MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 hour, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38101 |
MCP File Tools Server
Claim
Provides file system operations (read, search, list) and time queries, enabling…
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| 38102 |
ai-agent-scratchpad
Claim
Cloudflare Workers MCP server: ai-agent-scratchpad
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| 38103 |
brave-image-mcp
Claim
An MCP server that provides image search capabilities via the Brave Image Searc…
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| 38104 |
MCP Hub Security
Claim
Security gate that scans MCP servers and Claude Code Skills for vulnerabilities…
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| 38105 |
A production-grade Model Context Protocol server for PostgreSQL. Lets AI agents…
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| 38106 |
IRIS Legacy
Claim
Archived monolithic MCP server that provided 28 tools for Microsoft 365 (email,…
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| 38107 |
gymtracker
Claim
Universal MCP server for Gymtracker that enables AI coding agents to read and w…
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| 38108 |
MCP Code Reviewer
Claim
Enables AI-powered code review and improvement, including analysis, refactoring…
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| 38109 |
Tegro Wallet MCP
Claim
Provides read-only, real-time access to TON blockchain data including wallet ba…
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| 38110 |
A minimalist MCP server that fetches transcripts from YouTube videos using the …
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| 38111 |
A Model Context Protocol (MCP) server for Elite Dangerous that provides tools t…
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| 38112 |
lol-wiki-mcp
Claim
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| 38113 |
genefoundry
Claim
Federates 13 gene-related MCP backends (gnomAD, GTEx, etc.) behind a single Str…
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| 38114 |
easycslearning
Claim
Gives Claude read-only access to EasyCS Learning Firebase data, enabling querie…
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| 38115 |
MCP LocalStack Server
Claim
Provides conversational access to LocalStack AWS services (S3, DynamoDB, Lambda…
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| 38116 |
Enable seamless interaction with the Wuolah platform to post educational conten…
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| 38117 |
my_mcp_server
Claim
A multi-tool MCP server that summarizes YouTube transcripts, provides transcrip…
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| 38118 |
agent-store
Claim
Minimal agent telemetry store with OTLP/HTTP ingestion to Postgres and MCP stre…
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| 38119 |
MAQAMI Travel
Claim
Book hotels worldwide — search, price, prebook & book across 249 countries. 65 …
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| 38120 |
SecondBrain MCP
Claim
Provides a read-only semantic layer over an Obsidian vault, enabling queries ab…
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| 38121 |
Automates task execution from Notion across GitHub, Instagram, VS Code, and Tel…
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| 38122 |
solocrawl
Claim
Enables web search, scraping, and live package version lookup for local LLMs, w…
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| 38123 |
Provides a 'scan_website' tool to analyze target websites for security vulnerab…
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| 38124 |
kshana-mcp
Claim
Validated PNT-resilience simulator over MCP — SGP4/SDP4 orbit propagation, IAU …
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| 38125 |
WordPress MCP Server
Claim
A local server that enables Claude or other MCP tools to manage WordPress posts…
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| 38126 |
lograft
Claim
MCP server that transforms raw log query results into structured incident repor…
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| 38127 |
MCP Recruitment Pipeline
Claim
Turns a recruitment database into an AI-queryable pipeline, enabling natural la…
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| 38128 |
Enables AI clients to read and write local infinite canvas data via MCP protoco…
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| 38129 |
nuki-mcp
Claim
MCP server for controlling Nuki Smart Locks via Home Assistant, enabling lock/u…
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| 38130 |
Appium MCP Server
Claim
Enables AI-powered mobile app testing and automation through Appium, using Azur…
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| 38131 |
Terraform MCP Server
Claim
Enables generating, validating, planning, and applying Terraform configurations…
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| 38132 |
MCP Server Playground
Claim
A learning project that wraps a FastAPI app with endpoints for random facts and…
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| 38133 |
trade-mcp
Claim
An advanced MCP server for real-time worldwide stock market data, technical ind…
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| 38134 |
mcp-server-weibo
Claim
为 AI 助手提供微博数据查询能力,支持搜索用户、获取动态、热搜榜等功能。
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| 38135 |
mcp-start-claude
Claim
Enables launching Claude Code in a specified project directory by opening a new…
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| 38136 |
mcp-email-server-fixed
Claim
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| 38137 |
Convo History MCP
Claim
Fetches conversations from PostgreSQL and renders them as beautifully formatted…
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| 38138 |
claude-mesh
Claim
Enables two live Claude Code instances on the same workstation to exchange sync…
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| 38139 |
risques_territoire_mcp
Claim
Assess natural and technological risks for French addresses or communes using o…
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| 38140 |
MCP Server
Claim
A TypeScript MCP server that evaluates MCP capabilities over RAG approaches, in…
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| 38141 |
Weather MCP Server
Claim
Provides real-time weather information for Brazilian cities, built with domain-…
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| 38142 |
ultrabrain-mcp
Claim
A local MCP reasoning gate that enables structured engineering thought through …
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| 38143 |
DDEV MCP
Claim
Enables AI assistants to automate DDEV development environments, including proj…
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| 38144 |
zuul-mcp
Claim
MCP server for Zuul CI/CD with 25 tools for builds, pipelines, queue management…
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| 38145 |
Overboard Studio
Claim
Create and manage collaborative whiteboards on Overboard Studio directly from y…
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| 38146 |
Sylex Memory
Claim
Persistent encrypted memory for AI agents. E2E encrypted private vaults, shared…
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| 38147 |
Brex MCP Server
Claim
Enables AI agents to interact with the Brex financial platform, allowing access…
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| 38148 |
agentmarketplace-mcp
Claim
Discover MCP servers + tools, auto-install into any client, pay for x402 endpoi…
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| 38149 |
ChainWeaver
Claim
Expose deterministic ChainWeaver flows as MCP tools without LLM calls between s…
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| 38150 |
mcp-legal-ar
Claim
Unifies 14 Argentine legal connectors (JUBA, SCBA, CSJN, SAIJ, PJN Jurisprudenc…
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