MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

43430
Discovered
29451
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40251
Ami3466
Generate production-ready n8n workflows from plain language. Validate, test, a…
N/A N/A 95
40252
tsxcorp
Enables interaction with NocoBase CRM platforms via the FlowModels API for mana…
81
40253
CarbonCashmere
Crypto intelligence MCP: 104 tools for market data, ML signals, on-chain analyt…
40254
cyanheads
Control macOS system settings, apps, windows, audio, displays, screenshots, and…
N/A N/A 83
40255
dushyant30suthar
endiagram Claim
Deterministic structural analysis that gets your AI laser focused. 13 graph-the…
81
40256
chrisbusbin-pixel
freshtrack Claim
USDA food shelf-life database, food safety, storage tips, food waste cost calcu…
N/A N/A 95
40257
dlasky
Provides graph-based semantic memory storage and retrieval using vector embeddi…
81
40258
gul-tekinmuhendislik
Ürünler, projeler, blog yazıları, markalar, hizmetler ve kategoriler için okuma…
N/A N/A 95
40259
Rocketech-Software-Development
formacv Claim
FormaCV MCP server for AI-powered CV formatting, anonymization, tailoring, and …
N/A N/A
40260
SnipMCP
thinchain Claim
MCP server that sanitizes bad broker data and compresses options chains 95% for…
N/A N/A
40261 N/A N/A 95
40262 N/A N/A 95
40263
osirishorus
OpenCoffer Claim
Enables querying personal finance data including accounts, transactions, spendi…
40264
axel-belfort
Funding arbitrage scanner API for AI agents. Scan cross-venue funding rate spre…
81
40265
protae5544
websites Claim
N/A N/A 95
40266
agents-finance
bank Claim
The financial layer for the agent economy. Self-custody wallets, on-chain USDC …
81
40267
Amalgix-io
Amalgix Claim
Cross-model evidence pipeline for financial filings & contracts. x402 pay-per-c…
40268
bluestemso
Provides full access to the Coda API v1, enabling AI agents to interact with Co…
40269
wyre-technology
MCP server for Ironscales — phishing incident management, email classification,…
40270
zw008
vmware-avi Claim
VMware AVI Load Balancer (NSX Advanced Load Balancer) management plus AKO Kuber…
40271
invarium-ai
invarium Claim
81
40272
cdugo
DocsFetcher Claim
Fetch npm package documentation and present it for LLMs.
N/A N/A 95
40273
marcelohensantos
garmin-mcp Claim
Exposes Garmin Connect data and workout management to AI agents, supporting too…
N/A N/A
40274
movebrickschi
Enables AI coding environments to enforce engineering governance through MCP to…
N/A N/A
40275
millsymills-com
gandi-mcp Claim
Production-grade MCP server for the Gandi v5 API, enabling domain, DNS, email, …
40276
cortezcristian
An implementation that enables AI assistants to interact with Kubecost cost man…
81
40277 N/A N/A 95
40278
spajjuri.pro
vsfclubnew5 Claim
N/A N/A 95
40279
talal
mailx-tools Claim
81
40280
curlymolelabs
Supericons Claim
Semantic SVG icon search and recommendations for AI coding agents.
40281
xue20010808
threatnews2 Claim
N/A N/A 95
40282
GongRzhe
Google Calendar integration in Cursor IDE. This server enables AI assistants to…
N/A N/A 95
40283
NextHeberg
Enables AI-powered project management by connecting Claude to Planka kanban boa…
40284
fraim-ai
Enables semantic search of project documentation using hybrid vector and full-t…
81
40285
solomonneas
reelgrep-mcp Claim
MCP server for reelgrep - browse and search your local video library from any M…
N/A N/A
40286
ruegreen
Enables AI agents to interact with Cisco API Gateway pods endpoints for complet…
81
40287
drjerryrelth
ghl-command Claim
GoHighLevel MCP server: 212 tools, 43 modules, incl. the only programmatic GHL …
N/A N/A
40288
puran-water
Enables language-model agents to create, modify, analyze, and persist process-e…
N/A N/A
40289
irahulstomar
brain-mcp Claim
A private, local AI second brain for Markdown notes, providing hybrid search an…
N/A N/A
40290
jbenshetler
RAGex Claim
Gives Claude semantic search superpowers to find and reuse existing patterns in…
N/A N/A
40291
subzeroid
lamatok-mcp Claim
MCP server for LamaTok TikTok data API — auto-generates 20+ tools from the live…
40292
Sarg338
Read-only Steam: friends, games, playtime, achievements, sales, reviews, and li…
N/A N/A 83
40293
19miha99
A comprehensive MCP server that gives AI assistants full control over your desk…
N/A N/A
40294
mova-compact
Thin MOVA MCP proxy for bindings, transport resolution, and upstream tools/call…
N/A N/A 70
40295
JasonTulp
Integrates with Radarr and Sonarr to manage your media library, enabling search…
40296
CSOAI-ORG
AI-powered deepfake detector MCP server for agents. Supports detect deepfake, a…
N/A N/A
40297
GreenSheep01201
An automated MCP server for Google Stitch that enables AI-driven UI design gene…
81
40298
myraffy
homelab-mcp Claim
Enables management of homelab infrastructure, including Docker/Podman container…
N/A N/A
40299
Chrisp671
An Obsidian plugin that provides embedded AI agent terminals and an MCP server …
N/A N/A
40300
sandraschi
AI-driven AR lens orchestrator for live OBS streams that enables control of Str…
N/A N/A
Showing 40251–40300 of 43430 servers
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