MCP Server Quality Scores

Independent quality analysis of 48935 public MCP servers

48935
Discovered
29698
Scored
2112
Verified
16952
Complete

Last updated 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
18851
Azure-Samples
snippy Claim 1
🧩 Build AI-powered MCP Tools with Azure Functions, Durable Agents & Cosmos vect…
F 30 55 64 45 0 64 80
18852
databr
DataBR Claim 1
Access comprehensive Brazilian public data across economic, judicial, environme…
F 30 55 38 10 0 18 81
18853
sparesparrow
MCP Prompts Server Claim 1
Enables creation, management, and templating of prompts through a simplified SO…
F 30 55 60 30 0 69 78
18854
jenkinsm13
Metashape MCP Server Claim 1
A comprehensive MCP server that brings AI-powered automation to Agisoft Metasha…
F 30 44 90 87 68 90
18855
fmd-labs
Analyzing any TikTok account via AI. Set up guide here: https://viral.app/tools…
F 30 55 48 0 0 12 81
18856
NyxiumYuuki
GeoGuessr MCP Server Claim 1
Enables analysis of GeoGuessr game statistics, performance tracking, and strate…
F 30 44 48 41 49 80
18857
FalkorDB
QueryWeaver Claim 1 2
An MCP server for Text2SQL: transforms natural language into SQL using graph sc…
F 30 55 49 42 0 85 87
18858
ruilisi
lsbot Claim 1
Lean & Secure Bot
F 30 44 80 53 N/A 58 76
18859
oraios
serena Claim 1
A fully-featured coding agent that relies on symbolic code operations by using …
F 30 44 60 67 N/A 87 76
18860
docfork
docfork Claim 1
Up-to-date Docs for AI Agents.
F 30 55 50 50 0 85 80
18861
jaymiller-cmg
Shared deal room where Loan Officers and Realtors track leads from conversation…
F 30 55 36 0 0 30 81
18862
scalekit-inc
Scalekit MCP Server Claim 1
Enables AI assistants to interact with Scalekit's identity and access managemen…
F 30 44 88 10 72 78
18863
hekmon8
MCP Hub Tools Claim 1
An MCP server that allows searching for and retrieving information about Model …
F 30 55 35 0 0 34 81
18864
SepineTam
stata-mcp Claim 1
Let LLM help you achieve your regression analysis with Stata
F 30 55 72 35 0 90 76
18865
Tech-AML
AML Wathcer Claim
AML Watcher MCP Server gives AI agents direct, real-time access to AML Watcher'…
F 30 55 48 0 0 12 81
18866
hakeemrabiuDFW
Integrates Tanda Workforce API with AI assistants to manage employee schedules,…
F 30 55 84 43 0 50 80
18867
raye-deng
open-code-review Claim 1
AI code quality gate detecting hallucinated packages, phantom dependencies, sta…
F 30 44 64 10 58 76
18868
parallel-web
An MCP server for deep research or task groups
F 30 55 33 10 0 22 81
18869
czasg
A lightweight Python web framework that enables building MCP servers with SSE, …
F 30 55 54 37 0 62 76
18870
i18n-agent
i18n-agent Claim 1 2
AI-powered translation for 48 languages with context-aware quality
F 30 44 92 10 57 70
18871
martinellich
jooq-mcp Claim 1
An MCP server that provides access to the jOOQ documentation
F 30 55 27 0 0 48 81
18872
Br0ski777
Analyze text sentiment, emotions, confidence scores, and key phrases. x402 USDC.
F 30 55 40 0 0 24 81
18873
jmpy-me
jmpy-mcp-server Claim
Official JMPY.me MCP Server: URL shortener, QR codes, and 70+ marketing analyti…
F 29 55 36 0 0 23 81
18874
Br0ski777
Solana swap quotes via Jupiter — best route, price impact, priority fees, USD p…
F 29 55 36 0 0 24 81
18875
Br0ski777
Real-time gas prices, gwei tiers, USD cost estimates for Base and Ethereum. x40…
F 29 55 36 0 0 24 81
18876
Br0ski777
Token safety check — honeypot, tax, proxy, blacklist, risk score. GoPlus-powere…
F 29 55 36 0 0 24 81
18877
Br0ski777
Solana DEX pool liquidity depth — TVL, slippage, volume, Raydium/Orca/Meteora. …
F 29 55 36 0 0 24 81
18878
Br0ski777
Hyperliquid perp order book, prices, funding, OI, candles. x402 paid.
F 29 55 36 0 0 24 81
18879
canuckeats
AI food ordering across Canada — 17,000+ restaurants, 89 cities, real UberEats …
F 29 55 36 0 0 25 81
18880
Br0ski777
Perp funding rates across Binance, Bybit, OKX — open interest, sentiment. x402.
F 29 55 36 0 0 24 81
18881
dartpointai
dartpoint-mcp Claim 1
MCP Server for public disclosure information of Korean companies, powered by th…
F 29 55 33 0 0 31 81
18882
Br0ski777
Real-time DeFi liquidation risk levels by protocol and asset. DeFiLlama-powered…
F 29 55 36 0 0 24 81
18883
mytelescope
MyTelescope Claim
MyTelescope demand intelligence: signals, forecasts, competitor share, and emer…
F 29 55 36 0 0 26 81
18884
Br0ski777
Crypto wallet balances, ERC-20 tokens, USD values across Base and Ethereum. x40…
F 29 55 36 0 0 24 81
18885
Br0ski777
Best DeFi yields by token — APY, TVL, risk, protocol. DeFiLlama-powered. x402.
F 29 55 36 0 0 24 81
18886
Br0ski777
Company firmographics from domain: name, socials, tech stack, emails, phone, ad…
F 29 55 36 0 0 24 81
18887
Thrivestack-public
ThriveStack PLG CRM analytics — query accounts, MAU/MTU, feature adoption, and …
F 29 55 36 0 0 23 81
18888
Br0ski777
WHOIS, DNS records, SSL certificate data for any domain in one call. x402.
F 29 55 36 0 0 24 81
18889
Br0ski777
Top Hyperliquid trader positions — long/short, size, PnL, leverage, sentiment. …
F 29 55 36 0 0 24 81
18890
guruhq
Guru MCP Server - Connect AI tools to your Guru knowledge base
F 29 55 38 0 0 21 81
18891
Br0ski777
IP geolocation with city, ISP, ASN, VPN/proxy/tor detection. x402.
F 29 55 36 0 0 24 81
18892
Br0ski777
New Solana token launches — pump.fun, Raydium, PumpSwap. Price, liquidity, volu…
F 29 55 36 0 0 24 81
18893
Br0ski777
Solana priority fees at 6 levels, cost in SOL/USD, congestion. x402.
F 29 55 36 0 0 24 81
18894
wix
mcp Claim 1
A Model Context Protocol server for Wix AI tools
F 29 55 29 10 0 21 81
18895
Br0ski777
Person lookup from email: name, title, company, social profiles. x402.
F 29 55 36 0 0 24 81
18896
Br0ski777
Best cross-chain bridge routes with fees, time, providers. LI.FI-powered. x402.
F 29 55 36 0 0 24 81
18897
Br0ski777
Best swap quotes across DEXes (Uniswap, SushiSwap, Aerodrome). Base & Ethereum.…
F 29 55 36 0 0 24 81
18898
Br0ski777
Validate phone numbers worldwide: carrier, line type, country, E.164. x402.
F 29 55 36 0 0 24 81
18899
Br0ski777
Cross-venue perp funding rate arb — Hyperliquid, Binance, Bybit, OKX spreads. x…
F 29 55 36 0 0 24 81
18900
junct-bot
euler-mcp Claim
Euler - 39 tools for lending rates, supply, and borrow data
F 28 55 34 0 0 23 81
Showing 18851–18900 of 48935 servers
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