MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56701
axel-belfort
Web capture API for AI agents. Take full-page screenshots (PNG/JPEG/WebP) and g…
— ○ ⏳ — — — — 81 —
56702
lubosstrejcek
victron-tcp Claim
Connect AI assistants to Victron Energy systems to read real-time solar, batter…
— ○ ⏳ — N/A N/A — — —
56703
teleomorph
Pinako AI Bridge is the MCP server that connects Pinako, a Chromium extension f…
— ○ ⏳ — N/A N/A — — —
56704
SonnyLabs
Demonstrates an MCP server with a vulnerable add tool protected by SonnyLabs pr…
— ○ ⏳ — N/A N/A — — —
56705
kelvincushman
Exposes a multi-model council (panel-judge-synthesizer) and a build/check loop …
— ○ ⏳ — N/A N/A — — —
56706
ali-moghadam
Bridge-MCP Claim
Unified MCP server that integrates Jira, GitLab, and Confluence for AI assistan…
— ○ ⏳ — — — — — —
56707 — ○ ⏳ — N/A N/A — 95 —
56708
Baneado98
US municipal development cost: aggregated impact + water/sewer tap fees per jur…
— ○ ⏳ — — — — — —
56709
datasynx
Observes tasks and generates anonymized SOPs — task tracking and SOP review via…
— ○ ⏳ — N/A N/A — — —
56710
AI-Agent-Hub
Enables searching for AI agents by keywords or categories, allowing users to di…
— ○ ⏳ — N/A N/A — 95 —
56711
qihaze123
MCP server for Confluence Cloud/Server/Data Center, enabling page search, CQL q…
— ○ ⏳ — — — — 81 —
56712
nks-hub
Enables AI agents to manage osTicket support tickets including listing, searchi…
— ○ ⏳ — — — — — —
56713
theriskus
Enables web search, content fetching, dynamic page scraping, and URL preview vi…
— ○ ⏳ — N/A N/A — — —
56714
ppl-ai
perplexity-ask ⚡ Claim
Connector for Perplexity API, to enable real-time, web-wide research.
— ○ ⏳ — — — — 86 —
56715
gsepcore
gsep-mcp Claim
AI agent security via MCP: C3 firewall, C4 immune system, C5 action guard, self…
— ○ ⏳ — N/A N/A — — —
56716
wppoland
Read-only MCP server for WooCommerce that enables answering questions about pro…
— ○ ⏳ — — — — — —
56717
csmoove530
CLAWD Wallet Claim
A unified MCP server providing x402 payments, TAP identity verification, referr…
— ○ ⏳ — N/A N/A — — —
56718
scope-bid
pharma Claim
Pharma vendor-services MCP. Preview. Available after legal, claims, and AEC are…
— ○ ⏳ — — — — — —
56719
SebastianBoehler
An MCP server for searching and citing research papers using RAG, enabling sema…
— ○ ⏳ — — — — — —
56720
quiint
An MCP server that bridges to the Context7 API, enabling querying documentation…
— ○ ⏳ — — — — — —
56721
antsincgame
Provides root access to all Appwrite projects, enabling management of projects,…
— ○ ⏳ — — — — — —
56722
nexgendata-apify
Access Reddit posts, YouTube video details, podcast episodes, and Hacker News s…
— ○ ⏳ — — — — 81 —
56723
cwt
shutil-mcp Claim
Provides asynchronous file system operations (ls, cp, mv, etc.) with structured…
— ○ ⏳ — N/A N/A — — —
56724
rjeans
Provides read-only access to Banktivity 8 personal finance databases, enabling …
— ○ ⏳ — N/A N/A — — —
56725
talipovvs
pdf-mcp Claim
MCP server for generating PDF reports on real estate properties. Supports locat…
— ○ ⏳ — N/A N/A — — —
56726
openfate-ai
bazi-mcp Claim
Deterministic Bazi / Four Pillars MCP server with True Solar Time, lunar/solar …
— ○ ⏳ — N/A N/A — — —
56727
yueyue95
Reading Nest Claim
A mobile-first AI co-reading MCP server that lets users import novels or comics…
— ○ ⏳ — — — — — —
56728
okdoittttt
ko-stock-mcp Claim
Provides Korean stock market data, including DART electronic disclosures and KR…
— ○ ⏳ — — — — — —
56729
ly2xxx
md-mcp Claim
Exposes local markdown documentation, notes, and knowledge bases to AI tools vi…
— ○ ⏳ — N/A N/A — — —
56730
guimaster97
Extracts the content from any URL and returns it in clean, optimized Markdown f…
— ○ ⏳ — — — — — —
56731
mkadiya20
life-hub-mcp Claim
Enables deployment of a remote MCP server on Cloudflare Workers without authent…
— ○ ⏳ — — — — — —
56732
bajpayeeritik
codegraph Claim
Indexes a codebase into a live symbol graph and serves it via MCP to AI coding …
— ○ ⏳ — N/A N/A — — —
56733
alirezahamid
Checks whether a company holds a UK or Netherlands work-visa sponsorship licenc…
— ○ ⏳ — — — — — —
56734
clalarco
An MCP server that provides tools to interact with CLI applications, enabling p…
— ○ ⏳ — N/A N/A — — —
56735
VIKAS9793
Enables AI coding assistants to access up-to-date, official Android documentati…
— ○ ⏳ — — — — — —
56736
Ocuco
hive-mcp Claim
Integrates Jira and Sourcegraph, enabling LLMs to retrieve and comment on Jira …
— ○ ⏳ — — — — — —
56737
webboy
MCP server for Bitbucket Cloud that exposes 35 tools covering repositories, pul…
— ○ ⏳ — — — — — —
56738
benhuckvale
Enables AI agents to run reusable Playwright test fixtures against live deploym…
— ○ ⏳ — N/A N/A — — —
56739
ReplicantArmy
Search and license 217,000+ authentic vintage 8mm home movie clips from the 193…
— ○ ⏳ — — — — 81 —
56740
h-ping
tdhc Claim
— ○ ⏳ — N/A N/A — 95 —
56741
ucsandman
dashclaw Claim
Governance runtime for AI agents: a guard tool evaluates risky actions against …
— ○ ⏳ — — — — — —
56742
vreko-dev
Enables AI-powered code safety analysis including risk detection, secret scanni…
— ○ ⏳ — — — — — —
56743
digitaldefiance
Enterprise debugging for Node.js/TypeScript with 25+ tools: breakpoints, profil…
— ○ ⏳ — N/A N/A — 95 —
56744
Chiefff-Kiefff
cisco-mcp Claim
Enables LLMs to run read-only show commands on Cisco IOS/IOS-XE and Nexus switc…
— ○ ⏳ — — — — — —
56745
CSOAI-ORG
EU Mobility Package compliance — EU 561/2006 drivers' hours, 4-week return-to-b…
— ○ ⏳ — N/A N/A — — —
56746
junter1989k-ai
Vietnam payments for AI agents — MoMo wallet QR, ATM, cards. Zero-setup sandbox…
— ○ ⏳ — — — — — —
56747
InfoLang-Inc
InfoLang semantic memory MCP — investigate, memorize, and recall compressed age…
— ○ ⏳ — — — — — —
56748
cr7258
Enables comprehensive configuration and management of Higress through the Model…
— ○ ⏳ — — — — — —
56749
linkeddraft
LinkedIn MCP server for AI content creation, LinkedIn post generation, post rew…
— ○ ⏳ — — — — 81 —
56750
secr-dev
@secr/mcp Claim
Provides AI coding agents with direct access to secrets management (get, set, l…
— ○ ⏳ — — — — — —
Showing 56701–56750 of 69111 servers