MCP Server Quality Scores
Independent quality analysis of 64798 public MCP servers
Last updated 2 hours, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41201 |
Specifai MCP Server
Claim
A Model Context Protocol (MCP) server for Specifai project integration and auto…
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| 41202 |
AgentCanary
Claim
Market context for AI agents: fresh regime, risk, narrative and scenario state …
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| 41203 |
@dcp/mcp
Claim
Enables AI agents to access DCP's Saudi-hosted AI compute platform for inferenc…
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| 41204 |
SSH MCP Server
Claim
Enables AI apps to connect to remote servers via SSH, SFTP, and tunnels.
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| 41205 |
cerberus-mcp
Claim
An MCP server that provides ultra-efficient code exploration through AST analys…
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| 41206 |
AgentCron
Claim
Schedule tasks for later from your AI agent: reminders, delayed webhooks, recur…
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| 41207 |
Avalanche MCP Tools
Claim
Enables natural language interaction with the Avalanche blockchain through AI a…
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| 41208 |
AI strategy, workflow automation, and process-improvement assessment for small …
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| 41209 |
An MCP server that enables developers to summon AI development team agents dire…
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| 41210 |
An MCP server that provides Claude Code with access to Black Duck SCA for manag…
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| 41211 |
c2padisclosure-mcp
Claim
Remote MCP for C2PA disclosure policy MCP, structured receipts, audit logs, and…
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| 41212 |
mcp
Claim
Post bounties, solve tasks, earn credits on Emergence Science — the agent econo…
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| 41213 |
Proposal Generator MCP
Claim
Generates professional client proposals including timeline, tech stack, price e…
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| 41214 |
Access Smartschool courses, grades, assignments, and messages through the Model…
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| 41215 |
mcp-geracity
Claim
Smart city builder game MCP server by Gera Services. Build cities, earn GeraCoi…
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| 41216 |
CrowdHum
Claim
Create and run live audience polls from your AI assistant, with a scan-to-vote …
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| 41217 |
agent-audit-logger-mcp
Claim
Hash-chained HMAC-signed audit log MCP for A2A (agent-to-agent) calls. Every to…
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| 41218 |
contextforge-mcp
Claim
Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot.
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| 41219 |
A Python CLI package aaws published to GitHub with PyPI distribution via GitHub…
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| 41220 |
Calame
Claim
Visual no-code generator that turns any database into multiple scoped MCP serve…
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| 41221 |
kie-mcp
Claim
MCP for kie.ai: 45+ image, 70+ video, 20+ audio models with model intelligence
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| 41222 |
utsunomiya-mcp-server
Claim
Enables querying Utsunomiya city's open datasets using natural language, with f…
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| 41223 |
Crypto wallet portfolio API for AI agents. Full token holdings across Ethereum,…
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| 41224 |
voltcast
Claim
European day-ahead electricity prices (43 zones), accuracy-published forecasts,…
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| 41225 |
Enables deploying a remote MCP server on Cloudflare Workers with OAuth authenti…
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| 41226 |
jgs-sysmlv2-api-mcp
Claim
An MCP server that gives an AI agent read and write access to a live SysML v2 m…
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| 41227 |
remnus
Claim
MCP-native open-source Notion alternative: read & write pages, databases and ka…
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| 41228 |
hyperliquid-info-mcp
Claim
Hyperliquid perp & spot data: prices, funding, open interest, order book, posit…
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| 41229 |
omarchy-mcp
Claim
Enables AI assistants to manage Omarchy desktop themes, including listing, swit…
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| 41230 |
publish
Claim
SpiderIQ Publish: content platform MCP (pages, posts, templates, components, do…
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| 41231 |
MCP Express on Netlify
Claim
A basic example of deploying a serverless Model Context Protocol (MCP) server u…
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| 41232 |
Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semant…
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| 41233 |
job-description-ai-mcp
Claim
job-description-ai-mcp MCP server by MEOK AI Labs
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| 41234 |
IndoTender
Claim
Indonesian government procurement — LPSE tenders, Inaproc data, and company pro…
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| 41235 |
Bawbel Scanner
Claim
Security scanner for MCP servers and skill files. Detects AVE vulnerabilities b…
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| 41236 |
legalithm-mcp-server
Claim
EU AI Act compliance in your editor: classify risk, cite obligations, draft Art…
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| 41237 |
accform-layout-mcp
Claim
Local MCP server and CLI for Access layout files, rendered to SVG without Micro…
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| 41238 |
Convai Analytics
Claim
Analyze Convai sessions, latency, reliability, usage, and provider telemetry vi…
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| 41239 |
Bridges AI models with WinDbg to analyze Windows crash dumps and perform remote…
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| 41240 |
Sentimatix
Claim
Real-time NSE/BSE stock sentiment, news NLP, technical analysis & RAG search vi…
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| 41241 |
Advanced codebase indexing and semantic search MCP server
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| 41242 |
Backlink tools for AI assistants: redirect, Google index, and backlink health c…
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| 41243 |
Exposes runtime-local capabilities from browsers, apps, devices, and local proc…
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| 41244 |
Local Memory MCP Server
Claim
Provides persistent local memory functionality for AI assistants, enabling them…
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| 41245 |
hugo-mcp
Claim
A powerful MCP server for managing Hugo static site generator. This server prov…
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| 41246 |
Enables interaction with Google SearchConsole tools and services through a unif…
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| 41247 |
qr-code-ai-mcp
Claim
qr-code-ai-mcp MCP server by MEOK AI Labs
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| 41248 |
company-data
Claim
Read-only data on 3.9M Romanian companies: search, profiles, financials, status…
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| 41249 |
AI Agent Astrology — natal charts, transits, cosmic weather, and forecasts for …
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| 41250 |
NinjaOne MCP Server
Claim
MCP server providing 75 tools for querying devices, managing alerts, running sc…
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