MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 25751 |
mcp-server
Claim
Install the IssueCapture bug reporting widget for Jira. Auto-detects your frame…
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| 25752 |
European business data — French company check, EU VAT validation, legal search.
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| 25753 |
librarian-nexus
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A shared knowledge library for AI agents. Submit lessons for free (earn credits…
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| 25754 |
1trippulse
Claim
1trip PULSE: 21-tool AI travel planner. Flights, hotels, visa, safety, weather,…
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| 25755 |
Tandem Docs
Claim
Tandem Docs is a remote MCP server for helping agents learn how to install, ope…
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| 25756 |
A Model Context Protocol server that enables searching, retrieving, creating, a…
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| 25757 |
Nephyr Wallets
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Smart money tracking — discover, score, and analyze top Polymarket wallets
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| 25758 |
Polymarket MCP Server
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Enables AI agents to interact with the Polymarket prediction market platform to…
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| 25759 |
Testomat.io MCP Server
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Enables AI assistants to interact with Testomat.io test management platform, al…
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| 25760 |
cli
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| 25761 |
ticket-discovery
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Search and compare concert ticket prices across platforms
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| 25762 |
gmail-mcp5
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| 25763 |
mcp-server
Claim
Connect AI tools to your Gildara prompt vault with operating contracts and auto…
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| 25764 |
mcp
Claim
Search websites by source code, technology stack, analyze domains, and download…
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| 25765 |
A serverless MCP implementation on Cloudflare Workers that doesn't require auth…
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| 25766 |
Persistent memory and drift detection for AI agents across session restarts.
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| 25767 |
sqlite-mcp-server3
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| 25768 |
todo-mcp
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Organize tasks and subtasks with fast create, update, complete, and reopen acti…
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| 25769 |
AI MCP Gateway
Claim
Intelligent multi-model orchestrator with dynamic routing that optimizes AI cos…
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| 25770 |
MCPHub
Claim
A unified gateway and dashboard that aggregates multiple MCP servers into a sin…
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| 25771 |
provenonce
Claim
Cryptographic identity, SIGIL naming, heartbeat, and passports for AI agents.
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| 25772 |
extract-image
Claim
Extract and analyze images from files, links, and embedded images to understand…
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| 25773 |
remindersmcp
Claim
MCP server for macOS Reminders.app — list and reminder management via AppleScri…
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| 25774 |
Free, keyless MCP server with 50 read-only blockchain tools for Bitcoin, Ethere…
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| 25775 |
truncus-mcp-server
Claim
Send transactional emails from AI agents via Truncus. Validate, track delivery,…
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| 25776 |
Linear
Claim
Interact with Linear's API for managing issues, projects, and teams.
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| 25777 |
MCP Knowledge Service
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Enables semantic search and management of development knowledge including globa…
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| 25778 |
vertex-memory-bank-mcp
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| 25779 |
Provides unified access to OneDrive and SharePoint through Microsoft Graph API,…
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| 25780 |
PRIMS
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| 25781 |
sif-pw
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| 25782 |
voicesphere-mcp
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Launch voice collection campaigns for feature phones, list active tasks, and mo…
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| 25783 |
mcp-server-indexforge
Claim
Submit URLs to Google and Bing for indexing, scan sitemaps, check index status.
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| 25784 |
pripera
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| 25785 |
Ordinal-MCP
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Implements a structured communication bus that allows AI agents to send 'oracle…
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| 25786 |
MCP Workbench MCP Server
Claim
Enables AI agents to programmatically inspect, test, and validate other MCP ser…
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| 25787 |
server_
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| 25788 |
fpgaZeroMCP
Claim
Provides AI assistants with a complete FPGA toolchain for HDL linting, simulati…
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| 25789 |
artidrop
Claim
The publishing layer for AI agents. Turn HTML and Markdown into shareable URLs …
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| 25790 |
governance-platform
Claim
Deterministic AI governance platform. Validates agent outputs, discovers patter…
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| 25791 |
agent-pay
Claim
Payment gateway for AI agents. Discover, provision, and pay for tool APIs.
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| 25792 |
my-project
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| 25793 |
Knowledge Server
Claim
Provides LLM-agnostic access to API documentation through MCP and REST endpoint…
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| 25794 |
mcp-rs485
Claim
MCP server that exposes RS485 bus connectivity for reading and writing serial d…
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| 25795 |
Enables conversion between multiple document formats including Markdown, HTML, …
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| 25796 |
memro MCP Server
Claim
Provides persistent memory for AI models by enabling the storage and retrieval …
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| 25797 |
agentdesk-mcp
Claim
Adversarial AI review API — independent AI reviews another AI's output. Stop LL…
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| 25798 |
calculator
Claim
完成从基础四则运算到高等数学、统计、矩阵与数论的各类计算。处理几何求解、金融测算与单位换算等常见需求。加速公式验证、数据分析与工程建模的工作流程。
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| 25799 |
vinted-mcp
Claim
MCP Server for Vinted that allows to search items, compare prices, and analyze …
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| 25800 |
Labs64 NetLicensing MCP server for AI-driven software license lifecycle managem…
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