MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 28051 |
WAHA MCP
Claim
A self-hosted MCP server that connects AI clients to WhatsApp via the WAHA HTTP…
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| 28052 |
Expense Tracker MCP
Claim
A Model Context Protocol server designed for tracking and managing personal or …
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| 28053 |
mcp-shiplegal
Claim
Answer a few questions. Get clean, jurisdiction-aware privacy policies and term…
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| 28054 |
Enables AI assistants to interact with LinkedIn and LinkedIn Sales Navigator fo…
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| 28055 |
Fastmail MCP Server
Claim
Enables AI assistants to interact with Fastmail services, providing tools for c…
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| 28056 |
Canvas LMS MCP Server
Claim
Enables Claude to interact with the Canvas LMS API to manage courses, assignmen…
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| 28057 |
godson_1232
Claim
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| 28058 |
pop-pay
Claim
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
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| 28059 |
LocalWP MCP
Claim
An MCP server that enables AI agents to discover, manage, and interact with Loc…
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| 28060 |
IndieStack
Claim
Open-source supply chain for AI agents. 3,000+ indie creations across 25 catego…
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| 28061 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab, enabling natural language queries for merge r…
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| 28062 |
crypto-quant-signal-mcp
Claim
Crypto perp signals, funding arb scanning, and market regime detection via MCP.
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| 28063 |
pdfmux
Claim
PDF extraction that actually works. The only extractor that audits every page. …
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| 28064 |
hwp-mcp
Claim
An MCP server for reading, writing, and managing Korean Hangul Word Processor (…
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| 28065 |
MCP Arena
Claim
A turn-based combat platform where AI agents autonomously battle in a real-time…
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| 28066 |
duckduckgo-mcp
Claim
Search the web using DuckDuckGo and fetch/convert web content using Jina Reader…
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| 28067 |
obsidian-mcp-pro
Claim
Feature-complete Obsidian vault MCP server with 23 tools and 3 resources. Full-…
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| 28068 |
weather-mcp-server
Claim
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| 28069 |
fetch
Claim
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| 28070 |
conkurrence
Claim
Measure whether your AI agrees with itself using statistical consensus metrics.
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| 28071 |
adops-mcp
Claim
AI-powered cross-platform ad management for Google Ads and Meta Ads.
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| 28072 |
StarRocks MCP Server
Claim
A TypeScript implementation of a Model Context Protocol server that enables int…
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| 28073 |
SharpEdge MCP Server
Claim
Connects AI assistants to SharpEdge AI to discover +EV sports betting opportuni…
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| 28074 |
comidp-mcp-server
Claim
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| 28075 |
smara
Claim
Persistent cross-platform memory for AI agents with Ebbinghaus decay scoring.
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| 28076 |
An MCP server that provides access to [Polygon.io](https://polygon.io/) financi…
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| 28077 |
HTML to PDF
Claim
Convert HTML and webpages into polished PDFs in seconds. Create invoices, repor…
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| 28078 |
pubnub-mcp
Claim
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| 28079 |
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| 28080 |
XcodeBuildMCP
Claim
A Model Context Protocol (MCP) server that provides Xcode-related tools for int…
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| 28081 |
Chronos MCP
Claim
Provides Claude with persistent local memory and a structured knowledge graph f…
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| 28082 |
Enables querying of Chinese-Western medicine interactions with comprehensive dr…
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| 28083 |
leadpipe-mcp
Claim
AI-powered lead qualification engine for MCP. Ingest, enrich, score, and export…
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| 28084 |
Thinkific MCP Server
Claim
Enables AI assistants to manage Thinkific sites through the REST Admin API, pro…
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| 28085 |
Chronos MCP
Claim
Provides Claude with a persistent local memory and structured knowledge graph t…
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| 28086 |
vyos-mcp
Claim
An MCP server for managing VyOS routers via the HTTPS REST API, enabling config…
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| 28087 |
simplefunctions
Claim
Calibrated world model for AI agents. 40 tools: world state, markets, trading. …
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| 28088 |
Yantrix MCP
Claim
Dynamic MCP server — 30+ tools across fact verification, agent memory, Indian N…
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| 28089 |
Fathom AI MCP
Claim
An MCP server for the Fathom AI meeting intelligence API
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| 28090 |
GDB MCP Server
Claim
Enables AI agents to debug embedded systems by providing a comprehensive interf…
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| 28091 |
Browsegrab
Claim
Token-efficient browser agent for local LLMs. Playwright + accessibility tree +…
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| 28092 |
ragalgo-v3
Claim
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| 28093 |
Dual-Model MCP Server
Claim
An MCP server that orchestrates a dual-model workflow using Claude Opus for hig…
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| 28094 |
Start.gg MCP Server
Claim
Provides access to the Start.gg GraphQL API for querying tournament information…
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| 28095 |
Enables analysis of wholesale medicine purchase data by providing tools for inv…
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| 28096 |
ClawHire MCP
Claim
An employer-facing MCP server that enables hiring managers to post jobs, search…
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| 28097 |
Access Hacker News, Dev.to, IMDB, podcasts, and Eventbrite data through the Mod…
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| 28098 |
MCP Filesystem Server
Claim
Provides LLM-optimized tools for advanced code analysis, repository complexity …
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| 28099 |
seyfiland
Claim
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| 28100 |
KubeGuard MCP Server
Claim
Enables security analysis of Kubernetes Role configurations using LLM-assisted …
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