MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 1 hour, 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56701 |
Web capture API for AI agents. Take full-page screenshots (PNG/JPEG/WebP) and g…
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| 56702 |
victron-tcp
Claim
Connect AI assistants to Victron Energy systems to read real-time solar, batter…
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| 56703 |
Pinako AI Bridge
Claim
Pinako AI Bridge is the MCP server that connects Pinako, a Chromium extension f…
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| 56704 |
My MCP Server
Claim
Demonstrates an MCP server with a vulnerable add tool protected by SonnyLabs pr…
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| 56705 |
local-fusion MCP server
Claim
Exposes a multi-model council (panel-judge-synthesizer) and a build/check loop …
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| 56706 |
Bridge-MCP
Claim
Unified MCP server that integrates Jira, GitLab, and Confluence for AI assistan…
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| 56707 |
vechain-mcp-server-
Claim
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| 56708 |
muni-dev-cost
Claim
US municipal development cost: aggregated impact + water/sewer tap fees per jur…
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| 56709 |
agentic-ai-shadowing
Claim
Observes tasks and generates anonymized SOPs — task tracking and SOP review via…
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| 56710 |
Enables searching for AI agents by keywords or categories, allowing users to di…
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| 56711 |
MCP server for Confluence Cloud/Server/Data Center, enabling page search, CQL q…
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| 56712 |
NKS osTicket MCP
Claim
Enables AI agents to manage osTicket support tickets including listing, searchi…
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| 56713 |
mcp_web_search
Claim
Enables web search, content fetching, dynamic page scraping, and URL preview vi…
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| 56714 |
Connector for Perplexity API, to enable real-time, web-wide research.
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| 56715 |
gsep-mcp
Claim
AI agent security via MCP: C3 firewall, C4 immune system, C5 action guard, self…
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| 56716 |
woocommerce-mcp
Claim
Read-only MCP server for WooCommerce that enables answering questions about pro…
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| 56717 |
CLAWD Wallet
Claim
A unified MCP server providing x402 payments, TAP identity verification, referr…
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| 56718 |
pharma
Claim
Pharma vendor-services MCP. Preview. Available after legal, claims, and AEC are…
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| 56719 |
An MCP server for searching and citing research papers using RAG, enabling sema…
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| 56720 |
Context7 MCP Server
Claim
An MCP server that bridges to the Context7 API, enabling querying documentation…
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| 56721 |
appwrite-console-mcp
Claim
Provides root access to all Appwrite projects, enabling management of projects,…
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| 56722 |
Access Reddit posts, YouTube video details, podcast episodes, and Hacker News s…
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| 56723 |
shutil-mcp
Claim
Provides asynchronous file system operations (ls, cp, mv, etc.) with structured…
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| 56724 |
banktivity-mcp
Claim
Provides read-only access to Banktivity 8 personal finance databases, enabling …
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| 56725 |
pdf-mcp
Claim
MCP server for generating PDF reports on real estate properties. Supports locat…
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| 56726 |
bazi-mcp
Claim
Deterministic Bazi / Four Pillars MCP server with True Solar Time, lunar/solar …
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| 56727 |
Reading Nest
Claim
A mobile-first AI co-reading MCP server that lets users import novels or comics…
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| 56728 |
ko-stock-mcp
Claim
Provides Korean stock market data, including DART electronic disclosures and KR…
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| 56729 |
md-mcp
Claim
Exposes local markdown documentation, notes, and knowledge bases to AI tools vi…
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| 56730 |
Markdown Web Scraper API
Claim
Extracts the content from any URL and returns it in clean, optimized Markdown f…
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| 56731 |
life-hub-mcp
Claim
Enables deployment of a remote MCP server on Cloudflare Workers without authent…
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| 56732 |
codegraph
Claim
Indexes a codebase into a live symbol graph and serves it via MCP to AI coding …
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| 56733 |
SponsorFinder MCP Server
Claim
Checks whether a company holds a UK or Netherlands work-visa sponsorship licenc…
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| 56734 |
MCP CLI Server
Claim
An MCP server that provides tools to interact with CLI applications, enabling p…
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| 56735 |
AndroJack-mcp
Claim
Enables AI coding assistants to access up-to-date, official Android documentati…
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| 56736 |
hive-mcp
Claim
Integrates Jira and Sourcegraph, enabling LLMs to retrieve and comment on Jira …
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| 56737 |
mcp-bitbucket
Claim
MCP server for Bitbucket Cloud that exposes 35 tools covering repositories, pul…
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| 56738 |
deploytest MCP server
Claim
Enables AI agents to run reusable Playwright test fixtures against live deploym…
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| 56739 |
Search and license 217,000+ authentic vintage 8mm home movie clips from the 193…
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| 56740 |
tdhc
Claim
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| 56741 |
dashclaw
Claim
Governance runtime for AI agents: a guard tool evaluates risky actions against …
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| 56742 |
SnapBack MCP Server
Claim
Enables AI-powered code safety analysis including risk detection, secret scanni…
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| 56743 |
ts-mcp-debugger
Claim
Enterprise debugging for Node.js/TypeScript with 25+ tools: breakpoints, profil…
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| 56744 |
cisco-mcp
Claim
Enables LLMs to run read-only show commands on Cisco IOS/IOS-XE and Nexus switc…
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| 56745 |
EU Mobility Package compliance — EU 561/2006 drivers' hours, 4-week return-to-b…
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| 56746 |
Vietnam payments for AI agents — MoMo wallet QR, ATM, cards. Zero-setup sandbox…
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| 56747 |
InfoLang Memory
Claim
InfoLang semantic memory MCP — investigate, memorize, and recall compressed age…
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| 56748 |
Higress OPS MCP Server
Claim
Enables comprehensive configuration and management of Higress through the Model…
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| 56749 |
LinkedIn MCP server for AI content creation, LinkedIn post generation, post rew…
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| 56750 |
@secr/mcp
Claim
Provides AI coding agents with direct access to secrets management (get, set, l…
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