MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
18351
Wolfe-Jam
faf Claim
FAF specification — IANA-registered AI context format (application/vnd.faf+yaml)
D 41 53 54 0 0 59 95
18352
BACH-AI-Tools
Enables subdomain enumeration and discovery by querying the Subdomain Scan1 API…
D 41 55 50 27 0 45 80
18353
tolgee
Tolgee Claim
Your app's translations in Tolgee: search keys, create translations, trigger ma…
D 41 55 56 0 0 73 81
18354
glenngillen
mcpmcp-server Claim
A list of MCP servers so you can ask your client which servers you can use to i…
D 41 44 46 0 33 81
18355
srtux
Allows developers and AI Agents to query Google Cloud Logging using natural lan…
D 41 55 42 58 0 18 81
18356
quotewise
Quotewise Claim
Semantic quote search with 600K quotes. Find quotes by meaning, verify attribut…
D 41 55 48 12 0 67 83
18357
zekebuilds-lab
mcp-identity Claim
DoI oracle for Nostr pubkeys: scores social, vouch, access, and economic-stake …
D 41 44 54 0 21 81
18358
chamade-io
Chamade Claim
Voice and chat for AI agents — Discord, Teams, Meet, Slack, Zoom, Telegram, Wha…
D 41 55 60 0 0 66 81
18359
Odiabackend099
Nigeria's AI infrastructure server that provides business automation agents inc…
D 41 55 38 57 0 26 81
18360
rsanandres
Atlas MCP Claim 1
AI-powered MCP server for searching and conversing over FHIR R4 clinical docume…
D 41 55 72 0 0 48 81
18361
DadCZ
AiTop Club Claim
The first open catalog and community for AI agents. Register, search, share ski…
D 41 44 54 0 22 81
18362
parsecular
parsec-mcp Claim
Trade and monitor prediction markets across Polymarket, Kalshi, Opinion, Limitl…
D 41 44 54 0 22 81
18363
asachs01
propublica-mcp Claim
A Model Context Protocol (MCP) server that provides access to ProPublica's Nonp…
D 41 55 48 13 0 68 81
18364
18896101294
Enables automatic upload of AI-generated rich text content to AppFlowy with Mar…
D 41 55 48 30 0 47 81
18365
AuraFriday
mcp-link Claim
Let AI agents like ChatGPT & Claude use real-world local/remote tools you appro…
D 41 55 50 40 0 35 78 HT
18366
soufzero1999
tursblog Claim
D 41 53 48 8 0 54 95
18367
tyukei
Enables searching and retrieving IT study groups and event information from con…
D 41 55 48 40 0 30 81
18368
BlockRunAI
x-grow Claim
X/Twitter algorithm optimizer with post drafting, review scoring, and AI image …
D 41 44 54 0 20 81
18369
appcircleio
Appcircle MCP Claim 1
MCP server for Appcircle mobile CI/CD platform.
D 41 55 65 0 0 58 81
18370
ajtruex
Obsidian Claim
Organize and search your Obsidian vault. Browse files, read and edit notes, and…
D 41 55 84 10 0 24 71
18371
srotzin
MCP server for agent ecosystem analytics. Provides real-time health snapshots i…
D 41 55 80 0 0 35 81
18372
tedlikeskix
A Model Context Protocol (MCP) server providing comprehensive access to the XRP…
D 41 55 60 36 0 18 81
18373
TheGreatGooo
Enables CRUD operations for calendar events, journal entries, and todos on any …
D 41 55 60 26 0 29 81
18374
mgthompo1
anchorr-mcp Claim
Agent-native CRM. 25 tools — contacts, deals, sequences, enrichment waterfall, …
D 41 55 70 10 0 37 81
18375
mohamedahmed01
Laravel Based Implementation for Model Context Protocol
D 41 53 54 0 0 55 95
18376
RustamIsmail
Evidence-ranked supplement data: search, compare, price history, goal recs. No …
D 41 55 84 0 0 23 81
18377
prompeteer
prompeteer-mcp Claim
Generate A+ prompts for ChatGPT, Claude, Midjourney, and 130+ AI platforms. Sco…
D 41 53 42 10 0 62 95
18378
qionf
Moltjiji Claim
An agent-to-agent marketplace where AI agents discover, hire, and pay each othe…
D 40 55 56 17 0 46 80
18379
The-greenpanter
Connects Claude Desktop to Canvas LMS to monitor academic activities like assig…
D 40 44 48 0 25 81
18380
AstravueOrg
Astravue MCP Claim
Manage projects, tasks, time tracking, and team collaboration through natural l…
D 40 55 58 10 0 52 81
18381
OjasKord
AI URL safety validator: SAFE/SUSPICIOUS/DANGEROUS verdict, trust score, threat…
D 40 55 84 0 0 55 53
18382
AetherCore-Dev
token-rugcheck Claim 1
MCP server for real-time Solana token risk analysis. Cross-references RugCheck.…
D 40 55 33 53 0 33 81
18383
avrecum
A minimal FastMCP server template for Render deployment with streamable HTTP tr…
D 40 55 60 32 0 19 81
18384
jaymiller-cmg
Hawaii mortgage & VA loan expertise for Honolulu. 2026 loan limits, condo rules…
D 40 55 72 0 0 37 81
18385
coderifts
API governance for AI agents. Detects breaking changes, scores blast radius, bl…
D 40 44 50 0 23 81
18386
dbugom
TenderAI Claim 1
An MCP server that automates government and enterprise tender workflows, includ…
D 40 55 49 40 0 25 82
18387
BACH-AI-Tools
Enables access to Instagram data including posts, reels, stories, user profiles…
D 40 55 50 20 0 48 81
18388
dmitos
Enables interaction with Firefly III personal finance management instances via …
D 40 44 48 0 27 78
18389
OctoEverywhere
mcp Claim
A 3D printer MCP server that allows for getting live printer state, webcam snap…
D 40 44 44 0 33 81
18390
banksynchq
BankSync Claim
Connect AI agents to bank accounts, transactions, balances, and investments.
D 40 55 64 0 0 67 69
18391
BACH-AI-Tools
Provides access to Ics Ap Apis API endpoints with authentication support, enabl…
D 40 55 50 22 0 48 81
18392
websfactory
BeauticsLab Claim
Search Korean cosmetics from Olive Young, Daiso, Naver, Coupang, 11st with EWG …
D 40 55 66 10 0 37 81
18393
brivvyHQ
Brivvy MCP Claim
Brivvy MCP (OAuth): on-brand AI content, voice rules, templates, glossary.
D 40 55 58 10 0 46 81
18394
do-droid
seoul-essentials Claim
22,000+ Seoul public facility data for tourists: restrooms, pharmacies, WiFi, A…
D 40 55 60 10 0 30 90
18395
aiqbee
aiqbee Claim
Connect AI assistants to your Aiqbee brains via the Model Context Protocol. Se…
D 40 55 64 10 0 42 81
18396
handaas
Provides comprehensive data insights into enterprise operations, including comp…
D 40 55 56 37 0 18 81
18397
CaullenOmdahl
Provide instant access to SvelteKit and Tailwind CSS documentation along with r…
D 40 55 60 10 0 38 84
18398
subbu3012
Enables interaction with Kogna's multi-agent AI avatar system, allowing users t…
D 40 55 48 31 0 39 82
18399
mjherich
Interactive visualizer for Anthropic's Memory MCP knowledge graphs. Instantly e…
D 40 53 58 7 0 35 95
18400
aliceappai
Secure audio transcription meets AI. Connect Alice recordings to Claude, ChatGP…
D 40 44 38 0 44 81
Showing 18351–18400 of 67226 servers
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