MCP Server Quality Scores
Independent quality analysis of 64766 public MCP servers
Last updated 7 hours, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40601 |
mcp-server
Claim
Your team's knowledge, always in context. SOPs, coding standards, and workflows…
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| 40602 |
MCP server to access and search adonis-mcp documentation files from GitHub, wit…
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| 40603 |
diff-patch-tools
Claim
Cloudflare Workers MCP server: diff-patch-tools
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| 40604 |
apple-mcp
Claim
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| 40605 |
Blueprint MCP
Claim
Provides AI coding agents with durable architecture memory for repositories by …
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| 40606 |
JS Reverse MCP
Claim
MCP server for JavaScript reverse engineering and browser debugging.
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| 40607 |
Searches AustLII for Australian legislation and case law, enabling AI agents to…
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| 40608 |
KiroStats
Claim
Real-time credit usage and session tracking for Kiro IDE, reading from local st…
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| 40609 |
Finance MCP Server
Claim
Enables fetching financial statements (Income Statement, Balance Sheet, Cash Fl…
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| 40610 |
mcp-governance-proxy
Claim
An MCP server that acts as a governance proxy for AI agents, evaluating each to…
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| 40611 |
LQWD Gateway
Claim
Free Lightning faucet MCP — agents register, get an inbound channel, bootstrap …
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| 40612 |
MCP Expertise Toolkit
Claim
A template for building MCP servers that codify domain expertise into AI-access…
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| 40613 |
creativity-engine-mcp
Claim
creativity-engine-mcp MCP server by MEOK AI Labs
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| 40614 |
LibraryMCP
Claim
A library management MCP server supporting book search, member management, and …
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| 40615 |
An MCP server that integrates with Microsoft Copilot Studio to deliver humor co…
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| 40616 |
PyAutoGUI-MCP
Claim
Exposes PyAutoGUI desktop automation functions as MCP tools, enabling mouse con…
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| 40617 |
mcp-myvariant
Claim
Enables querying metadata from MyVariant.info, a comprehensive variant annotati…
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| 40618 |
BoondManager MCP Server
Claim
An MCP server integrating with the BoondManager API to enable AI assistants to …
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| 40619 |
mcp-release-guardian
Claim
Validates release hygiene in local repositories with network-free, read-only to…
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| 40620 |
yagoo-mcp-server
Claim
Enables AI agents to discover and recommend other agents through a searchable d…
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| 40621 |
Omnichannel MCP
Claim
Transforms a single natural language prompt into a synchronized distribution of…
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| 40622 |
hpc-mcp
Claim
Provides MCP tools for high-performance computing (HPC) and converged computing…
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| 40623 |
blackhawk-mcp
Claim
BlackHawkMCP - connect AI to Google Sheets
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| 40624 |
cloudwatch-mcp
Claim
Provides AI assistants with read-only access to AWS CloudWatch Logs for product…
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| 40625 |
bitvavo-mcp
Claim
Exposes a Bitvavo crypto exchange account as read-only tools for Claude, allowi…
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| 40626 |
astrovisor-mcp
Claim
Enables interaction with the AstroVisor API through MCP, automatically synced t…
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| 40627 |
Formula 1 MCP Server
Claim
Provides easy access to Formula 1 data including championship standings, event …
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| 40628 |
Enables AI agents to perform multi-platform searches (Douyin, Xiaohongshu, Zhih…
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| 40629 |
quine-cube-runner-mcp
Claim
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
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| 40630 |
mcp
Claim
Massed Compute MCP — browse GPU inventory, launch and manage VMs, audit billing.
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| 40631 |
labor-market-mcp-server
Claim
Provides access to worldwide labor market data including unemployment, wages, a…
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| 40632 |
MCP Server Node
Claim
A Node.js MCP server example with user management, task management, and calcula…
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| 40633 |
Taskforce
Claim
Task and planning workspace for humans collaborating with AI agents
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| 40634 |
Enables fetching Selectel billing balances and predictions via MCP tools, with …
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| 40635 |
mcp-dm8-server
Claim
Provides table structure browsing and read-only query capabilities for DM8 data…
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| 40636 |
GraphRAG MCP
Claim
A local-first MCP server that transforms crypto whitepapers into a knowledge gr…
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| 40637 |
data-cityofnewyork
Claim
Enables querying NYC Open Data datasets using natural language, with tools to s…
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| 40638 |
mcp-watchmode
Claim
Provides streaming availability data across 200+ services, including title sear…
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| 40639 |
mcp-seo-audit
Claim
Technical SEO site audit MCP: health score, issues, robots, sitemap, JSON-LD.
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| 40640 |
Bitwarden MCP Server
Claim
Enables interaction with Bitwarden/Vaultwarden for password and secure note man…
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| 40641 |
Profit calculator, inventory health checks, COGS breakdown, tax deductions, reo…
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| 40642 |
@vengtoo/mcp-server
Claim
Enables management of Vengtoo authorization models, including resource types, s…
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| 40643 |
# Rug Munch Intelligence — MCP Server
[
Analyses your published writing from a sitemap, extracts a corpus, and generate…
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| 40645 |
boss-zhipin-mcp
Claim
Enables AI assistants to automate BOSS直聘 recruitment tasks including candidate …
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| 40646 |
Consolidates code understanding, documentation, browser automation, memory, and…
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| 40647 |
macOS-only MCP server that exposes iMessage chat.db to Claude and exports per-c…
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| 40648 |
NYC FHV Intelligence API
Claim
Real-time NYC TLC for-hire vehicle license verification and renewal-window lead…
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| 40649 |
memgrep
Claim
Enables agents to search and retrieve past chat transcripts from a local memory…
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| 40650 |
docusaurus-plugin-mcp
Claim
Exposes Docusaurus documentation and OpenAPI specs as an MCP server, enabling A…
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