MCP Server Quality Scores
Independent quality analysis of 43459 public MCP servers
Last updated 1 hour, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41601 |
agentfi
Claim
Crypto transaction tools for AI agents. 28 MCP tools covering swaps (Uniswap V3…
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| 41602 |
mcp-l402-gate-example
Claim
Minimal MCP server demonstrating L402 pay-per-call with Depth-of-Identity reput…
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| 41603 |
MCP Apps POC
Claim
A proof-of-concept demonstrating interactive UI capabilities for MCP servers th…
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| 41604 |
Lupa MCP Server
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Enables AI assistants to run, list, and analyze Lupa test suites, returning str…
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| 41605 |
Tableau MCP Server
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Enables interaction with Tableau Cloud and Tableau Server through the REST API,…
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| 41606 |
clawmem-mcp-server
Claim
An MCP server that leverages a GitHub-compatible API as a durable memory store …
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| 41607 |
Databricks MCP Server
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Enables AI assistants like Claude to interact with Databricks workspaces throug…
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| 41608 |
checklist
Claim
Machine-first beacon of operational ground truth for AI agents. Library regist…
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| 41609 |
MCP Character Counter
Claim
Provides detailed character analysis for text, counting total characters, chara…
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| 41610 |
Vaultak
Claim
Runtime security for AI agents. Score your agent's risk level across 5 dimensio…
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| 41611 |
beks
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| 41612 |
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| 41613 |
VERITAS
Claim
Multi-model consensus verification for AI agent pipelines. 5 MCP tools: verify_…
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| 41614 |
mcp-docs-server
Claim
Serves Markdown documentation as an MCP server, enabling AI agents to answer qu…
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| 41615 |
NFT metadata lookup API for AI agents. Get name, image URL, attributes, descrip…
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| 41616 |
gmail-mcp-server
Claim
Enables reading, sending, searching, and managing Gmail through Claude using th…
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| 41617 |
mcp-read-only-argocd
Claim
A secure MCP server providing read-only access to Argo CD instances using brows…
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| 41618 |
CloudBase-AI-ToolKit
Claim
One-stop backend services for WeChat Mini-Programs and full-stack apps. Provide…
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| 41619 |
hevy-mcp-server
Claim
Enables AI assistants to access and analyze your Hevy workout data, including w…
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| 41620 |
PM-Skills MCP
Claim
MCP server exposing 40 best-practice product management skills plus workflows a…
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| 41621 |
Enables intelligent task assignment to developers using hybrid AI algorithms th…
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| 41622 |
meeting-mcp
Claim
AI scheduling assistant for agents. Timezone conversion, public holidays for 10…
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| 41623 |
whatsapp-mcp-ts
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| 41624 |
Provides 115+ MCP tools for comprehensive WooCommerce store management includin…
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| 41625 |
mcp-see
Claim
Enables AI agents to analyze images through vision AI providers (Gemini, OpenAI…
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| 41626 |
An MCP server providing AI agents with full access to the Shopify Admin API via…
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| 41627 |
Jimeng MCP Server
Claim
A TypeScript-based Model Context Protocol server that integrates with Volcengin…
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| 41628 |
ctscout
Claim
Enables named-entity attribution from Certificate Transparency logs (OV/EV only…
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| 41629 |
A demonstration MCP server that simulates server management actions for Contabo…
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| 41630 |
Provides AI assistants like Claude or Cursor with access to Payman AI's documen…
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| 41631 |
notion
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| 41632 |
An MCP server that wraps the Apache Airflow REST API, enabling clients to manag…
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| 41633 |
attiomcp
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| 41634 |
Google Calendar
Claim
Manage calendars and events in your Google account from your workspace. List, s…
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| 41635 |
clickup
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| 41636 |
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| 41637 |
Enables AI assistants to programmatically customize Shopify Plus checkout brand…
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| 41638 |
solana-mcp
Claim
Enables AI agents to interact with the Solana blockchain for DeFi, NFTs, and We…
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| 41639 |
Safe-upgrade advisor for OpenClaw. Detects current version, checks the deployme…
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| 41640 |
RepoMap
Claim
Provides AI assistants with a structured, token-efficient map of a codebase's s…
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| 41641 |
Flux Cloudflare MCP
Claim
Generate high-quality images using AI with seamless integration into your appli…
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| 41642 |
A template repository for bootstrapping Model Context Protocol (MCP) servers wi…
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| 41643 |
My MCP Server
Claim
A basic MCP server for testing with echo, datetime, and calculator tools.
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| 41644 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects, allowing users to query…
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| 41645 |
Zhiwen Assistant MCP
Claim
Automatically generates Chinese README documentation and mind maps for project …
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| 41646 |
foreman-mcp-py
Claim
MCP server to interact with Foreman (Red Hat Satellite) instances, enabling man…
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| 41647 |
Streamable Demo
Claim
Manage and summarize text notes efficiently using a simple MCP server. Create n…
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| 41648 |
Qualys MCP Server
Claim
MCP server enabling AI assistants to interact with the Qualys vulnerability man…
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| 41649 |
helppilot-mcp
Claim
A local MCP server that connects Claude Desktop to your HelpPilot tenant on pil…
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| 41650 |
VSGuard
Claim
Add proactive OWASP ASVS security guidance to coding AI agents to write secure …
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