MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49351 |
Zero-config persistent memory for AI agents with local SQLite. Mind Palace web …
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| 49352 |
Enables customer support across e-commerce platforms by providing order managem…
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| 49353 |
mcp-server-osascript
Claim
Secure AppleScript execution for AI applications via Model Context Protocol wit…
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| 49354 |
memory-plugin
Claim
Persistent memory management for Claude Code, allowing agents to store and retr…
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| 49355 |
First-party funnel, rage-click, checkout, A/B test, and page-speed CRO intellig…
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| 49356 |
mcp-arcgis-tigard
Claim
Enables AI agents to search and query City of Tigard GIS open geospatial datase…
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| 49357 |
mcp-deal-flow-signal
Claim
VC deal flow signals from GitHub engineering activity. Tracks startup commit ve…
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| 49358 |
UnityAutonomousMCP
Claim
A comprehensive autonomous agent framework for Unity 2022.3.22f1 combining Mode…
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| 49359 |
rocketchat-mcp
Claim
MCP server for Rocket.Chat, enabling AI agents to interact with Rocket.Chat wor…
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| 49360 |
dtrack-mcp
Claim
MCP server that connects Claude to Dependency-Track for natural language vulner…
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| 49361 |
automator-mcp
Claim
MCP server that enables AI to control macOS through AppleScript, JXA, and Autom…
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| 49362 |
Enables AI assistants like Claude to manage Binance USDⓈ-M Futures trading thro…
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| 49363 |
smart-mcp-server
Claim
Enables AI assistants to securely interact with FHIR R4 servers for clinical de…
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| 49364 |
jira-mcp-server
Claim
A lightweight MCP server that exposes Jira issue operations (get, search, creat…
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| 49365 |
OpenCodeHub MCP Server
Claim
Provides code intelligence for AI coding agents by indexing repositories into a…
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| 49366 |
MCP Guidelines Server
Claim
A remote MCP server that serves versioned Enterprise & Architecture guidelines …
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| 49367 |
mcp111
Claim
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| 49368 |
Safefy MCP
Claim
Official MCP server for Safefy, enabling AI agents to manage PIX payments, with…
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| 49369 |
Rough Logic
Claim
Always free field math and reference for the trades.
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| 49370 |
MCP Server for agent and service discovery — register, search, rate, and manage…
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| 49371 |
agentpay
Claim
AI agent payments with human approval. Local-first, encrypted credentials, budg…
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| 49372 |
mcp-python-repl
Claim
A production-grade MCP server providing a persistent Python REPL with multi-ses…
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| 49373 |
xsiam-mcp
Claim
Exposes the entire Palo Alto Cortex XSIAM REST API (129 operations across 26 ca…
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| 49374 |
MCP Security Auditor
Claim
An LLM-powered vulnerability auditor for MCP servers that catches semantically-…
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| 49375 |
MCP数据库查询服务
Claim
一个基于Model Context Protocol的SQLite数据库查询服务,为AI应用提供标准化的数据库访问、安全的SQL查询执行以及表结构预览功能。
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| 49376 |
SkuVault MCP Server
Claim
Enables interaction with the SkuVault inventory management system API for produ…
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| 49377 |
becu-mcp
Claim
An MCP server that provides read-only access to your BECU accounts via browser …
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| 49378 |
anchor-x402-mcp
Claim
16 paid wallet & utility tools on Base + Solana. 9 commodity primitives — OFAC …
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| 49379 |
Enables searching and browsing a curated matrix of 100+ engineering tools by na…
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| 49380 |
DataDoe MCP
Claim
Hosted Amazon Seller and Vendor MCP server for Claude, ChatGPT, Cursor, Codex, …
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| 49381 |
logsift
Claim
Query, filter, and trace logs from GCP, AWS, Azure, Loki, and Elasticsearch — d…
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| 49382 |
botverse
Claim
Transcode video, convert docs & transcribe audio for AI agents. Free $1 trial, …
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| 49383 |
Rize.io MCP Server
Claim
Integrates Rize.io's time tracking and productivity analytics with AI assistant…
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| 49384 |
clinical-trials-ai-mcp
Claim
Clinical Trials Ai MCP Server by MEOK AI Labs
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| 49385 |
siftingio-mcp
Claim
MCP server that provides access to SiftingIO market data, including live prices…
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| 49386 |
IMAP MCP Server
Claim
Enables Claude to interact with email accounts via IMAP and SMTP, providing too…
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| 49387 |
Node.js server implementing Model Context Protocol (MCP) for filesystem operati…
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| 49388 |
mcp
Claim
Local-first visual regression for AI agents: verdicts, diff images, explain_sna…
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| 49389 |
MCP PageSpeed Insights
Claim
Connects LLMs to Google PageSpeed Insights to analyze web performance, accessib…
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| 49390 |
synai-relay
Claim
An MCP server enabling AI agents to browse, claim, submit, and manage paid task…
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| 49391 |
Exposes publisher journalism to LLMs and agent frameworks via search, retrieval…
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| 49392 |
flexoffers-mcp
Claim
Integrates FlexOffers API v3 as an MCP server, enabling users to manage affilia…
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| 49393 |
qutebrowser-mcp
Claim
MCP server for automating qutebrowser browser via CDP and IPC. Enables tab mana…
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| 49394 |
my-github-mcp-server
Claim
Provides tools for managing GitHub sub-issues and milestones, including adding/…
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| 49395 |
oeo
Claim
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| 49396 |
aiowhitebit-mcp
Claim
MCP server for WhiteBit cryptocurrency exchange API, enabling market data retri…
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| 49397 |
US company filing obligations, plus a 25-check bookkeeping diagnostic. Sourced,…
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| 49398 |
Discord MCP
Claim
Enables AI assistants to interact with Discord servers, including listing serve…
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| 49399 |
Provides tools for searching, creating, and managing Indian Government Schemes …
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| 49400 |
An MCP server for rental apartment aggregation, enabling geographic polygon sea…
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