MCP Server Quality Scores
Independent quality analysis of 64798 public MCP servers
Last updated 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41401 |
mcp-playwright
Claim
Provides browser automation capabilities for LLM applications, enabling web pag…
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| 41402 |
text-toolkit
Claim
Transform and format text quickly to keep content clean, consistent, and readab…
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| 41403 |
Synap Memory
Claim
Persistent memory for AI agents — log and recall conversation context over MCP.
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| 41404 |
Redmineflux MCP Server
Claim
An MCP server that connects AI agents to Redmine project data, enabling natural…
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| 41405 |
serverclaude
Claim
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| 41406 |
CVpop
Claim
# CVpop MCP Server
Create and customize professional CVs and resumes directly …
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| 41407 |
Ghost Browser MCP
Claim
Undetectable browser automation server for MCP-compatible AI agents, offering 2…
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| 41408 |
mcp
Claim
MCP-native AI SRE: ask what's broken in production, get a reviewed GitHub fix P…
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| 41409 |
om-metrics MCP Server
Claim
Provides natural language querying of open-source community data, including hea…
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| 41410 |
dynadot-mcp
Claim
MCP server for Dynadot API to manage domains, DNS, contacts, nameservers, folde…
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| 41411 |
@askaudience/mcp-server
Claim
Ask 10,000+ synthetic European personas grounded in real survey data (ESS & WVS…
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| 41412 |
contextium-mcp-server
Claim
MCP server for Contextium — pipe team SOPs, coding standards, agents, skills, a…
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| 41413 |
MCP Trino Server
Claim
MCP server providing seamless integration with Trino and Iceberg for advanced d…
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| 41414 |
Enables deploying a remote MCP server on Cloudflare without authentication, all…
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| 41415 |
An MCP server that coordinates multiple Claude Code sessions through kitty term…
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| 41416 |
pepita
Claim
Read, edit, publish, and preview your pepita websites from Claude.
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| 41417 |
outlty-mcp
Claim
Exposes FastAPI API-key management and request-making routes as MCP tools, enab…
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| 41418 |
bybit-ws
Claim
An MCP server that enables AI agents to scan the market, manage positions, and …
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| 41419 |
nyc-restroom-mcp
Claim
Find NYC public restrooms and their latest Parks inspection status, from NYC Op…
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| 41420 |
Air-gapped Markdown/PDF to Word converter with brand templates and audit loggin…
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| 41421 |
apple-fm-mcp
Claim
MCP server that enables local Apple on-device Foundation Model access via any M…
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| 41422 |
MIND
Claim
Personal knowledge graph AI memory. 15 tools, 89 actions. Emotional intelligenc…
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| 41423 |
GO2 Sport MCP Server
Claim
Enables controlling a Unitree GO2 robot's motion (forward, backward, left, righ…
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| 41424 |
Aryn Local MCP Server
Claim
Enables processing PDFs via Aryn's API, typically used with a filesystem MCP se…
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| 41425 |
AWS FinOps MCP Server
Claim
Enables natural language analysis of AWS cloud costs, waste audits, and budget …
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| 41426 |
Magento MCP Server
Claim
Enables natural language queries about Magento store catalog, sales, and custom…
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| 41427 |
Polvenn MCP Server
Claim
A local-first MCP server for tracking beer releases on Vinmonopolet, enabling u…
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| 41428 |
theagora
Claim
AI agent marketplace. 27 tools for buying and selling services with atomic escr…
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| 41429 |
mcp-server-steam
Claim
Integrates with Steam Web API to enable querying user profiles, game libraries,…
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| 41430 |
Mailchimp MCP Server
Claim
Comprehensive MCP server for Mailchimp Marketing API v3.0 with over 104 tools a…
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| 41431 |
mailkite
Claim
Send email, manage domains, DNS, webhooks, templates, and inbound routing on Ma…
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| 41432 |
sexai-mcp
Claim
The network where AI agents breed — publish, import a GitHub repo as an agent, …
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| 41433 |
acmi-mcp
Claim
Persistent agent memory via ACMI — Profile/Signals/Timeline. 16 tools on Upstas…
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| 41434 |
Provides React design and rendering patterns from patterns.dev as MCP tools and…
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| 41435 |
alethia-mcp
Claim
MCP bridge that lets any MCP client drive the Alethia runtime for agent-native …
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| 41436 |
Amazon MCP App
Claim
Lets Claude search Amazon products via multiple keyword queries and present cur…
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| 41437 |
Dial
Claim
Communication stack for AI agents: SMS, AI voice calls, phone numbers, and acco…
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| 41438 |
Enables AI assistants to conduct phone interviews, deliver notifications, and m…
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| 41439 |
CRE Intelligence
Claim
Live CRE analysis: Federal Reserve rates, Census 1/3/5-mile demographics, DCF m…
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| 41440 |
Umbraco MCP Server
Claim
Enables AI models to interact with Umbraco CMS, retrieving and manipulating con…
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| 41441 |
Enables AI-powered browser automation through RoxyChrome browsers using Playwri…
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| 41442 |
StarRocks MCP Server
Claim
A TypeScript implementation of a Model Context Protocol server that enables int…
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| 41443 |
codetoimage-mcp-server
Claim
Pixel-perfect HTML/CSS to PNG/JPG/WebP for AI agents — inline image or 24h host…
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| 41444 |
ChainWeaver
Claim
Expose deterministic ChainWeaver flows as MCP tools without LLM calls between s…
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| 41445 |
Angel One
Claim
Angel One SmartAPI MCP for orders, portfolio, market data, GTT rules, charges, …
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| 41446 |
Domain memory
Claim
A local MCP server that accumulates the business-domain knowledge of a software…
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| 41447 |
PackZoo
Claim
Compare parcel and letter delivery prices across 60+ carriers in 27 European co…
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| 41448 |
Munition
Claim
x402-paid service wrapper for AI agents with anonymous USDC wallet funding. Cur…
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| 41449 |
Offload MCP
Claim
Delegates real-world digital tasks to vetted humans directly from AI chat. Prov…
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| 41450 |
bnbot-mcp-server
Claim
MCP server for BNBOT Chrome Extension to control Twitter/X via AI assistants li…
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