MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

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30006
Discovered
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24039
Scored
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1224
Verified
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16961
Complete
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Last updated 2 weeks, 5 days ago

Grade Distribution

Score Distribution

🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
24751
Privacy compliance scanning for AI coding tools. Detects tracking tech, cookies…
 — ○ ⏳ — N/A N/A — — —
24752
csharp-sdk Claim
The official C# SDK for Model Context Protocol servers and clients. Maintained …
 — ○ ⏳ — N/A N/A — — —
24753
danielcregg
Manage RosettaHUB user AWS accounts — budgets, AWS CLI, access control.
 — ○ — N/A N/A — 83 —
24754
git-fabric
A central tool aggregator that routes and orchestrates multiple fabric apps thr…
 — ○ — — — — 81 —
24755
iterationlayer
Composable APIs for document extraction, image transformation, and document & s…
 — ○ ⏳ — — — — — —
24756
theYahia
MCP server for UniSender API — email lists, campaigns, contacts. API key auth.
 — ○ ⏳ — N/A N/A — — —
24757
mcp Claim
Supermodel Model Context Protocol server. Generate code graphs in Cursor, Codex…
 — ○ ⏳ — N/A N/A — — —
24758
weilink Claim
Zero-dependency Python SDK for WeChat Bot (iLink protocol) — text, image, video…
 — ○ ⏳ — N/A N/A — — —
24759
AlexAI-MCP
OpenCrab Claim
OpenCrab provides an MCP interface for the MetaOntology OS, enabling structured…
 — ○ ⏳ — — — — — —
24760
ai-forge-mcp Claim
565 AI-callable tools across 16 MCP servers. Full-pipeline AAA game asset produ…
 — ○ ⏳ — N/A N/A — — —
24761
cognitivemyriad
Stale-proof repository memory with citations + just-in-time verification + TTL …
 — ○ ⏳ — N/A N/A — 83 —
24762
weather-mcp Claim 1
A simple MCP server for getting weather information.
 — ○ — N/A N/A — 81 —
24763
dejared Claim
Explore, analyze, and decompile Java JAR files via MCP
 — ○ ⏳ — N/A N/A — — —
24764
GavMason
ani-mcp Claim
A smart MCP server for AniList that gets your anime/manga taste - not just API …
 — ○ — N/A N/A — 83 —
24765
ivangrynenko
Provides AI agents with access to 284+ development best practices, security gui…
 — ○ ⏳ — N/A N/A — 95 —
24766
pumperly-mcp Claim
MCP server for Pumperly — query fuel prices, find stations, and plan routes
 — ○ ⏳ — N/A N/A — — —
24767
quack2025
Survey data analysis: crosstabs with significance, ANOVA, correlation, Excel ex…
 — ○ ⏳ — — — — — —
24768
MCP server for Telegram Archive — search messages, browse chats, and access his…
 — ○ ⏳ — N/A N/A — — —
24769
simondale00
mastra-test Claim
— ○ ⏳ — N/A N/A — 95 —
24770
MeirKaD
Find current information across major search engines and extract web pages into…
 — ○ ⏳ — N/A N/A — 95 —
24771
mcp-capstone Claim
MCP server exposing Capstone 5.0.7 disassembly framework
 — ○ ⏳ — N/A N/A — — —
24772
MCP server for DeLonghi ECAM espresso coffee machines via local network
 — ○ ⏳ — N/A N/A — — —
24773
Lee-Becky
— ○ — N/A N/A — 95 —
24774
rafsilva85
skillflow Claim
Search, discover, and install 500+ AI agent skills from the SkillFlow marketpla…
 — ○ ⏳ — N/A N/A — — —
24775
MCP-Mirror
Provides comprehensive access to Binance Futures API endpoints for account mana…
 — ○ ⏳ — — — — 81 —
24776
pipeworx-io
StackExchange MCP — wraps the StackExchange API v2.3 (free, no auth required fo…
 — ○ ⏳ — — — — — —
24777
klei30
gmailmcp Claim
— ○ — N/A N/A — 95 —
24778
raphasouthall
neurostack Claim
Token-efficient MCP memory for Markdown vaults. Tiered retrieval, hybrid search…
 — ○ ⏳ — — — — — —
24779
pipeworx-io
poetry Claim
Poetry MCP — PoetryDB API (free, no auth)
 — ○ ⏳ — — — — — —
24780
samihalawa
— ○ ⏳ — N/A N/A — — —
24781
asume21
Scales, chords, progressions, key detection, and genre intelligence for your AI…
 — ○ — N/A N/A — 95 —
24782
Squire Claim
CLI-first remote runtimes for validation and offload tasks, exposed over MCP st…
 — ○ ⏳ — N/A N/A — — —
24783
lovecat0501
— ○ — N/A N/A — 95 —
24784
danielrz
investbuddy Claim
LSTM stock predictions with +15.92% alpha over S&P 500. 10-day forecasts & port…
 — ○ — N/A N/A — 83 —
24785
ciphernaut
An adaptive MCP server that grows and evolves based on user needs through self-…
 — ○ — N/A N/A — 95 —
24786
Crystallize headless commerce tools for AI agents via Model Context Protocol
 — ○ ⏳ — N/A N/A — — —
24787
AI visibility scans for business websites with scores, issues, and a full-scan …
 — ○ ⏳ — — — — — —
24788
superyw123
copilot Claim
— ○ ⏳ — N/A N/A — 95 —
24789
cmungall
noctua Claim
— ○ — N/A N/A — 95 —
24790
Licium-ai
Licium Claim
Delegate to specialist agents, search MCP tools, and access real-time data APIs…
 — ○ ⏳ — — — — — —
24791
10iii
air Claim
AI-optimized tool output compression for read, grep, diff, bash, test, web, sea…
 — ○ ⏳ — N/A N/A — — —
24792
isabelayepes
Weather Claim
Get up-to-date forecasts and US severe weather alerts. Check conditions for any…
 — ○ ⏳ — N/A N/A — 81 —
24793
Quegenx
Provide an MCP server interface for the WaPulse WhatsApp Web API, enabling inte…
 — ○ ⏳ — N/A N/A — 81 —
24794
insomniactools
Enables Claude to manage GitHub Gists as an intelligent code library, allowing …
 — ○ ⏳ — — — — 81 —
24795
88-888
n8n-MCP Claim
Provides AI assistants with comprehensive access to n8n's 525+ workflow automat…
 — ○ — — — — 81 —
24796
Real-time crypto price oracle (BTC/ETH/SOL/BNB). First 50 calls free, then 0.00…
 — ○ ⏳ — — — — — —
24797
fantastic
breeze-mcp Claim
Residential proxy mcp for AI agents — fetch, search, and access geo-restricted …
 — ○ ⏳ — — — — — —
24798
vigil
cyberscanner Claim
— ○ — N/A N/A — 95 —
24799
Search Black-owned businesses in South Florida by category, neighborhood, or ne…
 — ○ ⏳ — — — — — —
24800
AI support agent — ticket classification, response drafting, escalation routing.
 — ○ ⏳ — N/A N/A — — —
Showing 24751–24800 of 30006 servers
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