MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 26751 |
IRS 990 Nonprofit Data
Claim
Nonprofit lookup and IRS 990 filing data: revenue, assets, and compensation via…
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| 26752 |
PILLAR GTM OS
Claim
AI-native GTM OS for B2B SaaS — account health, pipeline, renewals, territories…
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| 26753 |
mcp
Claim
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| 26754 |
Contexta
Claim
Contexta gives AI assistants a persistent, typed memory layer backed by a knowl…
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| 26755 |
A standalone MCP server that exposes Eyra Accelerator API endpoints as tools fo…
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| 26756 |
papers
Claim
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| 26757 |
MCP Server for Apache Iceberg
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| 26758 |
SourceSync.ai MCP Server
Claim
Integrate your AI models with SourceSync.ai's knowledge management platform. Se…
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| 26759 |
xb-test
Claim
131242424
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| 26760 |
agent-workspace-mcp
Claim
A TypeScript-aware MCP server that provides coding agents with repository disco…
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| 26761 |
test11
Claim
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| 26762 |
mcp
Claim
Search SEC-registered financial advisors — profiles, disclosures, risk scores, …
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| 26763 |
Brex MCP Server
Claim
Enables AI agents to interact with the Brex financial platform, allowing access…
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| 26764 |
AskNeedl
Claim
Enterprise AI for trusted intelligence
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| 26765 |
Echo Server
Claim
Provide a minimal MCP server that supports basic tools like echoing messages, p…
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| 26766 |
Lumen Resto MCP
Claim
Enables restaurant reservation management and schedule checking through Supabas…
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| 26767 |
Live price quotes and private airport transfers from MBJ, KIN, and OCJ airports…
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| 26768 |
Magni MCP Server
Claim
Enables AI-powered browser automation and test development within the Magni aut…
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| 26769 |
Shopify MCP Server
Claim
Enables AI assistants to access and manage Shopify store data including product…
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| 26770 |
serena
Claim
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| 26771 |
Enables interaction with Azure AI Foundry services including model exploration …
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| 26772 |
neuronwriter-mcp
Claim
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| 26773 |
Angular MCP Toolkit
Claim
Provides 11 powerful tools for Angular development with enterprise-grade templa…
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| 26774 |
mcp-memory-gateway
Claim
An MCP server that provides memory management and gateway capabilities, enablin…
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| 26775 |
ask_her
Claim
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| 26776 |
Market Data MCP Server
Claim
Enables fetching market and options data including OHLCV prices, option chains,…
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| 26777 |
Huntress SAT MCP Server
Claim
Enables interaction with the Huntress SAT API to manage security awareness trai…
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| 26778 |
LinkRescue
Claim
Broken link detection, monitoring, and AI-powered fix suggestions for websites.…
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| 26779 |
Google MCP Router
Claim
Enables scheduling meetings and sending email confirmations through Google Cale…
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| 26780 |
mcp-server-gsc
Claim
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| 26781 |
tasks
Claim
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| 26782 |
lunchmoney-mcp
Claim
A comprehensive MCP server that enables AI assistants to manage Lunch Money fin…
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| 26783 |
nowhere-mcp-server
Claim
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| 26784 |
MCPDocSearch
Claim
Crawls documentation websites and provides semantic search capabilities over th…
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| 26785 |
AWS MCP Server
Claim
Enables Claude Desktop to interact with 57 AWS services using over 200 tools an…
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| 26786 |
open-registry-poc
Claim
PoC: Open Registry supply chain — unvetted server listing (security research)
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| 26787 |
Access Smartschool courses, grades, assignments, and messages through the Model…
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| 26788 |
An orchestration system that breaks down user prompts into actionable tasks and…
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| 26789 |
Firewalla MCP Server
Claim
A production-ready server that connects Claude Desktop to Firewalla network man…
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| 26790 |
Roam Research MCP Server
Claim
Enables AI assistants to interact with Roam Research graphs through comprehensi…
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| 26791 |
Code Review MCP
Claim
Enables comprehensive GitHub PR reviews through Cursor's AI by fetching PR diff…
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| 26792 |
A Model Context Protocol server that enables Claude to help developers implemen…
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| 26793 |
DDG MCP Server
Claim
A basic MCP server built with FastMCP framework that provides example tools inc…
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| 26794 |
PBIXRay MCP Server V2
Claim
Enables Claude AI to analyze Power BI Desktop models with comprehensive capabil…
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| 26795 |
Mem0 Memory Server
Claim
Enable AI agents to store, search, and delete persistent memories across sessio…
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| 26796 |
Nephyr Backtest
Claim
Prediction market strategy backtesting with real on-chain Polymarket data
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| 26797 |
dbt MCP Server
Claim
Provides intelligent dbt assistance through Claude Code integration, enabling u…
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| 26798 |
A Model Context Protocol server that helps users create, validate, and optimize…
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| 26799 |
Spain legal MCP for visas, Beckham, NIE/TIE, residency, nationality, and EU fam…
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| 26800 |
IRIS Legacy
Claim
Archived monolithic MCP server that provided 28 tools for Microsoft 365 (email,…
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