MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
33980
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40801
kholidfathh-commits
Connects TikTok accounts to Claude, enabling analysis of account data for brand…
— ○ ⏳ — N/A N/A — — —
40802
vinkius-labs
Generates realistic, context-aware synthetic data for AI agents to populate dat…
— ○ ⏳ — — — — — —
40803
WhileTrueBlackObelizk
Local-first memory, pipelines, learning, feedback, and safe code tools for AI c…
— ○ ⏳ — N/A N/A — 95 —
40804
AlexFloyd13
Clevername Claim
AI agent governance — security scanning, BYOK routing, audit logging, and Counc…
— ○ ⏳ — N/A N/A — 78 —
40805
Asem-D
Enables AI assistants to search, query, and manage ArcGIS Portal and Online con…
— ○ ⏳ — — — — — —
40806
inngest
A Model Context Protocol server that provides AI coding agents with access to u…
— ○ ⏳ — N/A N/A — 95 —
40807
except-pass
Bridges NATS pub/sub into Claude Code sessions, enabling agents to receive and …
— ○ ⏳ — N/A N/A — — —
40808
zoro
goals Claim
Goals MCP provides tooling for the six goal flows (`/save`, `/home`, `/invest`,…
— ○ ⏳ — — — — 81 —
40809
crossi-dev
velora Claim
Hosted Argentine commerce MCP: real AFIP invoicing, MercadoPago, logistics, cat…
— ○ ⏳ — — — — — —
40810
mysplitifi
Outcome predictions and judge profiles from 2,741 ML models trained on 30.3M co…
— ○ ⏳ — N/A N/A — — —
40811
bekservice
Famulor Claim
AI voice agents: assistants, calls, campaigns, leads, knowledge bases, WhatsApp…
— ○ ⏳ — — — — — —
40812
neoai-agent
A command-line tool for monitoring and analyzing Coralogix logs using the Model…
— ○ ⏳ — — — — — —
40813
Mostov82
Stateless advisor + validator for Conducted Development: kickoff, artifact vali…
— ○ ⏳ — — — — — —
40814
malkreide
register-mcp Claim
Provides access to the Swiss Federal Commercial Register (Zefix) for company se…
— ○ ⏳ — — — — — —
40815
timncox
Automates parking ticket detection, evidence gathering, and dispute preparation…
— ○ ⏳ — N/A N/A — — —
40816
JonathanReiss15
Enables AI assistants to search FamilySearch's Family Tree, view person details…
— ○ ⏳ — N/A N/A — — —
40817
bluemot
CRAG-MCP Claim
A Model Context Protocol server that builds and queries a config-aware code gra…
— ○ ⏳ — N/A N/A — — —
40818
GowthamRam2000
Finds the cheapest nearby option for a dish on your own Swiggy account, ranked …
— ○ ⏳ — — — — — —
40819
dave1362
UML Forge Claim
13 AI-powered UML diagram tools for coding agents. Generates class, sequence, s…
— ○ ⏳ — — — — — —
40820
chiaha-ai
QSimHealth Claim
Healthcare staffing simulator — ED, walk-in clinic, and appointment office DES …
— ○ ⏳ — — — — — —
40821
dame-senders
senders-mcp Claim
Cold email infrastructure — campaigns, prospects, mailbox health and replies vi…
— ○ ⏳ — — — — — —
40822
SPIRY-RO
slush-meme-mcp Claim 1
AI-native meme coin launchpad on Avalanche. Deploy tokens, simulate trades, que…
— ○ ⏳ — N/A N/A — 75 —
40823
Scottnine
filamental Claim
Read/write access to your Filamental knowledge graph vault. 12 tools. Local-fir…
— ○ ⏳ — N/A N/A — — —
40824
GirishKumarDV
Provides live market data from Indian Stock Exchanges (BSE & NSE) via MCP, powe…
— ○ ⏳ — — — — — —
40825
tianhuil
MCP server for fetching web content with browser fingerprint camouflage, conver…
— ○ ⏳ — — — — — —
40826
Travis-Prall
Enables LLM-friendly access to the CourtListener legal database and eCFR for se…
— ○ ⏳ — — — — — —
40827
kuibin-dev
hsk-mcp Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
— ○ ⏳ — — — — 81 —
40828
johnmives
Provides 17 developer utility tools for AI agents, including free tools like JS…
— ○ ⏳ — N/A N/A — 95 —
40829
colesmcintosh
MCP server that connects WHOOP health tracker data to ChatGPT, enabling read-on…
— ○ ⏳ — — — — — —
40830
JujiuYey
An MCP server that enables AI assistants to access and manage your local Obsidi…
— ○ ⏳ — N/A N/A — — —
40831
StormAxis
storms Claim
StormAxis Storm Intelligence is an MCP server that gives AI agents direct acces…
— ○ ⏳ — N/A N/A — 95 —
40832
DeepAgentLabs
Unified MCP server for AgenticLens and Agentic Chaos capabilities.
— ○ ⏳ — N/A N/A — — —
40833
kilwizac
Enables search and lookup of SolidWorks API documentation, including methods, i…
— ○ ⏳ — N/A N/A — — —
40834
Flukeshotz
Enables appending content to Google Docs and creating email drafts in Gmail via…
— ○ ⏳ — N/A N/A — — —
40835
lesleslie
Enables AI agents to create and manipulate live visual diagrams on an Excalidra…
— ○ ⏳ — N/A N/A — — —
40836
vedangvatsa123
cvinbio Claim
Search professional profiles from the CVin.Bio talent database.
— ○ ⏳ — N/A N/A — 95 —
40837
praveen030686
Yantrix MCP Claim
Dynamic MCP server — 30+ tools across fact verification, agent memory, Indian N…
— ○ ⏳ — — — — 81 —
40838
fdstevex
Enables searching and retrieving customer bookings and payment details from Boo…
— ○ ⏳ — N/A N/A — — —
40839
pruthuraut
A vulnerable-by-design MCP server pair (NotesServer and VaultServer) for testin…
— ○ ⏳ — N/A N/A — — —
40840 — ○ ⏳ — N/A N/A — 95 —
40841
akoskm
A starter MCP server using StdioServerTransport, providing example tools to che…
— ○ ⏳ — N/A N/A — 95 —
40842
mallikarjun-angadi
Minimal MCP server for testing SkyStage's self-auth auto-detection feature. It …
— ○ ⏳ — — — — — —
40843
aurora-is-near
Tested By Abir_kh4N
— ○ ⏳ — N/A N/A — 95 —
40844
Mum3n8r
Generates AI-written personalized cold email opening lines from a prospect's we…
— ○ ⏳ — — — — — —
40845
ArcSelf
arc-security Claim
Scan AI agent skills for 25 attack classes + runtime monitoring. 1,316+ finding…
— ○ ⏳ — N/A N/A — 95 —
40846
silver-rain-dev
SK Wwise MCP Claim
A modular suite of MCP servers for Audiokinetic Wwise, enabling AI agents to br…
— ○ ⏳ — N/A N/A — — —
40847
coachgruden
Enables AI agents to perform dynamic and reflective problem-solving through a c…
— ○ ⏳ — — — — — —
40848
Inefavel
MCP Server para Salesforce Marketing Cloud: valida queries do Automation Studio…
— ○ ⏳ — N/A N/A — — —
40849
duvoai
Enables autonomous desktop automation by delegating tasks to vision-based agent…
— ○ ⏳ — — — — — —
40850
ruchit
gsc Claim
— ○ ⏳ — N/A N/A — 95 —
Showing 40801–40850 of 69365 servers
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