MCP Server Quality Scores
Independent quality analysis of 33332 public MCP servers
Last updated 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 24151 |
AgentBay
Claim
Persistent memory, teams, and …
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| 24152 |
AgentSIM
Claim
Real SIM-backed phone numbers for AI agents. Provision a real mobile number, ca…
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| 24153 |
AI market oracle for agents. Crypto signals, Polymarket edges, x402 USDC paymen…
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| 24154 |
OSOP MCP Server
Claim
Enables AI agents to manage OSOP workflows by providing tools for validation, e…
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| 24155 |
lastest
Claim
Run visual regression tests, review diffs, and manage baselines on a Lastest in…
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| 24156 |
LeCroy Oscilloscope MCP
Claim
Enables remote control of LeCroy oscilloscopes via SCPI commands over LAN to pe…
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| 24157 |
Adolescent psychiatry library focused on the medication decisions parents wrest…
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| 24158 |
Jumpseller
Claim
Manage your Jumpseller store with AI. Products, orders, customers, and more.
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| 24159 |
Autodesk Construction Cloud via APS — projects, issues, RFIs, documents, submit…
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| 24160 |
token-optimizer
Claim
Reduce LLM API costs via semantic caching, prompt compression, model routing an…
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| 24161 |
framedeck-mcp
Claim
[Framedeck](https://framedeck.app) is a Kanban content production manager for Y…
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| 24162 |
prospeo-mcp-server
Claim
Prospeo: Find, search, and enrich people and companies with verified emails and…
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| 24163 |
causalMCP
Claim
An MCP server for causal effect estimation from observational data, powered by …
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| 24164 |
Expense Tracker MCP
Claim
A Model Context Protocol server designed for tracking and managing personal or …
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| 24165 |
spawnpay
Claim
Crypto wallets, payments, and referral earnings for AI agents on Base L2
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| 24166 |
verilexdata-mcp
Claim
20 structured datasets (NPI healthcare, SEC filings, OFAC sanctions, crypto wha…
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| 24167 |
brightdata-mcp
Claim
Discover, extract, and interact with the web - one interface powering automated…
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| 24168 |
TikTok hashtag volume over time, with growth for any hashtag. Free key at trend…
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| 24169 |
Canvas LMS MCP Server
Claim
Enables Claude to interact with the Canvas LMS API to manage courses, assignmen…
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| 24170 |
Description of my MCP server
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| 24171 |
pop-pay
Claim
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
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| 24172 |
hwp-mcp
Claim
An MCP server for reading, writing, and managing Korean Hangul Word Processor (…
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| 24173 |
Nephyr Backtest
Claim
Prediction market strategy backtesting with real on-chain Polymarket data
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| 24174 |
mastra-tutorial
Claim
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| 24175 |
tradingale-mcp
Claim
Martingale Intelligence for AI trading agents. Provides proprietary scores and …
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| 24176 |
Provides comprehensive M/M/1 queuing system simulation capabilities including t…
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| 24177 |
Start.gg MCP Server
Claim
Provides access to the Start.gg GraphQL API for querying tournament information…
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| 24178 |
x402-paid MCP server on Base L2 — LangGraph/CrewAI/Eliza/A2A agent-discovery + …
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| 24179 |
gtm-ga4
Claim
GTM + GA4 MCP: tag management, consent auditing, workspace versioning, reports.
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| 24180 |
Enables analysis of wholesale medicine purchase data by providing tools for inv…
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| 24181 |
treasury-mcp
Claim
An MCP server that enables AI agents to query real-time Bitcoin network intelli…
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| 24182 |
Nano-Banana MCP Server
Claim
An MCP server that provides AI image generation and editing capabilities using …
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| 24183 |
mcp-infra
Claim
Enables AI assistants to identify processes listening on specific network ports…
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| 24184 |
monarch-mcp
Claim
Provides an MCP server for querying and managing Monarch Money personal finance…
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| 24185 |
CoachSync
Claim
Barbell strength training tools for AI assistants. Warmup, plate loading, and L…
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| 24186 |
ggb
Claim
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| 24187 |
Trello MCP Server
Claim
Manage Trello boards, lists, and cards from any MCP-compatible AI assistant
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| 24188 |
tilda-mcp
Claim
MCP server for Tilda API — projects, pages. 3 tools.
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| 24189 |
Scan installed MCP servers for security vulnerabilities with 16 detection engin…
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| 24190 |
hivekey
Claim
MCP server for Hivekey — Identity infrastructure for AI agents
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| 24191 |
Enables interaction with S2 StreamStore to manage basins, access tokens, and da…
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| 24192 |
HTTPayer MCP
Claim
Enables AI agents to call x402-gated APIs using a central credit balance, abstr…
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| 24193 |
KPI-Lens
Claim
An MCP server for supply chain intelligence that enables conversational queryin…
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| 24194 |
MCP Serp
Claim
An MCP server that provides structured Google Search capabilities including web…
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| 24195 |
watsonx MCP Server
Claim
Enables Claude to delegate tasks to IBM watsonx.ai foundation models (Granite, …
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| 24196 |
An MCP server that integrates Neil Patel's Ubersuggest SEO platform with Cursor…
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| 24197 |
US address intelligence: 120M+ addresses, verify, suggest, reverse geocode, cov…
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| 24198 |
MCP server for FireCrawl web scraping integration
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| 24199 |
UK Data API
Claim
24 UK data endpoints paid via x402 protocol. Property (Land Registry sold price…
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| 24200 |
Provides UK company lookups via Companies House, web scraping, and search tools…
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