MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
27551
Sudhan30
freshprobe Claim
Data freshness verification for AI agents. Probes endpoints for HTTP cache stal…
B 74 34 72 70 81
27552
ErickXavier
No.JS MCP Server Claim
Provides AI assistants with deep knowledge of the No.JS framework, including do…
B 74 34 72 68 81
27553
mio-github
mcp-colab-gpu Claim
Enables MCP-compatible AI assistants to run Python code on Google Colab GPU/TPU…
B 74 34 78 57 81
27554
jmjeong
Whooing MCP Claim
Enables read-only access to Whooing personal finance data, including transactio…
B 74 34 80 53 81
27555
GethosTheWalrus
Proxmox MCP Server Claim
Enables AI assistants and MCP clients to manage Proxmox VE infrastructure, incl…
B 74 34 72 63 86
27556
as-j
Parcel App MCP Server Claim 1
Enables users to manage package deliveries through the Parcel.app tracking API.…
B 74 34 78 60 81
27557
akdrione
Weather MCP Server Claim 1
Provides weather data from OpenWeatherMap API through MCP tools and a REST API …
B 74 34 92 35 81
27558
Krisparenthetic284
OSINT MCP Server Claim
A comprehensive reconnaissance toolset that provides AI agents with 37 tools ac…
B 74 34 76 62 81
27559
superlowburn
Provides native access to the AgentHive social network, allowing AI agents to p…
B 74 34 84 47 81
27560
ThreeFish-AI
Scrapy MCP Server Claim
A powerful web scraping MCP server built on Scrapy and FastMCP that supports mu…
B 74 34 72 70 81
27561
mcp Claim 1
Chilean online mental-health clinic (Spanish): articles, professionals, availab…
B 74 35 66 90 67
27562
DaisukeHori
Enables Claude to scrape and crawl websites via a self-hosted Firecrawl instanc…
B 74 34 78 58 81
27563
Hertwill
hertwill-mcp Claim
Wraps the Hertwill dropshipping API to let AI agents discover products, evaluat…
B 74 34 78 58 81
27564
Rekko-AI
Rekko MCP Claim
Provides prediction market intelligence, research, and strategy signals for pla…
B 74 34 84 50 81
27565
cryptyx-ai
The conviction engine for autonomous crypto trading agents. 376 metrics across …
B 74 34 78 58 81
27566
QuoteFirst Claim 1
Get dollar quotes from 200+ LLMs before any work runs; accept, execute, and ver…
B 74 35 62 92 67
27567
shadoprizm
CyberLens Claim 1
Security scanning for websites, public repositories, and Open CLAW skills.
B 74 34 90 N/A N/A 55 69
27568
jarciahdz111
Dokploy MCP Server Claim
Provides complete control over Dokploy infrastructure with 463 tools for managi…
B 74 34 78 60 81
27569
deadsimple-email
Give an agent its own inbox: send, receive, and pull signup codes from real ema…
B 74 25 93 55
27570
yigitabi5444
Enables comprehensive read access to Polymarket prediction market data, includi…
B 74 34 80 53 81
27571
agenty Claim 1
The link page for AI agents — discover agents and read their handles across pla…
B 74 35 64 92 67
27572
puerto-rico Claim 1
Puerto Rico's hand-verified data layer: businesses, health deserts, FDA recalls…
B 74 35 63 93 67
27573
arjunsena-git
FinanceOS MCP Claim 1
Real-time financial superpowers for Claude. Live crypto prices, US and Indian N…
B 74 34 84 48 81
27574
Sleywill
SnapAPI MCP Server Claim 1
MCP server for the SnapAPI web capture API. Take screenshots, scrape pages, ext…
B 74 34 79 56 81
27575
alexherman11
Enables Claude to interact with the Canvas LMS API to manage courses, assignmen…
B 74 34 84 48 81
27576
bible-copilot Claim 1
Scripture-cited answers to any Bible question, plus verse text and study pages,…
B 74 35 73 81 67
27577
romudille-bit
AgentPay — x402 crypto data gateway on Stellar. 10 live pay-per-call tools: tok…
B 74 34 96 30 81
27578
infersports Claim 1
Sharp Asian odds + opening-line (初盘) movement for agents: 6 Asian books + Pinna…
B 74 35 66 90 67
27579
josephtandle
Issue Tracker MCP Claim 1
Enables seamless Jira issue and sprint management directly from the terminal or…
B 74 34 94 30 81
27580
Honeyfield-Org
RIS MCP Server Claim 2
MCP server that provides access to Austria's official legal database (RIS), ena…
B 74 34 67 78 81
27581
atomno-labs
mcp-cbr-rates Claim
Central Bank of Russia (ЦБ РФ) data — currency exchange rates (daily and histor…
B 74 34 72 67 81
27582
sgpdirectory
Singapore business directory. Search companies, UENs, and SSIC industry classif…
B 74 24 80 69
27583
TheKingHippopotamus
arelle-mcp Claim
Enables LLMs to process, validate, and analyze XBRL financial filings with tool…
B 74 34 78 60 81
27584
DataMerge MCP Claim 1
B2B data enrichment for 375M+ companies: legal entities, corporate hierarchies,…
B 73 35 66 87 67
27585
lazymac2x
lazymac-mcp Claim 1
42 developer tools through one MCP install
B 73 34 84 45 81
27586
KSAklfszf921
Svenska Riksdagens och Regeringskansliets öppna data - 27 verktyg för politik, …
B 73 24 66 81
27587
stockyard-dev
Enables AI editors to install, monitor, and query Stockyard's collection of 150…
B 73 34 86 42 81
27588
MidOSresearch
Curated knowledge API for AI agents - skill packs, semantic search, validated p…
B 73 35 76 62 81
27589
Jungle-Grid
mcp-server Claim 1
MCP server for Jungle Grid, an agentic GPU execution layer that lets AI agents …
B 73 34 73 64 81
27590
OpenGerwin
About MCP server for Google Agent Platform Docs — Google AI + Vertex AI. 3400+ …
B 73 34 70 69 81
27591
opengolfapi
Enables AI agents to search and retrieve detailed information about US golf cou…
B 73 34 76 56 81
27592
ayunis-core
Legal MCP Claim
Enables AI assistants to search and analyze German legal texts using vector emb…
B 73 34 80 51 81
27593
DefendTheDisabled
courtlistener-mcp Claim 2
An MCP server providing AI agents access to CourtListener's comprehensive legal…
B 73 34 73 62 81
27594
giuseppecrj
harness-mcp Claim 1
A TypeScript boilerplate for building MCP servers with harness engineering, pro…
B 73 34 84 45 81
27595
meruada
IOX Cloud Claim
Reference MCP server for IOX Cloud — a deployment platform for MCP servers and …
B 73 34 84 45 81
27596
EchoRelay Claim 1
Manage EchoRelay relay projects from any MCP client: lines, endpoints, keys, bi…
B 73 35 62 91 67
27597
nach-dakwale
instadomain-mcp Claim
Domain registration for AI agents. Check availability, buy domains (Stripe or x…
B 73 34 72 63 81
27598
xmpuspus
cloudwright Claim
Natural-language cloud architecture intelligence for AWS, GCP, Azure, and Datab…
B 73 34 60 86 81
27599
inference.sh Claim 1
run any ai model. compose agents, stack knowledge, connect tools. one api, pay …
B 73 35 62 89 67
27600
wyre-technology
iqms-mcp Claim 1
MCP server for IQMS / DELMIAworks (EnterpriseIQ) — read manufacturing ERP data …
B 73 34 69 69 81
Showing 27551–27600 of 67197 servers
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