MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 2 hours, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49901 |
Rubeus MCP Server
Claim
A Model Context Protocol (MCP) server for Kerberos abuse operations using Rubeu…
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| 49902 |
Momento MCP Server
Claim
A simple MCP server for Momento Cache enabling get, set, list, create, and dele…
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| 49903 |
hackbrowser-mcp
Claim
Enables AI agents to perform security testing on web applications by controllin…
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| 49904 |
OQVA Marketing MCP
Claim
Connect Claude to your marketing data from Google and Meta, enabling read and w…
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| 49905 |
OpenChainBench
Claim
Live, neutral benchmarks for public RPC latency, oracles, bridges, perp DEX, an…
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| 49906 |
playmetrics_mcp
Claim
Read-only MCP server for the PlayMetrics youth-sports club management platform,…
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| 49907 |
Searchless-ngx
Claim
An Agentic RAG MCP Server that transforms Paperless-ngx into a conversational d…
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| 49908 |
action1-mcp-server
Claim
A production-grade MCP server that wraps the entire Action1 REST API, enabling …
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| 49909 |
CDP-MCP Server
Claim
Wraps Chrome DevTools Protocol to provide AI agents with low-level browser debu…
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| 49910 |
Provides AI agents with enterprise-grade access to Kotlin-based Android develop…
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| 49911 |
Provenance and governance layer for AI-readable knowledge. NodeRail answers wha…
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| 49912 |
Enables deploying and connecting to MCP servers on Cloudflare Workers with OAut…
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| 49913 |
Symath-MCP
Claim
A symbolic mathematics MCP server supporting calculus, linear algebra, number t…
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| 49914 |
Connects LLMs to a PostgreSQL e-commerce database for sports supplements, enabl…
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| 49915 |
figjam-context-mcp
Claim
Exposes tools to ingest FigJam boards, retrieve context summaries, and answer f…
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| 49916 |
cfr-compliance-mcp
Claim
A production-quality MCP server that exposes the official eCFR API as structure…
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| 49917 |
ionoscloud-mcp
Claim
Inspect and manage IONOS CLOUD infrastructure via MCP.
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| 49918 |
modelbound-mcp
Claim
Local-first MCP server for agent skills. Validate, lint, diff, and convert acro…
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| 49919 |
asterpay
Claim
EUR settlement for AI agents. Trust scoring, market data, crypto analytics. 16 …
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| 49920 |
scout-intel-mcp
Claim
AI-powered business intelligence MCP server. 7 tools for competitive analysis, …
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| 49921 |
MCP server for https://grep.app
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| 49922 |
mistral-ocr-mcp
Claim
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| 49923 |
xuanxue-bazi-matching
Claim
Deterministic Chinese divination APIs (BaZi/QiMen/ZiWei/MeiHua/LiuYao/LiuRen) x…
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| 49924 |
MCP Brave Search Server
Claim
Enables web search using the Brave Search API, with configurable query and resu…
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| 49925 |
Enrich Layer MCP Server
Claim
Provides 25 tools to enrich company, person, contact, school, and job data via …
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| 49926 |
domain-intel-mcp
Claim
Domain & company intel for AI agents: RDAP, DNS, email deliverability, tech sta…
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| 49927 |
MCP-ORTools
Claim
Enables Large Language Models to submit and solve constraint satisfaction and o…
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| 49928 |
Visily MCP
Claim
Brings Visily designs into AI coding agents, enabling design-to-code generation…
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| 49929 |
vk-ads-mcp
Claim
Read-only MCP server for analyzing VK Ads campaigns, listing ad structures, ret…
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| 49930 |
AIMentionTracker
Claim
How often ChatGPT, Claude, Gemini and Perplexity name and cite your brand, with…
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| 49931 |
Eventbrite MCP Server
Claim
This is a Model Context Protocol (MCP) server that provides tools for interacti…
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| 49932 |
CryptoAgentMail
Claim
Hosted email MCP for AI agents with inboxes, send/receive, memory, recovery, an…
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| 49933 |
Human For AI
Claim
Hire a real human for real-world verification, product testing, AI output revie…
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| 49934 |
structured-argumentation
Claim
Analyze complex questions by systematically breaking down and comparing argumen…
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| 49935 |
FastAPI-MCP
Claim
Exposes FastAPI endpoints as Model Context Protocol (MCP) tools while preservin…
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| 49936 |
SnowSure
Claim
Live ski & snow data for AI agents: 14-day multi-model forecasts, powder rankin…
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| 49937 |
ComfyPilot
Claim
An MCP server that bridges AI agents with ComfyUI for automated workflow buildi…
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| 49938 |
abc
Claim
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| 49939 |
bug-ledger-mcp
Claim
A shared, concurrency-safe ledger for LLM code audits. It enables multiple agen…
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| 49940 |
Live Mercury outboard data and CAD quote builder from a Mercury Platinum Dealer…
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| 49941 |
google-ads-mcp
Claim
MCP server that provides tools and resources for interacting with Google Ads AP…
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| 49942 |
mcp-blink-momory
Claim
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| 49943 |
An MCP server that exposes LDAP directory operations to AI agents, supporting f…
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| 49944 |
PlantUML MCP Server
Claim
Enables generating PlantUML diagrams directly from Claude Desktop, with tools t…
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| 49945 |
BalanceLab
Claim
Runaway loop detector for AI token economies — monitors token usage and cost ra…
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| 49946 |
Brand-safe ad, email, product description, and social content production.
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| 49947 |
Search Ads 360 — reporting via query language, insights, and offline conversion…
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| 49948 |
proxmox-mcp-server
Claim
Enables management of Proxmox VE virtual environments (VMs, containers, storage…
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| 49949 |
ctxshot-mcp
Claim
A lightweight MCP server that provides project briefing tools (session_brief, p…
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| 49950 |
intaris
Claim
Guardrails service for AI agents that evaluates every tool call for safety and …
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