MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 2 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 67501 |
prufa-mcp
Claim
Point your coding agent at a URL and get a real-browser QA audit: broken signup…
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| 67502 |
mcp-arcgis-lincolnne
Claim
Enables querying and searching Lincoln & Lancaster County GIS open geospatial d…
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| 67503 |
amazing-clickup-mcp
Claim
A comprehensive MCP server for the ClickUp API exposing 166 tools to manage Spa…
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| 67504 |
Mine, validate and paper-trade quantitative trading strategies. The engine runs…
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| 67505 |
memory-decay
Claim
An MCP server that implements memory with decay mechanics, allowing AI agents t…
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| 67506 |
cerebro-code-memory
Claim
Persistent code-knowledge memory across AI chat sessions, caching code understa…
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| 67507 |
wp-seo-mcp
Claim
This MCP server automates WordPress SEO blog creation from content generation t…
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| 67508 |
LeadClaw MCP
Claim
Demo MCP server for booking confirmed sales appointments through Claude. Allows…
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| 67509 |
Obscura MCP
Claim
MCP server adapter for Obscura Rust headless browser — web scraping with anti-d…
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| 67510 |
LoopIn
Claim
Bridges a browser extension with an AI agent via MCP, enabling the agent to cap…
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| 67511 |
Maya MCP Server
Claim
Enables AI-assisted 3D modeling and scene control in Autodesk Maya through natu…
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| 67512 |
Enables interaction with Google Search Console via MCP, offering search analyti…
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| 67513 |
vaultbeat
Claim
Needs Vaultbeat for iOS (Pro). Your AI agent reads your E2EE Apple Health data,…
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| 67514 |
FHIR MCP Server
Claim
Enables interaction with FHIR APIs, specifically for Oracle Millennium Platform…
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| 67515 |
Enables users to manage tasks with priorities, perform calculations with histor…
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| 67516 |
aiwaiverdesk-mcp
Claim
Remote MCP for AI waiver checks, exception approvals, expiry review, and audit …
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| 67517 |
Execute KQL in AI prompts via NL2KQL with schema discovery and Azure Data Explo…
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| 67518 |
gateonai-mcp-server
Claim
Search 2,756+ verified AI tools, generate step-by-step AI workflows, compare to…
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| 67519 |
DC-COCO-MCP
Claim
Enables AI clients to control Cocos Creator editor projects, scenes, nodes, com…
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| 67520 |
Buchhaltungsbutler MCP
Claim
Enables AI assistants to manage BuchhaltungsButler bookkeeping through all 48 A…
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| 67521 |
Query MCP
Claim
Enables IDE access to Supabase databases with SQL query execution, schema manag…
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| 67522 |
Space Context
Claim
The context layer for the physical world: filmed spaces as cited context for ag…
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| 67523 |
dSIPRouter MCP Server
Claim
Enables AI assistants to manage dSIPRouter operations such as endpoint groups, …
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| 67524 |
Finland Shopping MCP
Claim
Enables AI assistants to search and compare live prices from Finnish marketplac…
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| 67525 |
mymcpserver_bjarvis
Claim
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| 67526 |
tourmis
Claim
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| 67527 |
GraphRAG MCP Server
Claim
Enables graph-powered semantic search over the Grand Débat National dataset, pr…
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| 67528 |
MCPJuliaServer
Claim
A Julia-based MCP server providing tools for database operations, file manageme…
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| 67529 |
CapCut MCP Server
Claim
Enables AI assistants to fully control CapCut video editing projects, including…
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| 67530 |
tech-watch-mcp
Claim
An MCP server providing real-time access to tech news from Hacker News, GitHub …
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| 67531 |
tdprepview-mcp
Claim
Enables machine learning data preprocessing pipeline creation and model trainin…
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| 67532 |
docs-mcp
Claim
MCP server + RAG chatbot that makes your MDX documentation searchable by AI ass…
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| 67533 |
database-admin
Claim
Database admin MCP: schema inspection, query optimization for PostgreSQL and My…
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| 67534 |
HaiveControl MCP Server
Claim
Enables AI clients to view screens, run commands, and transfer files across a f…
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| 67535 |
Yahoo Finance MCP Server
Claim
Provides real-time stock market data for Claude Desktop and MCP-compatible clie…
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| 67536 |
Wraps the CourtListener API for real-time federal docket monitoring, with plugg…
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| 67537 |
octane-mcp
Claim
A local MCP server that lets Hermes Agent use Octane X as a shared visual canva…
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| 67538 |
genlayer-cli-mcp
Claim
MCP server for AI agents to work with GenLayer projects, providing tools to run…
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| 67539 |
MCP Server Client Demo
Claim
A demo MCP server with streamable HTTP transport and auto tool registry, enabli…
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| 67540 |
Enables automatic literature discovery, screening, and ranking across OpenAlex,…
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| 67541 |
ida-pro-mcp-fusion
Claim
AI-powered MCP server for IDA Pro with Fusion enhancements. Provides persistent…
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| 67542 |
fipeX MCP
Claim
Brazilian FIPE vehicle reference prices: search, current price, history and com…
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| 67543 |
Apple MCP Calnot
Claim
Provides MCP tools to read, search, create, append, and delete iCloud Notes by …
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| 67544 |
Provides comprehensive access to AWS Trusted Advisor checks and recommendations…
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| 67545 |
WAF MCP Server
Claim
Enables AI assistants to monitor, analyze, and configure OWASP ModSecurity CRS …
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| 67546 |
agentfi
Claim
Crypto transaction tools for AI agents. 28 MCP tools covering swaps (Uniswap V3…
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| 67547 |
mcp-newsapi
Claim
Enables fetching top headlines and searching news archives from NewsAPI.org, al…
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| 67548 |
blumira-mcp
Claim
An MCP server for Blumira SIEM platform, enabling management of security event …
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| 67549 |
hister
Claim
Your own search engine
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| 67550 |
lending-data-mcp-server
Claim
Exposes a governed lending portfolio (loans, customers, risk-tier history) to a…
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