MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 4 hours, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46051 |
LLM Wiki Harness
Claim
Enables building and querying a local wiki knowledge base from raw source files…
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| 46052 |
swiftadopt-mcp
Claim
Helps developers migrate Swift projects to Apple's 2026 platforms by scanning c…
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| 46053 |
kafka-mcp
Claim
Exposes Kafka administration operations as MCP tools, enabling AI agents to ins…
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| 46054 |
MCP Research Router
Claim
Aggregates and routes multiple MCP servers with intelligent tool recommendation…
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| 46055 |
gunsnation-mcp
Claim
The Gunsnation MCP Server is a lightweight integration layer that exposes the G…
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| 46056 |
AgentClip MCP Server
Claim
Enables AI agents to store, search (keyword and semantic), retrieve, update, an…
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| 46057 |
CDISC Library MCP Server
Claim
Provides comprehensive access to CDISC clinical data standards (SDTM, ADaM, CDA…
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| 46058 |
WHMCS MCP Server
Claim
Enables AI agents to administrate WHMCS installations through the External API,…
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| 46059 |
Enable seamless integration of Notion data with your LLM applications by exposi…
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| 46060 |
Provides weather data including US alerts, US forecasts, and global 5-day forec…
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| 46061 |
kenpom
Claim
A Python MCP server providing 11 tools for querying KenPom basketball analytics…
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| 46062 |
mcp-server-laravel
Claim
Enables AI assistants to introspect a Laravel application's routes, models, con…
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| 46063 |
brave-search
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| 46064 |
indian-stock-market-mcp
Claim
MCP server providing real-time Indian stock market data through 15 tools, inclu…
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| 46065 |
Design System MCP Server
Claim
Self-hosted MCP server that enables ChatGPT agents to perform health checks, fe…
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| 46066 |
Autonomo MCP
Claim
Gives AI coding assistants live, structured access to running apps' state and U…
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| 46067 |
A unified MCP server that manages multiple GoHighLevel (JONSON) accounts, enabl…
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| 46068 |
sequential-thinking
Claim
Break down complex problems into adjustable, multi-step reasoning. Plan, revise…
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| 46069 |
bash-vet-mcp
Claim
MCP server that vets LLM-emitted shell commands BEFORE execution — detects rm -…
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| 46070 |
px4-ulog-mcp
Claim
MCP server for inspecting PX4 ULog flight logs, enabling AI assistants to under…
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| 46071 |
tossinvest-mcp
Claim
MCP server wrapping Toss Securities Open API, enabling stock price queries and …
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| 46072 |
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| 46073 |
Table Charts
Claim
TableCharts MCP Server gives any LLM assistant the ability to instantly convert…
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| 46074 |
Enables AI agents and sportsbooks to discover, evaluate, and monitor alternativ…
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| 46075 |
BorrowIP MCP Server
Claim
Enables AI agents to route web scraping traffic through a phone's cellular conn…
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| 46076 |
claude-usage-mcp
Claim
Reports your Claude subscription usage (5-hour and weekly limits) with a foreca…
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| 46077 |
Finance MCP Server
Claim
Provides real-time financial data from Yahoo Finance, enabling stock price look…
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| 46078 |
EvoLink
Claim
150+ image, video and audio models. Quote before you generate; pay as you go.
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| 46079 |
onec-odata-mcp
Claim
Bridges AI agents to 1C:Enterprise via OData, enabling natural language queries…
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| 46080 |
Saju MCP Server
Claim
Enables MCP clients to compute and interpret Korean Four Pillars of Destiny (Sa…
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| 46081 |
OpenAI Image Generator
Claim
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
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| 46082 |
hookray-mcp
Claim
Enables AI agents to create disposable webhook URLs, capture incoming HTTP requ…
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| 46083 |
outlook-evidence-mcp
Claim
Enables read-only search and export of Outlook emails and attachments with a ch…
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| 46084 |
ZGTS Derma Roller
Claim
Expert MCP server for derma roller (microneedling) guidance. 4 tools: needle si…
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| 46085 |
Web Scraper MCP Server
Claim
Enables AI agents to fetch, clean, and extract readable content from web pages,…
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| 46086 |
@furlpay/travel-mcp
Claim
Enables AI agents to autonomously search, pay, and book travel by integrating T…
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| 46087 |
MCP GetBlock Server
Claim
Enables querying blockchain data from Ethereum and Solana via GetBlock.io API, …
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| 46088 |
claude-cli-mcp
Claim
Wraps Anthropic Claude Code CLI as tools, allowing MCP clients to invoke headle…
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| 46089 |
Sentinel Core Agent
Claim
Enables file system operations, web scraping, and AI-powered search through MCP…
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| 46090 |
WebScraper MCP Server
Claim
An MCP server for advanced web scraping with automatic JavaScript rendering sup…
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| 46091 |
Audits other MCP servers for security risks. Returns safe / caution / unsafe / …
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| 46092 |
MCP Demo Server
Claim
A minimal NestJS MCP server skeleton for experimenting with the Model Context P…
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| 46093 |
Date MCP Server
Claim
Provides AI assistants with real-time date, time, and timezone information, ena…
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| 46094 |
MCP server for accessing Strasbourg Open Data (data.strasbourg.eu). Allows sear…
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| 46095 |
obsidian-remote-mcp
Claim
Self-hosted MCP server that provides remote AI clients with read and write acce…
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| 46096 |
JobLens MCP
Claim
Provides job search, local resume parsing, and resume-to-job matching via offic…
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| 46097 |
albs-mcp
Claim
MCP server and CLI for AlmaLinux Build System (ALBS) that enables AI coding ass…
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| 46098 |
sbs_mcp_1010
Claim
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| 46099 |
Zimbra MCP Server
Claim
This server enables managing Zimbra emails, contacts, tags, and calendar via th…
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| 46100 |
branddev
Claim
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