MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 1 hour, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31901 | — | |||||||||
| 31902 |
mcp-gerafarm
Claim
Buy produce from farmers, list crops, access market prices. 50+ countries.
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| 31903 |
servidor-acordaos-ia
Claim
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| 31904 |
NetApp ONTAP MCP Server
Claim
Provides a Model Context Protocol interface for managing and monitoring NetApp …
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| 31905 |
mailx-tools
Claim
Mailx Tools is an MCP server that gives AI agents a complete email-deliverabili…
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| 31906 |
trust-gate
Claim
Merchant trust verification for agentic commerce. Verify any merchant before au…
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| 31907 |
ABMeter
Claim
Feature flagging and A/B testing platform with AI-first experimentation workflo…
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| 31908 |
misterclaw
Claim
MiSTerClaw — MCP remote control for MiSTer-FPGA. Launch games, search ROMs, tak…
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| 31909 |
candice-ai
Claim
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| 31910 |
testyb3
Claim
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| 31911 |
v0-mcp-ts
Claim
Bridge design and code seamlessly by generating UI components and layouts from …
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| 31912 |
demo
Claim
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| 31913 |
MCP server for R package development using usethis, devtools, renv, and testthat
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| 31914 |
mcp
Claim
Search Christian Perez's blog, read posts, and ask about his work, podcast, and…
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| 31915 |
yfinance-mcp-server
Claim
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| 31916 |
OpenAI MCP Server
Claim
Provides comprehensive access to OpenAI's API capabilities including chat compl…
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| 31917 |
Nephyr Backtest
Claim
Prediction market strategy backtesting with real on-chain Polymarket data
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| 31918 |
Next.js MCP Server
Claim
A template MCP server built with Next.js using the Vercel MCP Adapter. Provides…
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| 31919 |
blackhawk-mcp
Claim
BlackHawkMCP - connect AI to Google Sheets
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| 31920 |
jaamun
Claim
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| 31921 |
normi
Claim
French real estate data API (DVF) — 17M+ geocoded transactions since 2014.
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| 31922 |
sex
Claim
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| 31923 |
courier-mcp
Claim
The official Model Context Protocol server for the Courier notification API. It…
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| 31924 |
xenarch-mcp
Claim
Xenarch — x402 MCP server for AI agent payments. Non-custodial, USDC on Base L2.
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| 31925 |
Motion MCP Server
Claim
Bridges Motion's AI-powered calendar and task management API with LLMs via the …
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| 31926 |
deploy
Claim
Deploy any app to any cloud. 20 tools for deployments, previews, and management.
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| 31927 |
Read-only MCP server for CortexPilot workflows, queue state, proof, replay, and…
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| 31928 |
Canvas LMS MCP Server
Claim
Connects Claude to Canvas LMS accounts, enabling natural language queries about…
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| 31929 |
thinking-toolkit
Claim
## Thinking Toolkit
*Twelve structured techniques for diagnosing and resolving…
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| 31930 |
docs
Claim
Stimulsoft Reports & Dashboards docs MCP server. Semantic search for all platfo…
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| 31931 |
mcp-metar
Claim
MCP server for METAR/TAF aviation weather data
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| 31932 |
scan_your_ai_toolkit
Claim
Scan for AI tools and agents - MCP servers & CLIs for scanning, auditing, and m…
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| 31933 |
spines-underground
Claim
Agent-to-agent marketplace with 23 curated products — poetry, philosophy, music…
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| 31934 |
mcp-infra
Claim
Enables AI assistants to identify processes listening on specific network ports…
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| 31935 |
mcp-sysmon
Claim
MCP server for system monitoring, enabling users to ask about CPU, memory, disk…
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| 31936 |
Enables automated LinkedIn lead generation and outreach through profile search,…
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| 31937 |
dy-mcp-demo (dy-mcp)
Claim
A public demo of a personal-context MCP server that exposes six typed contexts …
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| 31938 |
databazaar
Claim
Agent-first data marketplace — AI agents search, purchase, and sell datasets vi…
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| 31939 |
steam-mcp
Claim
Connect Claude to your Steam library. Query your games, playtime, recently play…
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| 31940 |
KYC-verified INR wallets for AI agents in India. Payments, escrow, and settleme…
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| 31941 |
An MCP server that exposes the OpenBB widgets.json specification as structured,…
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| 31942 |
RIPE Atlas
Claim
RIPE Atlas network measurements — ping, traceroute, DNS, TLS, HTTP, NTP, and pr…
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| 31943 |
skene
Claim
Product-Led Growth (PLG) analysis toolkit that detects tech stacks, plans growt…
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| 31944 |
MCP Code Validator
Claim
A TypeScript MCP server that validates codebases against configurable rules. It…
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| 31945 |
runware
Claim
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| 31946 |
Yandex Wordstat MCP
Claim
Enables keyword research and search trend analysis for the Russian market throu…
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| 31947 |
Archergate
Claim
Open-source software licensing SDK. Generate ready-to-paste license validation …
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| 31948 |
ai_agent_test
Claim
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| 31949 |
wpa-mcp
Claim
An MCP server that converts Windows WPR .etl performance traces into structured…
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| 31950 |
Expose Typebot's REST API as callable tools to manage and interact with Typebot…
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