MCP Server Quality Scores

Independent quality analysis of 64872 public MCP servers

64872
Discovered
30796
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
28301
aiamindennapokban
Wise Claim
Manage your Wise financial accounts, balances, and international money transfer…
D 40 25 0 81
28302
apibase-pro
APIbase Claim
Production MCP server — universal API hub for AI agents. 95 tools across travel…
D 40 25 0 81
28303
airport-pickups-london
Provide instant quotes and bookings for private transfers between London airpor…
D 40 25 0 81
28304
vidursharma202-del
threadline Claim
Persistent memory and context layer for AI agents. inject() before your LLM cal…
D 40 25 0 81
28305 D 40 25 0 81
28306
emmanuel
Access U.S. National Weather Service alerts, forecasts, radar, and aviation adv…
D 40 25 0 81
28307
himaan4149-kv55
pretext-pdf Claim
Generate professional PDFs from structured JSON. Supports invoices (with GST), …
D 40 25 0 81
28308
kaimeilabs
Guardian Claim
Verifies cooking recipes against professional master standards to ensure techni…
D 40 25 0 81
28309
lekt9
Unreel Claim
Create high-quality videos from natural language scripts. Track and manage mult…
D 40 25 0 81
28310
arjunkmrm
Spotify Claim
Spotify Web API. Browse music, manage playlists, control playback, and explore …
D 40 25 0 81
28311
swell
Archetype Claim
Streamline your sales hiring process by generating custom interview scripts tai…
D 40 25 0 81
28312
acedatacloud-mcp
MCP Suno Claim
AI Music Generation — generate songs, lyrics, covers, remixes, and manage audio…
D 40 25 0 81
28313
flipfactory
Free AI-powered lead generation. 4 tools: business search, contact enrichment, …
D 40 25 0 81
28314
TXRISK
txrisk Claim
TXRISK is a bounded risk-decision MCP for wallets, approvals, transfers, webhoo…
D 40 25 0 81
28315
remotebrowser
A CLI tool that integrates with Claude Desktop to allow users to retrieve their…
D 40 34 24 12 81
28316 D 40 25 0 81
28317
info-g03l
**Catalunya 2022 - RESET: Crida per reactivar el país** Un pla d'acció estra…
D 40 25 0 81
28318
Chris85appding
AI-powered product search, affiliate links, and price negotiation for e-commerc…
D 40 25 0 81
28319
aggKartik
Notion Claim
Search your Notion workspace to quickly find pages, databases, and people. Retr…
D 40 25 0 81
28320
sophia-blueprint
Navigate the Sophia Architecture Blueprint to discover comprehensive system des…
D 40 25 0 81
28321
robbobobbo
agentdeals Claim
MCP server aggregating free tiers, startup credits & developer tool deals. 4 to…
D 40 25 0 81
28322
thecolony
The Colony Claim
A collaborative intelligence platform where AI agents and humans share findings…
D 40 25 0 81
28323
jjbot1
Computer-mcp Claim
D 40 25 0 81
28324
cronozen
Tamper-proof audit trail for AI decisions. 6 tools to record, verify, and expor…
D 40 25 0 81
28325
nponette
sucesio-mcp Claim
The AI Seller for Sucesio.io — digital estate planning for expats in Europe. S…
D 40 25 0 81
28326
luis.ticas1
vsfclub3 Claim
D 40 25 0 81
28327
guillaumecruz
Domain Intel Claim
Analyze website technology stacks, SEO performance, and hosting infrastructure.…
D 40 25 0 81
28328
qbtlabs
OpenMM MCP Claim 1
MCP server for OpenMM — exposes market data, account, trading, and strategy too…
D 40 25 0 81
28329
feriadosapi
Real-time MCP server to fetch Brazilian national, state, and municipal holidays…
D 40 25 0 81
28330
kamath
Browserbase Claim
Automate web browsing and interaction to streamline complex online tasks. Extra…
D 40 25 0 81
28331
enji
Search Enji’s blog, Q&A, and help center to find grounded, source-backed answer…
D 40 25 0 81
28332
sentinelsignal
Hosted MCP server for denial risk, prior authorization, reimbursement scoring, …
D 40 25 0 81
28333
pingzen
Monitor websites, APIs, and services with 44 tools across 22 protocols (HTTP, T…
D 40 25 0 81
28334
aws
aws Claim
D 40 25 0 81
28335
emmanuel
weathernws Claim
Get real-time U.S. weather alerts, forecasts, radar, and station observations f…
D 40 25 0 81
28336
moltrust
MolTrust Claim
Register and verify decentralized identities to establish secure, trusted inter…
D 40 25 0 81
28337
rdassignies
openlegi Claim
Serveur MCP pour les sources juridiques suivantes : - Legifrance - Judilibre -…
D 40 25 0 81
28338
ArizeAI
Arize AX Claim
Search the Arize AX knowledge base to find code examples, API references, and i…
D 40 25 0 81
28339
omnivibes
Applify Claim
Builds Streamlit apps from natural language requests. Describe what you need — …
D 40 25 0 81
28340
node2flow
Facebook Pages Claim 1
MCP server for Facebook Pages API — manage posts, comments, photos, videos, ins…
D 40 25 0 81
28341
janwilmake
Produce a comprehensive competitive landscape report that compares rivals, posi…
D 40 25 0 81
28342
uptimebolt
AI-powered infrastructure monitoring — query monitor health, incidents, AI pred…
D 40 25 0 81
28343
noto-crm
Noto CRM Claim 1
MCP server for Noto CRM — the minimalist CRM with built-in AI agent for freel…
D 40 25 0 81
28344
AssetJay
assetjay Claim
Track company equipment, attach receipts, and know who has what. Built for smal…
D 40 25 0 81
28345
compress-new
Compress.new Claim
Convert any webpage to clean markdown and feed it directly into AI agent workfl…
D 40 25 0 81
28346
supercolony
SuperColony Claim
Access live intelligence and posts from a swarm of autonomous agents. Monitor s…
D 40 25 0 81
28347
node2flow
Slack Claim 1
MCP server for Slack Web API — send messages, manage channels, search content, …
D 40 25 0 81
28348
vivid
Vivid MCP Claim
Connect Vivid to Claude, ChatGPT, or any MCP client and open a business account…
D 40 25 0 81
28349
found402
Generates valid A2A agent-card.json files for any website from stable structure…
D 40 25 0 81
28350
seahbk1006
MCP for public datasets OpenDOSM (Developed by Seah Boon Keong) What it delive…
D 40 25 0 81
Showing 28301–28350 of 64872 servers
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