MCP Server Quality Scores
Independent quality analysis of 59785 public MCP servers
Last updated 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59651 |
stripe-analytics-mcp
Claim
Provides real-time Stripe subscription analytics including MRR, churn, failed p…
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| 59652 |
Enables dynamic persona injection and post-processing for LLM conversations thr…
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| 59653 |
PacketMaster
Claim
MCP server for network-troubleshooting PCAP analysis via tshark, enabling users…
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| 59654 |
Zoho Books Accounting
Claim
Manage Zoho Books contacts, items, estimates, and invoices directly from your w…
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| 59655 |
testnasiko
Claim
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| 59656 |
Starterbox
Claim
A meta-MCP server that helps users install and configure other MCP servers dire…
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| 59657 |
nist-rmf-ai-mcp
Claim
Nist Rmf Ai MCP server. Tools: assess risk profile, map ai impact, generate ris…
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| 59658 |
excel-live-mac
Claim
Live Excel MCP server for macOS that interacts with running Excel instances in …
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| 59659 |
mcdk-mcp-tracy
Claim
An MCP server that captures and analyzes function-level profiling data from Net…
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| 59660 |
Websearch MCP Server
Claim
Enables web searching via DuckDuckGo and page fetching with automatic HTML-to-M…
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| 59661 |
An intelligent MCP toolset for software testers that monitors code changes, ana…
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| 59662 |
Brandcode MCP
Claim
Make your brand machine-readable. Extract identity from any website into tokens…
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| 59663 |
font-metadata
Claim
Cloudflare Workers MCP server: font-metadata
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| 59664 |
mcp-a11y
Claim
Enables auditing web pages for WCAG violations, applying deterministic fixes an…
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| 59665 |
arcadia-mcp
Claim
MCP server for the Arcadia Arc utility data API, enabling retrieval of bill dat…
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| 59666 |
MemoraEU
Claim
Zero-knowledge persistent memory layer for AI agents. Encrypted client-side, ho…
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| 59667 |
MCP Server
Claim
Workspace-scoped AI agent infrastructure for .NET enabling context retrieval, T…
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| 59668 |
Enables autonomous generation of long-form YouTube documentaries (15-25 minutes…
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| 59669 |
ClickHouse
Claim
Read-only MCP server for ClickHouse metadata, parameterized queries, and plan a…
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| 59670 |
Synapse
Claim
Enables AI clients to store and semantically recall durable memories across ses…
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| 59671 |
Enables AI assistants to control the Comet browser via Chrome DevTools Protocol…
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| 59672 |
macos-control-mcp
Claim
MCP server that enables AI to fully control macOS — mouse, keyboard, terminal, …
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| 59673 |
Kadam Ad Network
Claim
Kadam advertising platform — manage ads, campaigns, creatives, audiences and st…
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| 59674 |
InventPay MCP Server
Claim
Enables AI agents to manage crypto payments, stores, products, and orders throu…
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| 59675 |
VERA MCP Server
Claim
Enables AI clients like Claude Code, Cursor, or VS Code to drive the Unreal Edi…
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| 59676 |
Enables interaction with Omada Identity Governance and Administration system fo…
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| 59677 |
ai-ready-ds-auditor
Claim
Enables AI IDEs to query Figma design tokens, component specs, and audit issues…
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| 59678 |
classifinder-mcp
Claim
Scans text for leaked secrets and credentials, and redacts them before sending …
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| 59679 |
evalscopebench-mcp
Claim
A paid remote MCP for AI SDK benchmark dashboard, built to return verdicts, rec…
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| 59680 |
mcp-google-tasks
Claim
Enables AI assistants to manage Google Tasks (list, create, complete, delete ta…
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| 59681 |
password_generator20
Claim
Generates passwords with customizable length, special characters, numbers, and …
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| 59682 |
ai-ssh-mcp
Claim
Enables natural language SSH server management via Claude Code, allowing users …
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| 59683 |
linkedin-mcp-server
Claim
Enables posting content, sharing articles, and managing LinkedIn profile throug…
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| 59684 |
sanshu
Claim
An AI-assisted programming enhancement system that integrates decision-making, …
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| 59685 |
Home price forecasts for any US address or neighborhood. P10/P50/P90 bands acro…
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| 59686 |
smithery-mcp
Claim
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| 59687 |
mcp-cybersec-watchdog
Claim
Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST …
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| 59688 |
fast-paddleocr-mcp
Claim
Extracts text from images using PaddleOCR and outputs results in markdown forma…
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| 59689 |
gcal-mcp
Claim
A Model Context Protocol (MCP) server for read-only Google Calendar integration…
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| 59690 |
A project-scoped private journaling and semantic search server for Claude, usin…
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| 59691 |
MCP Word Commander
Claim
Enables AI assistants to directly read, edit, and manipulate Word documents, su…
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| 59692 |
Limitless
Claim
A portable self-hosted memory layer for AI tools, storing context, memories, an…
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| 59693 |
User Intent MCP
Claim
A multi-modal user intent collection MCP server that allows AI agents to ask us…
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| 59694 |
openfinance
Claim
Connect your financial accounts to view balances, search transactions, and get …
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| 59695 |
Icon MCP Server
Claim
Provides unified search across multiple icon libraries with fuzzy search, cachi…
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| 59696 |
codeembed
Claim
Embeds your codebase into a local vector and graph database and exposes it as a…
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| 59697 |
lldb-mcp-server
Claim
An MCP server that exposes LLDB debugging capabilities, enabling AI-assisted in…
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| 59698 |
Smart Clip MCP
Claim
AI-powered video clipping server that analyzes subtitles and audio to detect hi…
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| 59699 |
Agorus MCP Server
Claim
MCP server for the Agorus AI agent marketplace, exposing API operations as tool…
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| 59700 |
QR Forge MCP server
Claim
Enables AI agents to create and manage trackable QR codes (URLs, Wi-Fi, WhatsAp…
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