MCP Server Quality Scores
Independent quality analysis of 35110 public MCP servers
Last updated 2 hours, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34101 |
Relay MCP Server
Claim
Provides cross-chain bridge and swap tools for AI agents using the Relay Protoc…
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| 34102 |
image-metadata-ai-mcp
Claim
image-metadata-ai-mcp MCP server by MEOK AI Labs
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| 34103 |
MCP server for Silpo online supermarket: products, cart, delivery, recipes.
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| 34104 |
MCP server for AI assistants: read, write, edit, and manage files securely on l…
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| 34105 |
MCP Testing Assistant
Claim
Enables automated testing and coverage reporting for MCP services with test exe…
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| 34106 |
Transpile Rust code to POSIX-compliant shell scripts with formal correctness gu…
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| 34107 |
MCP server for querying Foxhound traces from Claude Code, Cursor, and other MCP…
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| 34108 |
google-play-mcp
Claim
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| 34109 |
kinhsach
Claim
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| 34110 |
cchub
Claim
CCHub - Claude Code 生态管理平台 | Claude Code Ecosystem Management Platform (MCP, Sk…
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| 34111 |
AI Tutoring RAG System
Claim
Enables personalized AI tutoring by allowing students to upload PDF/DOCX study …
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| 34112 |
websets-mcp-server
Claim
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| 34113 |
A Model Context Protocol server that enables interaction with Shortcut (formerl…
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| 34114 |
live-music
Claim
AI agents experience music as math — stream concerts, react, chat, upgrade tier…
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| 34115 |
think
Claim
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| 34116 |
Delivery cost calculator and container dimensions for France. Real HT/TTC price…
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| 34117 |
A generic append-only log MCP server. Persist timestamped JSON entries and quer…
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| 34118 |
DART 재무제표 분석 MCP 서버
Claim
DART API를 활용하여 다중 기업의 재무제표 정보를 분석하고 시각화하는 서버로, 매출액, 당기순이익, 총자산 등 다양한 재무 지표를 차트와…
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| 34119 |
An MCP server for weather information.
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| 34120 |
fiber
Claim
Optical operations platform for AI datacenters — telemetry, Digital Twin, ML RU…
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| 34121 |
Congress.gov MCP Server
Claim
A proxy server that standardizes access to the Congress.gov API by automaticall…
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| 34122 |
Facticity AI
Claim
Real-time, multi-modal fact-checking for AI systems.
Facticity AI verifies cla…
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| 34123 |
Gmail integration with OAuth authentication, message search, batch operations, …
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| 34124 |
passoff
Claim
Enables handoff of context between AI coding agents like Claude Code, Cursor, C…
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| 34125 |
mcp-deepcontext
Claim
MCP server enabling symbol-aware semantic search in Claude Code, allowing preci…
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| 34126 |
Wisnu MCP
Claim
A travel booking server that enables searching for flights, hotels, and destina…
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| 34127 |
content-repurposer
Claim
Repurpose content into Twitter threads, LinkedIn posts, Substack notes, email, …
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| 34128 |
UnrealBlueprintMCP
Claim
Enables AI agents to create and modify Unreal Engine blueprints using natural l…
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| 34129 |
Webpage MCP Server
Claim
Enables querying and retrieving webpage content from websites by parsing sitema…
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| 34130 |
JSON DB MCP Server
Claim
Enables users to manage data in a simple JSON file database through MCP tools a…
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| 34131 |
Provides real-time stock quotes, technical analysis, and intelligent trading re…
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| 34132 |
mcp-server-indexforge
Claim
Submit URLs to Google and Bing for indexing, scan sitemaps, check index status.
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| 34133 |
patent20251012
Claim
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| 34134 |
Official NYC property, building, and venue intelligence for AI agents. Use when…
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| 34135 |
kanban
Claim
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| 34136 |
coinopai-mcp
Claim
Local stdio MCP server for x402-powered crypto intelligence and automation sear…
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| 34137 |
testing
Claim
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| 34138 |
An MCP server agent that enables analysis of YouTube videos by extracting trans…
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| 34139 |
Stitch Wand
Claim
Design token tools for Google Stitch: convert, validate, diff, lint, generate, …
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| 34140 |
breeze-mcp
Claim
Residential proxy mcp for AI agents — fetch, search, and access geo-restricted …
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| 34141 |
Google Docs MCP Server
Claim
Enables Claude to interact with Google Docs to list, read, create, search, and …
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| 34142 |
PageDrop MCP
Claim
Deploy and manage instant HTML sites with paste, upload, and ZIP deploy
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| 34143 |
An MCP server that enables Amazon Q CLI users to create, query, and manage Mave…
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| 34144 |
lore
Claim
Living typed knowledge graph for software projects, exposed over MCP so coding …
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| 34145 |
cerebras-code-mcp
Claim
Model Context Protocol (MCP) server for Cerebras to make coding faster in AI-fi…
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| 34146 |
hedera-hcs-mcp-server
Claim
AI-powered Hedera HCS topic intelligence for agents. Pay per call in HBAR.
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| 34147 |
UnoPim MCP Server
Claim
Enables Claude to manage the UnoPim Product Information Management system throu…
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| 34148 |
Enables comprehensive GitHub project management with 20 tools for issue trackin…
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| 34149 |
BOS MCP Server
Claim
MCP server enables AI assistants to interact with BOS ERP System via REST API, …
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| 34150 |
RX-Radar
Claim
[](https://smithery…
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