MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 3 hours, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60001 |
MCP Hive
Claim
MCP Clients Pay for Access to Commercial MCP Servers.
AI applications pay per r…
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| 60002 |
mcp-arcgis-asheville
Claim
Enables querying City of Asheville open geospatial data (parcels, zoning, etc.)…
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| 60003 |
Workspace MCP Server
Claim
Enables AI agents to query MongoDB databases and project management REST APIs t…
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| 60004 |
blacksmith-usage-mcp
Claim
A local MCP server that exposes Blacksmith.sh's usage and cost data, enabling q…
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| 60005 |
memlawb
Claim
Zero-knowledge, self-hostable MCP server providing encrypted durable memory for…
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| 60006 |
cerebrochain-mcp-server
Claim
Supply chain & logistics intelligence — rate shopping across 85+ carriers, inve…
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| 60007 |
Dify Management MCP
Claim
Enables programmatic management of a Dify instance, including datasets, apps, a…
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| 60008 |
Memecoin Observatory MCP
Claim
A Solana MCP server for analyzing memecoins, tracking trends, and providing AI-…
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| 60009 |
claudeusage-mcp
Claim
Provides real-time visibility into Claude Pro and Max subscription usage limits…
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| 60010 |
linkedin-mcp-custom
Claim
Analyzes LinkedIn saved jobs with EROI scoring and writes analysis back to a kn…
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| 60011 |
scrumdo-mcp
Claim
Connects MCP-compatible AI tools to ScrumDo boards, enabling card, task, commen…
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| 60012 |
mcp-xray
Claim
Enables interaction with Xray Cloud and Data Center for test management, includ…
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| 60013 |
chrome-devtools-mcp-lite
Claim
A lightweight MCP server that enables AI assistants to control Chrome DevTools …
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| 60014 |
webshift
Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
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| 60015 |
letgo-mcp
Claim
Enables searching, viewing details, and filtering listings on Letgo.com by usin…
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| 60016 |
healthcare-mcp-public
Claim
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| 60017 |
nutanix-mcp
Claim
MCP server for Nutanix Prism Central v4 REST API, enabling AI agents to list an…
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| 60018 |
ArchiMate MCP Server
Claim
Enables LLMs to create, modify, and analyze ArchiMate architecture models using…
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| 60019 |
unofficial-solaredge-mcp
Claim
A lean Model Context Protocol (MCP) server that gives AI assistants like Claude…
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| 60020 |
mcp
Claim
MCP-native AI SRE: ask what's broken in production, get a reviewed GitHub fix P…
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| 60021 |
asd
Claim
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| 60022 |
This MCP server connects Claude Desktop to OpenCTI for AI-augmented threat inte…
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| 60023 |
CiviCRM MCP Server
Claim
Enables AI assistants to access and manage CiviCRM data, including contacts, ac…
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| 60024 |
CropProphEU
Claim
EU Crop Intelligence MCP Server — Yield forecasts, weather analysis, and phenol…
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| 60025 |
sats-for-ai
Claim
Bitcoin-powered AI tools via Lightning Network micropayments (L402). Image, tex…
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| 60026 |
HoloViz MCP Server
Claim
Let AI agents create interactive visualizations that render live inside your ch…
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| 60027 |
Memoreei
Claim
An open-source MCP server that gives AI assistants a searchable memory of your …
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| 60028 |
forecasting-mcp-server
Claim
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| 60029 |
Enables AI assistants to securely access Epic Healthcare Systems patient data t…
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| 60030 |
mcp-paprika
Claim
MCP server for Paprika recipe manager enabling search, CRUD operations, grocery…
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| 60031 |
mcpgate
Claim
A stateless gateway that turns any OpenAPI spec into MCP tools on the fly.
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| 60032 |
AirTrail MCP Server
Claim
Enables AI assistants to manage a self-hosted AirTrail flight tracking instance…
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| 60033 |
humanrail-mcp-server
Claim
Enables AI agents to route tasks requiring human judgment (e.g., content modera…
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| 60034 |
open-compute-mcp
Claim
Model-agnostic computer-use tools over MCP, enabling screen capture and automat…
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| 60035 |
stelar-signals-mcp
Claim
Crypto market-signal MCP tools (regime, sentiment, price, risk) via RapidAPI. N…
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| 60036 |
Codex MCP Server
Claim
Enables Talon agents to delegate autonomous coding tasks to OpenAI Codex, suppo…
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| 60037 |
scm-mcp-server
Claim
Exposes Palo Alto Networks Strata Cloud Manager API via MCP, enabling AI assist…
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| 60038 |
mcp-assist-memory
Claim
An MCP server that provides a shared memory layer for Claude across claude.ai, …
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| 60039 |
mcp-video-reader
Claim
Provides video manipulation via ffmpeg (frame extraction, format conversion, tr…
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| 60040 |
tinypilot-mcp
Claim
MCP server that exposes fleet-aware KVM primitives for AI agents to control Tin…
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| 60041 |
yahoo-finance-mcp-server
Claim
An MCP server that exposes comprehensive Yahoo Finance data (quotes, financials…
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| 60042 |
Bullhorn CRM MCP Server
Claim
Enables AI assistants to query Bullhorn CRM data using natural language through…
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| 60043 |
js-reverse-mcp
Claim
A Chrome DevTools Protocol-based MCP server that enables AI coding assistants t…
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| 60044 |
akshare-mcp
Claim
MCP server that wraps AKShare's 1000+ financial data functions, enabling LLMs t…
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| 60045 |
mcp-weather-server
Claim
Enables MCP clients like Kiro and Claude to access current weather conditions a…
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| 60046 |
A Fastify plugin that enables multi-tenant MCP servers with isolated tools per …
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| 60047 |
Beebole MCP
Claim
MCP server to connect Claude with Beebole for time tracking, enabling project a…
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| 60048 |
mcp-pine
Claim
Memory inspection and savestate control for PCSX2 and other emulators speaking …
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| 60049 |
FlagCheck Job Analyzer
Claim
MCP server that analyzes job descriptions for ATS compatibility, red flags, sal…
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| 60050 |
Provides tools for querying 192 Riyadh districts with Arabic/English name suppo…
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