MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33883
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
18801
RipperMercs
terminalfeed Claim
Real-time data feeds for AI agents with USDC micropayments on Base for premium …
F 32 5⁄5 ◎ ⏳ 42 0 0 36 81 —
18802
databox
Databox MCP Claim
Databox MCP enables you to query live business metrics from 100+ data sources t…
F 32 5⁄5 ◎ ⏳ 44 10 0 21 81 —
18803
Br0ski777
Hyperliquid spot tokens, prices, volume, wallet balances. 454 tokens. x402 micr…
F 31 5⁄5 ◎ ⏳ 42 0 0 29 81 —
18804
3ddelano
A MCP server integration for Godot Engine that allows Claude, Cursor, Windsurf,…
F 31 5⁄3 ◎ ⏳ 35 0 0 24 95 — GD
18805
Br0ski777
Resolve prediction market events. Price checks, claim verification, outcome con…
F 31 5⁄5 ◎ ⏳ 42 0 0 29 81 —
18806
junct-bot
wormhole-mcp Claim
Wormhole - 69 tools for cross-chain transfers and bridge data
F 31 5⁄5 ◎ ⏳ 44 0 0 23 81 —
18807
ToolOracle
HotelOracle Claim
Hotel Intelligence MCP — 8 tools for hotel search, price comparison across book…
F 31 5⁄5 ◎ ⏳ 44 0 0 27 81 —
18808
Br0ski777
Scrape Twitter/X profiles, tweets, search. No API key. Structured JSON. x402 pa…
F 31 5⁄5 ◎ ⏳ 42 0 0 29 81 —
18809
handaas
A server that provides enterprise data services including company information, …
F 31 5⁄5 ◎ ⏳ 48 0 0 19 81 —
18810
Br0ski777
HL perp funding rates for 229 markets. Sort, history, arb opportunities. x402.
F 31 5⁄5 ◎ ⏳ 42 0 0 29 81 —
18811
Kubit-AI
Kubit Claim
Bring Kubit into your AI workflow — query your warehouse with natural language
F 31 5⁄5 ◎ ⏳ 42 10 0 15 81 —
18812
teckel-mcp-servers
Precision aviation flight planning (VFR, METAR/TAF weather, WGS84 routing) and …
F 31 5⁄5 ◎ ⏳ 48 0 0 21 81 —
18813
nowledge-co
nowledge-mem Claim
Memory and context manager just works.
F 31 5⁄5 ◎ ⏳ 48 0 0 19 81 —
18814
Br0ski777
Prediction market odds from Polymarket. Active markets, probabilities, volume. …
F 31 5⁄5 ◎ ⏳ 42 0 0 29 81 —
18815
Nervous-Machine
context-pod Claim
Persistent context for AI agents built fromlearned vectors with certainty score…
F 31 5⁄5 ◎ ⏳ 48 0 0 21 81 —
18816
Br0ski777
Trust scoring for domains, wallets, APIs. SSL+DNS+WHOIS+headers. Score 0-100.
F 31 5⁄5 ◎ ⏳ 42 0 0 29 81 —
18817
searchapi
mcp Claim
Give AI assistants access to real-time search data through SearchApi.
F 31 5⁄5 ◎ ⏳ 36 0 0 41 81 —
18818
pixelixe
Pixelixe Claim
Brand-safe MCP for AI agents to create editable, on-brand graphics and automate…
F 31 5⁄5 ◎ ⏳ 48 0 0 20 81 —
18819
Gauraviitkgp
News MCP: real-time headlines & custom news search across 7 regions. Free, just…
F 31 5⁄5 ◎ ⏳ 48 0 0 21 81 —
18820
ToolOracle
JobOracle Claim
Job Market Intelligence MCP — 8 tools for job search, salary data, remote jobs,…
F 31 5⁄5 ◎ ⏳ 44 0 0 27 81 —
18821
microsoft
Official Microsoft MCP Server to query Microsoft Entra data using natural langu…
F 31 5⁄5 ◎ ⏳ 36 0 0 38 81 —
18822
WoopSocial
Post to social media (Facebook, Instagram, LinkedIn, Pinterest, YouTube, TikTok…
F 31 5⁄5 ◎ ⏳ 44 0 0 23 81 —
18823
ToolOracle
NewsOracle Claim
News & Trends Intelligence MCP — 9 tools for headlines, trending topics, source…
F 31 5⁄5 ◎ ⏳ 44 0 0 27 81 —
18824
Br0ski777
Hyperliquid account analysis: positions, PnL, fills, orders, funding. x402 pay-…
F 31 5⁄5 ◎ ⏳ 42 0 0 29 81 —
18825
arcaputo3
MCP Server Whisper ⚡ Claim 1
Enables advanced audio transcription, text-to-speech generation, and audio proc…
F 30 5⁄5 ◎ ⏳ 60 62 0 74 80 —
18826
Azure-Samples
snippy Claim 1
🧩 Build AI-powered MCP Tools with Azure Functions, Durable Agents & Cosmos vect…
F 30 5⁄5 ◎ ⏳ 64 45 0 64 80 —
18827
czasg
A lightweight Python web framework that enables building MCP servers with SSE, …
F 30 5⁄5 ◎ ⏳ 54 37 0 62 76 —
18828
parallel-web
An MCP server for deep research or task groups
F 30 5⁄5 ◎ ⏳ 33 10 0 22 81 —
18829
Pleasurecruise
linux-do-mcp ⚡ Claim 1 2
A MCP Server For LINUX DO community
F 30 5⁄5 ◎ ⏳ 71 67 0 35 80 —
18830
oraios
serena ⚡ Claim 1
A fully-featured coding agent that relies on symbolic code operations by using …
F 30 4⁄4 ◎ ⏳ 60 67 N/A 87 76 —
18831
MFYDev
ghost-mcp ⚡ Claim 1
A Model Context Protocol (MCP) server for interacting with Ghost CMS through LL…
F 30 5⁄5 ◎ ⏳ 72 61 0 69 76 —
18832
SezerPro
E-commerce autonomy for dropshippers — listings, SEO, catalog audit, niche & ad…
F 30 5⁄5 ◎ ⏳ 40 0 0 26 81 —
18833
jaymiller-cmg
Shared deal room where Loan Officers and Realtors track leads from conversation…
F 30 5⁄5 ◎ ⏳ 36 0 0 30 81 —
18834
SepineTam
stata-mcp ⚡ Claim 1
Let LLM help you achieve your regression analysis with Stata
F 30 5⁄5 ◎ ⏳ 72 35 0 90 76 —
18835
fmd-labs
Analyzing any TikTok account via AI. Set up guide here: https://viral.app/tools…
F 30 5⁄5 ◎ ⏳ 48 0 0 12 81 —
18836
gomarble-ai
MCP server acting as an interface to the Facebook Ads, enabling programmatic ac…
F 30 4⁄4 ◎ ⏳ 66 40 — 44 78 —
18837
hakeemrabiuDFW
Integrates Tanda Workforce API with AI assistants to manage employee schedules,…
F 30 5⁄5 ◎ ⏳ 84 43 0 50 80 —
18838
ag2-mcp-servers
Provides Multi-Agent Conversation Protocol access to Google Cloud TPU services,…
F 30 4⁄4 ◎ ⏳ 60 45 — 21 78 —
18839
james2doyle
Godot Docs MCP ⚡ Claim 1
Enables searching and retrieving Godot Engine documentation across multiple ver…
F 30 5⁄5 ◎ ⏳ 94 86 79 54 80 —
18840
jfrog
MCP Server for JFrog, providing tools for development and artifact management.
F 30 5⁄5 ◎ ⏳ 33 0 0 35 81 —
18841
mediar-ai
terminator-mcp-agent ⚡ Claim 1
Desktop GUI automation using accessibility APIs. Control Windows, macOS, and Li…
F 30 5⁄5 ◎ ⏳ 50 66 0 96 80 —
18842
chargebee
mcp Claim 1
MCP Server that connects AI agents to [Chargebee platform](https://www.chargebe…
F 30 4⁄4 ◎ ⏳ 50 72 — 63 80 —
18843
microsoft
Find relevant security data from Sentinel data lake for building effective agen…
F 30 5⁄5 ◎ ⏳ 32 0 0 41 81 —
18844
pretorin-ai
Pretorin Compliance ⚡ Claim 1 2
Access Pretorin compliance systems, controls, evidence, and narratives from you…
F 30 4⁄4 ◎ ⏳ 100 71 N/A 78 70 —
18845
j3k0
Provides a scalable knowledge graph implementation for Model Context Protocol u…
F 30 5⁄5 ◎ ⏳ 94 57 0 25 77 —
18846
saiyamvora13
CreatorDB MCP Server ⚡ Claim 1 2
Provides comprehensive influencer marketing data from Instagram, YouTube, and T…
F 30 5⁄5 ◎ ⏳ 84 63 0 30 80 —
18847
pawanpanpan
servers ⚡ Claim 1
F 30 4⁄4 ◎ ⏳ 86 57 N/A 58 76 —
18848
docfork
docfork ⚡ Claim 1
Up-to-date Docs for AI Agents.
F 30 5⁄5 ◎ ⏳ 50 50 0 85 80 —
18849
jenkinsm13
Metashape MCP Server ⚡ Claim 1
A comprehensive MCP server that brings AI-powered automation to Agisoft Metasha…
F 30 4⁄4 ◎ ⏳ 90 87 — 68 90 —
18850
scalekit-inc
Scalekit MCP Server ⚡ Claim 1
Enables AI assistants to interact with Scalekit's identity and access managemen…
F 30 4⁄4 ◎ ⏳ 88 10 — 72 78 —
Showing 18801–18850 of 69199 servers
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