MCP Server Quality Scores
Independent quality analysis of 33332 public MCP servers
Last updated 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33001 |
zoho-mail-mcp
Claim
MCP server for Zoho Mail. Read, search, and send email from Claude.
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| 33002 |
Screen MCP
Claim
Enables LLMs to capture screenshots and screen recordings through MCP with chun…
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| 33003 |
biolit
Claim
LLM-assisted biomedical literature screening and extraction for PubMed, GEO, an…
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| 33004 |
Synapse Layer
Claim
### Synapse Layer — The Memory Standard for AI Agents
Synapse Layer is a secur…
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| 33005 |
Real-time Polymarket analytics for AI agents. Query live prediction market data…
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| 33006 |
Best cross-chain bridge routes with fees, time, providers. LI.FI-powered. x402.
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| 33007 |
An MCP server that enables Claude Desktop to access and analyze financial data …
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| 33008 |
Geolocate Me
Claim
Give any AI assistant real-time access to your phone's GPS and location history.
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| 33009 |
EVM Copilot
Claim
Competitive intelligence for the EVM ecosystem. Search 18,000+ projects, 1,500+…
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| 33010 |
better-bear
Claim
MCP server for Bear notes — read, search, create, edit, tag, and manage notes v…
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| 33011 |
Untap
Claim
UK refunds inside your AI assistant: train delays, flights, TfL, parking. Made …
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| 33012 |
lims
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| 33013 |
An MCP server that provides [describe what your server does]
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| 33014 |
Base64 Codec API
Claim
Encode/decode base64 and URL-safe base64. x402 micropayment.
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| 33015 |
Federal and state court record lookup. Run a name or company through and get ba…
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| 33016 |
numuersapi
Claim
NumbersAPI MCP — wraps numbersapi.com (free, no auth)
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| 33017 |
randomaistuff
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| 33018 |
WeatherMCP
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An MCP server providing US National Weather Service data with tools to fetch we…
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| 33019 |
pubrio
Claim
Glocalized business data layer for AI agents. Search companies, people, and sig…
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| 33020 |
Flux Cloudflare MCP
Claim
Generate high-quality images using AI with seamless integration into your appli…
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| 33021 |
json-sanity
Claim
Deterministic JSON repair for LLM agents. Strips prose preambles, fixes malform…
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| 33022 |
e2b-sandbox-mcp
Claim
Connect Claude Code with E2B cloud sandboxes — 29 tools for creating isolated L…
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| 33023 |
PageGuard MCP
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Privacy compliance scanning for AI coding tools. Detects tracking tech, cookies…
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| 33024 |
Cortex Resource Manager
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Manages resource allocation, MCP server lifecycle, and Kubernetes workers in co…
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| 33025 |
Himalaya MCP Server
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Enables AI agents to interact with email accounts via the Himalaya CLI, support…
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| 33026 |
ManyMeet
Claim
**Coaches, consultants, and creators run sales webinars as Zoom Meetings** beca…
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| 33027 |
Text Classifier API
Claim
Classify text into categories with confidence, readability, content type. x402.
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| 33028 |
vibe-hnindex
Claim
Index source code into a local knowledge base, search with keyword + semantic +…
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| 33029 |
Allows deploying a Model Context Protocol server on Cloudflare Workers without …
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| 33030 |
Revelata deepKPI
Claim
Fundamental data, including operating KPIs, you can't even find on Bloomberg — …
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| 33031 |
mapleflow
Claim
Unified AI API — 30+ models from OpenAI, Anthropic, Google, Groq, and xAI throu…
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| 33032 |
CSV to JSON API
Claim
Parse CSV to JSON array. Auto-detect delimiter, headers. x402 micropayment.
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| 33033 |
drop-beacon-mcp
Claim
Search 100K+ EDC products. Track drops, compare prices, and analyze market tren…
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| 33034 |
cloudpayments-mcp
Claim
MCP server for CloudPayments API — charge, auth, confirm, void, refund, find tr…
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| 33035 |
Cartograph
Claim
Local-first reusable implementation registry for AI agents and versioned widget…
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| 33036 |
Programmatic Tableau workbook (.twb/.twbx) generation � 47 MCP tools for charts…
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| 33037 |
sparkbites
Claim
Search 500+ curated design websites and install DESIGN.md files directly from y…
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| 33038 |
Solana swap quotes via Jupiter — best route, price impact, priority fees, USD p…
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| 33039 |
txrisk-tools
Claim
TXRISK is a bounded risk-decision MCP for wallets, approvals, transfers, webhoo…
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| 33040 |
Base chain DeFi yields — Aerodrome, Moonwell, APY, TVL, risk scores. x402.
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| 33041 |
mcp-hailuo
Claim
MCP server for Hailuo (MiniMax) AI video generation
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| 33042 |
HashLock OTC
Claim
Institutional-grade OTC crypto trading with HTLC atomic settlement on Ethereum,…
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| 33043 |
A Model Context Protocol server that allows LLMs to interact with Python enviro…
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| 33044 |
pplz-agent
Claim
PPLZ AI Agent — Let AI play your social life simulation automatically.
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| 33045 |
Enables users to access, search, and get recommendations from AWS documentation…
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| 33046 |
Paylocity MCP Server
Claim
Connects Claude Desktop to the Paylocity API to manage employee records, pay st…
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| 33047 |
deepviews
Claim
Free financial data: company analysis, DCF, comps, benchmarks, screening. No AP…
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| 33048 |
kese_online_mcp
Claim
https://kese.online — WhatsApp ve Telegram üzerinden fiş/fatura fotoğrafı gönde…
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| 33049 |
AgentTrust
Claim
Trustless XRPL escrow oracle for AI agents. Create jobs, verify work, release X…
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| 33050 |
macOS Calendar & Reminders MCP server (24 tools). Native Swift EventKit, iCloud…
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