MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59601 |
mcp_qrant
Claim
Provides a unified interface for storing and querying vector databases, current…
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| 59602 |
ContentHero MCP Server
Claim
Enables programmatic image, video, and audio generation via ContentHero, with t…
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| 59603 |
Telegram Bot MCP Server
Claim
Enables AI assistants to interact with the Telegram Bot API, supporting messagi…
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| 59604 |
Omneum
Claim
Evaluate your agent's context for unreliable sources, dependencies, redundant a…
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| 59605 |
agent-audit-logger-mcp
Claim
Hash-chained HMAC-signed audit log MCP for A2A (agent-to-agent) calls. Every to…
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| 59606 |
ManyMeet
Claim
**Coaches, consultants, and creators run sales webinars as Zoom Meetings** beca…
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| 59607 |
FlagCheck Job Analyzer
Claim
MCP server that analyzes job descriptions for ATS compatibility, red flags, sal…
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| 59608 |
mcp-clinical-doc-agent
Claim
Enables analysis of clinical trial protocols using MCP tools for document listi…
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| 59609 |
investra-ai-mcp
Claim
Real estate investment intelligence: search, comps, cash flow, off-market leads…
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| 59610 |
Doc Bridge
Claim
Resolve documentation ownership, edit roots, checks, and human handoffs before …
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| 59611 |
Deploy a remote MCP server on Cloudflare Workers without authentication, suppor…
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| 59612 |
Clous MCP server
Claim
Provides access to SEC/EDGAR filings data through the Clous API, enabling searc…
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| 59613 |
hyperd-mcp
Claim
Pre-trade DeFi intelligence for AI agents. 20 paid x402 endpoints, USDC on Base.
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| 59614 |
Boston Core MCP
Claim
An MCP server that provides safe, read-only access to Boston's open data portal…
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| 59615 |
FinCore Agentic Commerce
Claim
Agentic commerce with 58 MCP tools for product search, checkout, A2A negotiatio…
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| 59616 |
assiststudio-runner
Claim
Windows-only headless LLM task automation engine with scheduling via Windows Ta…
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| 59617 |
Sellfox MCP
Claim
Enables AI assistants to query and analyze Amazon seller data from Sellfox, inc…
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| 59618 |
HRD-PIS MCP Server
Claim
Enables AI assistants to interact with the HRD-PIS API for HR profile managemen…
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| 59619 |
ruby-console-mcp
Claim
Enables AI assistants to execute Ruby console commands (Rails console, IRB, etc…
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| 59620 |
Playwright selector risk checks with healing suggestions and receipts.
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| 59621 |
AI Search (AutoRAG) management. List and search documents across your AI Search…
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| 59622 |
MCP Starter for Puch AI
Claim
A starter template for creating MCP servers that work with Puch AI, featuring r…
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| 59623 |
PortMaster MCP
Claim
Enables comprehensive Windows process and service management with secure UAC el…
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| 59624 |
Glancey
Claim
Adds semantic code search to AI coding agents, enabling natural language querie…
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| 59625 |
mcp-db-explorer
Claim
A Model Context Protocol (MCP) server that exposes tools for exploring and quer…
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| 59626 |
Meta Council
Claim
Multi-expert decision intelligence with transparent synthesis and auditable wor…
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| 59627 |
MCP Merchant Scout
Claim
An MCP server that wraps the Universal Commerce Protocol (UCP) Discovery and Ca…
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| 59628 |
Denmark payments for AI agents — MobilePay via Stripe. Never holds funds.
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| 59629 |
archy
Claim
Architectural sensor for Python codebases.
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| 59630 |
Enables AI agents to debug embedded systems by providing a comprehensive interf…
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| 59631 |
agentpay-vn
Claim
VietQR payments for AI agents in Vietnam. Agents generate a VietQR code, send i…
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| 59632 |
Städel Museum MCP Server
Claim
This server enables AI models to access the Städel Museum's digital collection …
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| 59633 |
DealHub MCP server for admins. Manage versions and users with 7 tools via Claud…
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| 59634 |
MCP server enabling LLMs to fetch Israeli weather forecasts by automating a bro…
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| 59635 |
Pandoc Bridge
Claim
Enables document format conversion between 40+ formats including Markdown, HTML…
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| 59636 |
taiwan-payroll
Claim
Taiwan statutory payroll: labor & health insurance, labor pension, 2nd-gen NHI …
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| 59637 |
brick.blue
Claim
Where agents are paid for work and pay per call: 180k measured tools, escrowed …
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| 59638 |
weather-mcp
Claim
An MCP server that provides current weather conditions and forecasts via OpenWe…
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| 59639 |
Kali MCP Server
Claim
Enables LLMs to execute common security testing tools like nmap, sqlmap, hydra,…
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| 59640 |
Kroger MCP Server
Claim
Integrates Kroger's public API with Claude to allow adding meal plan grocery li…
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| 59641 |
Burp Suite MCP Analyzer
Claim
An MCP server that lets AI assistants analyze Burp Suite XML exports offline, w…
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| 59642 |
context7
Claim
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| 59643 |
Automates the full setup and deployment of Ballerina + Apache ActiveMQ integrat…
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| 59644 |
Enables users to capture TouchDesigner node network screenshots and ask Claude …
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| 59645 |
Vibecoders MCP
Claim
One MCP that turns Claude Code into your whole dev stack by swallowing other MC…
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| 59646 |
Service Economics
Claim
Free service management tools — playbooks, benchmarks, and instant service heal…
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| 59647 |
A minimal MCP server template for deploying to Tencent Cloud EdgeOne Pages usin…
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| 59648 |
Enables interaction with Microsoft Outlook through a unified API, supporting to…
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| 59649 |
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
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| 59650 |
mcp-ai-brain
Claim
Persistent memory for AI coding agents with local-first, zero-cost, privacy-fir…
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