MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31851
Scored
2112
Verified
16953
Complete

Last updated 1 hour ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
27601
mail2vimal11-arch
Parse Receipts
B 71 34 84 36 81
27602
atomno-labs
mcp-fns-check Claim
Russian counterparty due diligence — INN/OGRN lookup against EGRUL/EGRIP, bankr…
B 71 34 66 66 81
27603
initia-labs
Initia MCP Claim
Enables interaction with the Initia blockchain ecosystem across L1 and L2 rollu…
B 71 34 84 35 81
27604
heecheon92
A clone-and-own MCP server that exposes OpenAPI/Huma contract intelligence to A…
B 71 34 84 35 81
27605
BennettSchwartz
Discord MCP Server Claim 1
An MCP server for interacting with Discord.
B 71 34 59 77 81
27606
Aigen-Protocol
Token safety oracle for AI agents. Honeypot detection, 17 scam pattern checks, …
B 71 34 66 65 81
27607
SurfRankAI
SurfRank MCP Server Claim 1
Enables AI assistants to access SurfRank's AI visibility analytics platform thr…
B 71 34 78 45 81
27608
lenderwiki
lenderwiki Claim
Query 13,000+ US consumer lenders with eligibility criteria, rates, CFPB compla…
B 71 34 76 50 81
27609
bhayanak
Simple SSH MCP Server Claim 1
An MCP server that gives AI assistants full SSH/SFTP remote operations — sessio…
B 71 34 61 73 81
27610
yagomp
seoagent Claim
Agent-first SEO toolkit with 24 MCP tools for keyword research, rank tracking, …
B 71 34 64 71 81
27611
AgentStandard
AgentStandard Claim 1
Certified AI agent package marketplace. Browse and install verified packages fo…
B 71 34 90 28 81
27612
tife89
Provides access to KfW funding programs for residential building energy efficie…
B 71 34 78 48 81
27613
civilquants Claim 1
Parametric estimating engine: CESMM4/NRM2/SMM7/MMHW Bills of Quantities for civ…
B 71 35 66 81 67
27614
maximeallanic
tdarr-mcp Claim 1
MCP server for interacting with Tdarr, a distributed transcoding system. Provid…
B 71 34 75 50 81
27615
Lukaris
framedeck-mcp Claim 1
[Framedeck](https://framedeck.app) is a Kanban content production manager for Y…
B 71 34 76 48 81
27616
cnohall
polaris-audit Claim 1
Audit any website for privacy, security, accessibility, and performance issues …
B 71 34 90 27 81
27617
web-resurrect
Enables AI assistants to resurrect expired domains by fetching archived URLs, s…
B 71 34 84 35 81
27618
Luckkyyy23
56 pay-per-call MCP endpoints for AI agents. Market signals, macro economics, c…
B 71 34 84 35 81
27619
trevoraspencer
geminicli-mcp Claim 1
A stateless MCP server that wraps the headless Gemini CLI, providing tools to s…
B 71 34 78 48 81
27620
thelongevityvault
decoder-3am-mcp Claim
Sleep disruption cause classifier using The Longevity Vault's 5-cause framework…
B 71 34 66 65 81
27621
BC/DR & compliance tools: DORA, NIS2, NIST CSF, GDPR, SOC 2, CMMC, CAF, ISO 270…
B 71 35 66 79 67
27622
MarketcheckHub
Provides 25 interactive automotive intelligence tools for real-time market data…
B 71 34 86 31 81
27623
anima-labs-ai
Anima MCP Server Claim
Provides 77 tools for AI agent communication, enabling agents to manage emails,…
B 71 34 78 48 81
27624
sarduine13-star
botguard-pro Claim
Detects bot traffic and wasted spend. Input: site_id. Returns trigger and USD l…
B 71 35 66 67 81
27625
initMAX
zabbix-mcp-server Claim
MCP server for the complete Zabbix API - 237 tools, multi-server, OAuth 2.1 + b…
B 71 34 60 N/A N/A 76 81
27626
hamzashahbaz
Shopify MCP Server Claim
Provides AI assistants with real-time access to Shopify store analytics, sales …
B 71 34 76 50 81
27627
Valid and reliable data engineering and statistical analysis without hallucinat…
B 71 35 60 85 67
27628
Real-time booking, 7-currency pricing, and FAQ for Reykjavik's Viking portrait …
B 71 35 66 79 67
27629
getinvariant
invariant Claim
A unified API provisioning layer that provides AI agents with access to multipl…
B 71 34 84 35 81
27630
BARRYPMARSHALL
The Agent-Native Marketplace — where AI agents discover, negotiate, and purchas…
B 71 34 90 27 81
27631
bluemadisonblue
faceit-mcp Claim
Live CS2 FACEIT data for Claude — query player stats, match history, head-to-he…
B 71 34 72 57 81
27632
dygogogo
agent-guard-mcp
B 71 34 72 58 81
27633
securecheckio
Enables searching over 5,400 Solana hackathon projects and 84,000 crypto archiv…
B 71 34 78 45 81
27634
stoichodimov
Enables notes management through MCP integration with a Supabase PostgreSQL dat…
B 71 34 70 58 81
27635
tnnevol
Integrates with the quark-auto-save service to automate file saving from Quark …
B 71 34 72 56 81
27636
Vaquill-AI
CanLII Claim 1
MCP for CanLII: Canadian case law and legislation metadata (federal, provincial…
B 71 34 69 61 81
27637
proteeninjector-max
Pay-per-thought AI second opinions for autonomous agents. Agents pay 0.01–0.20 …
B 71 34 80 43 81
27638
rocketride-org
MCP server that exposes RocketRide AI pipelines as tools for Claude, Cursor, an…
B 71 34 54 N/A N/A 85 81
27639
elisymlabs
elisym Claim
AI agent discovery, marketplace, messaging, and payments on Nostr — no platform…
B 71 34 64 N/A N/A 69 81
27640
srotzin
Here's the description to paste into Glama when you submit: Hive Civilization …
B 71 34 80 42 81
27641
bhayanak
Server that brings World Bank Open Data to AI assistants. 10 tools · Zero authe…
B 71 34 76 51 81
27642
sfeeney1897
wasp-mcp Claim 1
A Model Context Protocol server that lets Claude query arbitrary webpages with …
B 71 34 75 53 81
27643
xiandan-erizo
maimemo-mcp Claim
A read-only MCP server that provides access to Maimemo study data, including vo…
B 71 34 74 53 81
27644
Time-90
SAP RFC MCP Server Claim 1
An enterprise-grade MCP server that enables AI agents to execute SAP RFC functi…
B 71 34 78 45 81
27645
strelec00
testmo-mcp Claim
Connect Claude, Cursor, and other AI assistants to your Testmo test management …
B 71 34 76 49 81
27646
Jr-kenny
A read-only MCP server that provides searchable access to the Shelby documentat…
B 71 34 76 50 81
27647
LamboPoewert
madeonsol Claim
Solana memecoin intelligence: KOL trades, deployer reputation, token & wallet s…
B 70 34 72 N/A N/A 53 81
27648
knportal
formfill-mcp Claim
FormFill MCP — AI-powered web form automation. Fill out any online form by desc…
B 70 34 72 54 81
27649
scamverifyai
AI-powered scam and threat verification MCP server. Check phone numbers, URLs, …
B 70 34 72 53 81
27650
jhupo
image-studio-mcp Claim
A local MCP server for generating and editing images using OpenAI-compatible AP…
B 70 34 72 53 81
Showing 27601–27650 of 66534 servers
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