MCP Server Quality Scores

Independent quality analysis of 48935 public MCP servers

48935
Discovered
29698
Scored
2112
Verified
16952
Complete

Last updated 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
18801
feedoracle
Real-time macroeconomic signals for AI agents. 86 FRED series, regime classific…
F 32 55 48 0 0 27 81
18802
teckel-mcp-servers
Precision aviation flight planning (VFR, METAR/TAF weather, WGS84 routing) and …
F 31 55 48 0 0 21 81
18803
Kubit-AI
Kubit Claim
Bring Kubit into your AI workflow — query your warehouse with natural language
F 31 55 42 10 0 15 81
18804
Br0ski777
HL perp funding rates for 229 markets. Sort, history, arb opportunities. x402.
F 31 55 42 0 0 29 81
18805
pixelixe
Pixelixe Claim
Brand-safe MCP for AI agents to create editable, on-brand graphics and automate…
F 31 55 48 0 0 20 81
18806
3ddelano
A MCP server integration for Godot Engine that allows Claude, Cursor, Windsurf,…
F 31 53 35 0 0 24 95 GD
18807
microsoft
Official Microsoft MCP Server to query Microsoft Entra data using natural langu…
F 31 55 36 0 0 38 81
18808
ToolOracle
HotelOracle Claim
Hotel Intelligence MCP — 8 tools for hotel search, price comparison across book…
F 31 55 44 0 0 27 81
18809
Gauraviitkgp
News MCP: real-time headlines & custom news search across 7 regions. Free, just…
F 31 55 48 0 0 21 81
18810
Br0ski777
Trust scoring for domains, wallets, APIs. SSL+DNS+WHOIS+headers. Score 0-100.
F 31 55 42 0 0 29 81
18811
Br0ski777
Hyperliquid spot tokens, prices, volume, wallet balances. 454 tokens. x402 micr…
F 31 55 42 0 0 29 81
18812
Br0ski777
Prediction market odds from Polymarket. Active markets, probabilities, volume. …
F 31 55 42 0 0 29 81
18813
WoopSocial
Post to social media (Facebook, Instagram, LinkedIn, Pinterest, YouTube, TikTok…
F 31 55 44 0 0 23 81
18814
junct-bot
wormhole-mcp Claim
Wormhole - 69 tools for cross-chain transfers and bridge data
F 31 55 44 0 0 23 81
18815
Nervous-Machine
context-pod Claim
Persistent context for AI agents built fromlearned vectors with certainty score…
F 31 55 48 0 0 21 81
18816
ToolOracle
JobOracle Claim
Job Market Intelligence MCP — 8 tools for job search, salary data, remote jobs,…
F 31 55 44 0 0 27 81
18817
ToolOracle
NewsOracle Claim
News & Trends Intelligence MCP — 9 tools for headlines, trending topics, source…
F 31 55 44 0 0 27 81
18818
Br0ski777
Scrape Twitter/X profiles, tweets, search. No API key. Structured JSON. x402 pa…
F 31 55 42 0 0 29 81
18819
nowledge-co
nowledge-mem Claim
Memory and context manager just works.
F 31 55 48 0 0 19 81
18820
Br0ski777
Hyperliquid account analysis: positions, PnL, fills, orders, funding. x402 pay-…
F 31 55 42 0 0 29 81
18821
handaas
A server that provides enterprise data services including company information, …
F 31 55 48 0 0 19 81
18822
searchapi
mcp Claim
Give AI assistants access to real-time search data through SearchApi.
F 31 55 36 0 0 41 81
18823
Br0ski777
Resolve prediction market events. Price checks, claim verification, outcome con…
F 31 55 42 0 0 29 81
18824
fstandhartinger
Windows automation MCP offering * AI Vision (e.g. Click by Description) * Wind…
F 30 55 48 35 0 39 71
18825
hakeemrabiuDFW
Integrates Tanda Workforce API with AI assistants to manage employee schedules,…
F 30 55 84 43 0 50 80
18826
czasg
A lightweight Python web framework that enables building MCP servers with SSE, …
F 30 55 54 37 0 62 76
18827
james2doyle
Godot Docs MCP Claim 1
Enables searching and retrieving Godot Engine documentation across multiple ver…
F 30 55 94 86 79 54 80
18828
parallel-web
An MCP server for deep research or task groups
F 30 55 33 10 0 22 81
18829
databr
DataBR Claim 1
Access comprehensive Brazilian public data across economic, judicial, environme…
F 30 55 38 10 0 18 81
18830
isnow890
naver-search-mcp Claim 1 2
MCP server for Naver Search API integration, supporting blog, news, shopping se…
F 30 44 73 73 57 78
18831
raye-deng
open-code-review Claim 1
AI code quality gate detecting hallucinated packages, phantom dependencies, sta…
F 30 44 64 10 58 76
18832
bun913
mcp-testrail Claim 1
Testrail MCP Server
F 30 44 72 72 N/A 79 77
18833
Br0ski777
Analyze text sentiment, emotions, confidence scores, and key phrases. x402 USDC.
F 30 55 40 0 0 24 81
18834
martinellich
jooq-mcp Claim 1
An MCP server that provides access to the jOOQ documentation
F 30 55 27 0 0 48 81
18835
i18n-agent
i18n-agent Claim 1 2
AI-powered translation for 48 languages with context-aware quality
F 30 44 92 10 57 70
18836
Sohojoe
pocket-joe-mcp-toys Claim 1
Enables transcription of YouTube videos to extract video titles, full transcrip…
F 30 44 48 28 30 80
18837
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
18838
jfrog
MCP Server for JFrog, providing tools for development and artifact management.
F 30 55 33 0 0 35 81
18839
ag2-mcp-servers
Provides Multi-Agent Conversation Protocol access to Google Cloud TPU services,…
F 30 44 60 45 21 78
18840
pretorin-ai
Pretorin Compliance Claim 1 2
Access Pretorin compliance systems, controls, evidence, and narratives from you…
F 30 44 100 71 N/A 78 70
18841
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
18842
microsoft
Find relevant security data from Sentinel data lake for building effective agen…
F 30 55 32 0 0 41 81
18843
docfork
docfork Claim 1
Up-to-date Docs for AI Agents.
F 30 55 50 50 0 85 80
18844
Pleasurecruise
linux-do-mcp Claim 1 2
A MCP Server For LINUX DO community
F 30 55 71 67 0 35 80
18845
helpful-AIs
triplyfy-mcp Claim 1
An MCP server that lets LLMs plan and manage itineraries with interactive maps …
F 30 44 17 10 13 81
18846
j3k0
Provides a scalable knowledge graph implementation for Model Context Protocol u…
F 30 55 94 57 0 25 77
18847
ruilisi
lingti-bot Claim 1
🐕⚡「极简至上 效率为王 秒级接入 一链即用」的 AI Bot
F 30 55 80 28 0 58 76
18848
fmd-labs
Analyzing any TikTok account via AI. Set up guide here: https://viral.app/tools…
F 30 55 48 0 0 12 81
18849
ContexaAI
notion-mcp-server-sse Claim 1
F 30 53 84 42 0 52 88
18850
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
Showing 18801–18850 of 48935 servers
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