks.
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| 52519 |
BidDeed MCP
Claim
AI-powered foreclosure auction intelligence for Florida counties via MCP tools.
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| 52520 |
agent-canvas-arena
Claim
A decentralized 32×32 pixel-war execution grid for autonomous AI agents on Base…
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| 52521 |
raggy-mcp
Claim
Provides centralized, persistent memory and knowledge graph for AI agents via R…
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| 52522 |
Color Palette
Claim
Create harmonious color palettes based on theory and convert colors between for…
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| 52523 |
ZimAgent
Claim
Enables offline CRUD and semantic search on Wikipedia ZIM archives via MCP tool…
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| 52524 |
UniFi Network MCP Server
Claim
Enables AI assistants to manage and monitor UniFi network infrastructure throug…
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| 52525 |
weather-taipei
Claim
Provides weather reports for Zhongshan District, Taipei, Taiwan and other Taiwa…
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| 52526 |
TeslaMate MCP Server
Claim
Enables AI assistants to query Tesla vehicle data and analytics from a TeslaMat…
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| 52527 |
Food MCP Server
Claim
Provides comprehensive food hierarchy and nutrition data through structured too…
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| 52528 |
Jira-Next-Gen
Claim
A Model Context Protocol (MCP) server for interacting with Atlassian Jira. Conn…
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| 52529 |
quickwit-mcp
Claim
A read-only MCP server that exposes Quickwit log search and aggregations to LLM…
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| 52530 |
A unified MCP server for Tavily and Brave Search APIs that features automatic A…
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| 52531 |
freeagent-mcp-server
Claim
MCP server that provides 76 tools for the FreeAgent accounting API, enabling ma…
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| 52532 |
Buienradar MCP Server
Claim
Fetches precipitation forecasts for any location using Buienradar, providing re…
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| 52533 |
test1
Claim
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| 52534 |
Curie Commerce
Claim
Search, compare in 3D, and buy products from 5.6M+ Shopify stores. Free tier; P…
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| 52535 |
Weather MCP
Claim
A weather service MCP server that provides current weather data, resource endpo…
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| 52536 |
MCP server for image optimization, conversion, AI generation, and gallery manag…
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| 52537 |
@vibetools/dokploy-mcp
Claim
Enables deploying, managing, and interacting with Dokploy applications via natu…
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| 52538 |
MiniCPM Vision MCP
Claim
为DeepSeek、Claude Desktop等AI助手提供本地视觉能力,支持图片描述和视频帧分析,数据不出机。
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| 52539 |
Cocos Creator Local MCP
Claim
An MCP server for local Cocos Creator 3.8 automation, enabling coding agents to…
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| 52540 |
scratch-mcp
Claim
Enables AI agents to programmatically edit Scratch .sb3 projects and preview ch…
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| 52541 |
Universal MCP Server
Claim
Provides comprehensive MCP functionality with GGUF model integration, enabling …
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| 52542 |
streamlinear
Claim
A lightweight MCP server that enables Claude to interact with Linear via a sing…
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| 52543 |
Jupyter MCP Server
Claim
Enables AI agents to interact with Jupyter notebooks via MCP tools for querying…
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| 52544 |
Proton Calendar MCP
Claim
A dark industrial-themed MCP server that displays your Proton Calendar events d…
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| 52545 |
Orbis Prism MCP
Claim
Analyzes Hytale game SDK by automatically detecting the installation, decompili…
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| 52546 |
kirowebreleasebinder-mcp
Claim
Remote MCP for Kiro release readiness, evidence binders, signoff, and CI approv…
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| 52547 |
vsfclubshashi
Claim
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| 52548 |
Dual Registry
Claim
Free dual MCP+agent registry. Probe Live, free demo, Kernel/Loop. Self-list + d…
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| 52549 |
acf-mcp
Claim
Official ACF® MCP server — Agentic Commerce Framework® governance copilot for A…
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| 52550 |
Nigerian & Commonwealth legal reasoning, RAG search, contract analysis, and cit…
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