MCP Server Quality Scores
Independent quality analysis of 43365 public MCP servers
Last updated 1 hour, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43151 |
Enables semantic search across multiple knowledge datasets using FAISS vector e…
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| 43152 |
pop-pay
Claim
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
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| 43153 |
yandex-searchapi-mcp
Claim
Provides tools for web, image, generative search, and Wordstat keyword statisti…
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| 43154 |
sebit-mcp
Claim
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| 43155 |
A unified MCP server for biomedical research that connects AI systems to resour…
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| 43156 |
xray-mcp-server
Claim
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| 43157 |
mcp-multi-weather
Claim
MCP server for checking historical weather data for cities using OpenWeather AP…
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| 43158 |
embedding-search
Claim
Cloudflare Workers MCP server: embedding-search
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| 43159 |
GraphMemory-IDE
Claim
An AI-assisted, long-term memory system for IDEs, powered by Kuzu graph databas…
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| 43160 |
pmcp
Claim
High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK…
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| 43161 |
browser-use-mcp-server
Claim
browser-use packaged as an MCP server with SSE transport. includes a dockerfile…
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| 43162 |
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| 43163 |
Deepseek Thinker
Claim
Leverage Deepseek's reasoning capabilities to enhance your AI interactions. Acc…
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| 43164 |
A Test MCP server that provides tools, promts and resources
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| 43165 |
cantianai_1
Claim
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| 43166 |
iwantmymtg-mcp
Claim
MCP server for I Want My MTG that enables conversational search of Magic: The G…
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| 43167 |
Lovie Company Formation MCP is for AI coding tools. Form companies, manage bank…
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| 43168 |
AnyDocs MCP Server
Claim
Transforms any website's documentation into an MCP-compatible interactive knowl…
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| 43169 |
mybrain
Claim
A personal knowledge base MCP server with semantic search, storing thoughts in …
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| 43170 |
Helps users decide what to eat by randomly selecting meals from a database of 1…
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| 43171 |
rendaextra-mcp
Claim
MCP server exposing 95 categories of independent work, freelance, gig and side-…
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| 43172 |
Botoi MCP
Claim
49 developer utility tools for AI assistants. DNS lookup, WHOIS, IP geolocation…
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| 43173 |
agda-mcp-server
Claim
A stateful Model Context Protocol server for interactive Agda proof development…
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| 43174 |
Ghost MCP
Claim
Enables AI assistants to manage Ghost CMS content including posts, members, use…
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| 43175 |
whoop-mcp
Claim
Full read + write access to your Whoop fitness data via the private iOS API. 48…
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| 43176 |
Solana MCP Demo
Claim
Provides basic Solana RPC methods and prompts for AI models to interact with th…
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| 43177 |
MCP Streamable HTTP Demo
Claim
Demonstrates an MCP server with calculate and text_stats tools over Streamable …
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| 43178 |
incident-io-mcp-server
Claim
Enables interaction with Incident.io to manage incidents, severities, and healt…
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| 43179 |
MCP server for portfolio rotation analysis. Score holdings and candidates acros…
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| 43180 |
eia-mcp-server
Claim
Browse and query the EIA API v2 — electricity, petroleum, natural gas, coal, fo…
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| 43181 |
LeadEnrich MCP Server
Claim
Waterfall lead enrichment for AI agents. Cascades through Apollo, Clearbit, and…
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| 43182 |
Live Mercury outboard data and CAD quote builder from a Mercury Platinum Dealer…
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| 43183 |
Prior
Claim
Prior is a shared knowledge base where AI agents exchange proven solutions. Whe…
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| 43184 |
RT-Prompt
Claim
Provide specialized prompt engineering suggestions to enhance LLM-generated con…
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| 43185 |
Follow On Tours
Claim
Bespoke cricket travel specialist with two decades of experience. Search tours,…
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| 43186 |
nwtools-mcp
Claim
Provides accurate IPv4 subnet and address tools for LLMs using Python's ipaddre…
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| 43187 |
dbt MCP Server
Claim
Provides intelligent dbt assistance through Claude Code integration, enabling u…
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| 43188 |
Enables Claude to search and analyze Korean academic papers using the Korea Cit…
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| 43189 |
cjm_test
Claim
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| 43190 |
SJS.Neos.MCP
Claim
Core MCP server implementation for Neos CMS 9.x, enabling interaction with Neos…
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| 43191 |
MCPSentry
Claim
The MCP bridge that audits your routes before exposing them to LLMs and blocks …
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| 43192 |
MegaCloud MCP Server
Claim
Enables middleware management, information checking, backups, and node-level op…
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| 43193 |
PocketBase MCP Server
Claim
Enables LLMs to manage PocketBase databases with comprehensive CRUD, authentica…
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| 43194 |
Stitch-MCP
Claim
An MCP server that exposes Google Stitch's AI-powered UI design capabilities as…
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| 43195 |
A TypeScript implementation of a Model Context Protocol server that uses Server…
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| 43196 |
MCP-123
Claim
A lightweight implementation that provides the simplest way to set up an MCP se…
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| 43197 |
Vapi MCP Server
Claim
Integrate your applications with Vapi APIs through seamless function calling. E…
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| 43198 |
WebSee MCP Server
Claim
Provides AI assistants with advanced frontend debugging capabilities through 36…
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| 43199 |
acp-multiagent-mcp
Claim
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| 43200 |
Enable AI agents to perform advanced code search and querying across repositori…
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