MCP Server Quality Scores

Independent quality analysis of 47628 public MCP servers

47628
Discovered
29602
Scored
2112
Verified
16952
Complete

Last updated 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24351
willhou
AdMob MCP Server Claim
Connects Claude to the Google AdMob API to provide a conversational interface f…
D 52 43 62 0 N/A 53 91
24352
Miguelgbastos
Enables comprehensive integration with Kommo CRM through 25 tools for managing …
D 52 44 42 32 54 81
24353
smilish67
Web-based video editing platform that provides direct editing functionality thr…
D 52 43 50 33 N/A 22 95
24354
ss497254
FoodDash Claim 1
An MCP server and app that enables users to browse restaurants, view menus, man…
D 52 43 41 41 N/A 27 95
24355
ag2-mcp-servers
An MCP server that enables interactions with InfluxDB's open-source time-series…
D 52 44 45 52 21 83
24356
AlexandreProenca
Enables comprehensive management of Tiendanube and Nuvemshop stores, supporting…
D 52 44 66 35 27 71
24357
DavidHolguin
Enables interaction with Supabase databases and n8n workflows through a JSON-RP…
D 52 44 42 63 16 81
24358
steveydevey
A JSON-RPC server that simplifies managing KVM virtual machines by providing a …
D 52 44 56 36 32 76
24359
parth-unjiya
odoo-mcp-gateway Claim
Security-first MCP gateway for Odoo 17/18/19 — 27 tools, YAML-driven security
D 52 43 60 0 58 90
24360
madhikarma
A server that enables Cursor AI to generate code from Figma components by conne…
D 52 43 60 7 N/A 41 95
24361
databutton
A proxy server that allows LLM clients to use Databutton app API endpoints as t…
D 52 44 50 35 41 81
24362
graknol
IFS Cloud MCP Server Claim 1
Enables AI agents to analyze and search IFS Cloud codebases using hybrid semant…
D 52 44 48 26 56 80
24363
azu
A server that enables real-time checking and automated correction suggestions f…
D 52 33 36 N/A N/A 21 95
24364
Yuanpeng-Li
An MCP server that enables AI assistants to interact with Gradescope for course…
D 52 44 73 0 53 78
24365
openziti
Manage OpenZiti zero-trust networks — through natural language
D 52 43 48 0 N/A 74 91
24366
araa47
jupiter-mcp Claim
Jupiter API Access (allow AI to Trade Tokens on Solana + Access Balances + Sear…
D 52 44 48 51 29 76
24367
ag2-mcp-servers
An MCP server that enables interaction with Klarna's Payments API, allowing app…
D 52 44 45 57 21 80
24368
jamalexfo
FastAPI server with Google Gemini AI integration that provides auto-routing to …
D 52 44 42 61 19 81
24369
r-long
Intelligently generates cost estimates and lead times for manufacturing RFPs by…
D 52 43 48 38 N/A 25 90
24370
palsuman
A TypeScript-based MCP server that provides backend API handling and facilitate…
D 52 43 56 26 N/A 21 95
24371
olaxbt
A secure Model Context Protocol server that enables AI assistants to interact w…
D 52 44 48 58 16 76
24372
radareorg
r2mcp Claim 1
MCP server for Radare2 disassembler. Provides AI with capability to disassemble…
D 52 43 41 20 N/A 66 89 C
24373
jovicon
Enables AI assistants like Claude to interact with MongoDB databases through st…
D 52 44 56 45 27 71
24374
thanushri-10
Enables AI-powered natural language queries about BIT Information Portal (BIP) …
D 52 43 48 38 N/A 21 95
24375
ag2-mcp-servers
An MCP server that enables interaction with Twilio's Routes service through nat…
D 52 44 45 57 21 81
24376
tutumomo
A Python-based MCP server that provides coordinate conversion between latitude/…
D 52 44 54 41 26 81
24377
iceage2114
Provides threat intelligence and vulnerability research tools by integrating wi…
D 52 43 56 27 27 90
24378
ag2-mcp-servers
An MCP Server that provides access to Personio's HR and personnel data through …
D 52 44 45 55 21 81
24379
Cloud-Thinker-AI
An extended PostgreSQL management and analysis server that provides database pr…
D 52 44 48 26 52 81
24380
slvnlrt
reptor-mcp Claim 1
An MCP server that exposes the pentest reporting and automation features of Sys…
D 52 43 41 41 N/A 38 89
24381
bdeda
maya_mcp Claim 1
A Model Context Protocol server that enables AI assistants to interact with act…
D 52 43 45 31 N/A 36 94
24382
borankux
MCP-NetDisk Claim
A private cloud storage system with Model Context Protocol integration that all…
D 52 43 50 35 N/A 27 89
24383
the0807
GeekNews-MCP-Server Claim 1
An MCP Server that retrieves and processes news data from the GeekNews site.
D 52 44 35 50 43 83
24384
ag2-mcp-servers
An MCP Server that provides access to Google Cloud Life Sciences API, enabling …
D 52 44 45 55 21 80
24385
rolenet
A multi-agent human-computer interaction system that enables natural interactio…
D 52 43 54 20 N/A 39 90
24386
skills
Learn how to use MCP Servers with GitHub Copilot
D 52 43 46 17 N/A 51 95
24387
il-il1
Provides a one-stop automated solution for Android APK security analysis by int…
D 52 44 60 33 24 81
24388
DMontgomery40
A Python-based server that enables accessing and analyzing bird detection data …
D 52 43 60 23 N/A 18 95
24389
foryourhealth111-pixel
Vibe-Skills Claim
An integrated AI capability stack with 340 skills, MCP entry points, agent work…
D 52 43 58 0 N/A 61 91 PO
24390
sms03
An intelligent server that processes and evaluates resumes by extracting struct…
D 52 44 48 52 22 81
24391
polarisxb
SQL MCP Server Claim
Enables read-only interaction with SQL databases through MCP, providing databas…
D 52 44 42 22 75 77
24392
sharebook-kr
pykrx Claim
D 52 43 42 21 N/A 55 94
24393
akramIOT
Zero Trust Access AI Agent - MCP Server
D 51 43 50 35 N/A 15 95
24394
199-mcp
Gives Claude access to multiple AI models (Gemini, OpenAI, OpenRouter, Ollama) …
D 51 44 60 32 23 81
24395
agentskills
Search and discover Agent Skills from the skills.sh registry. Powered by HAPI M…
D 51 55 52 61 0 57 84
24396
ramp-public
Ramp MCP Server Claim 1
A Model Context Protocol server that enables access to Ramp financial data thro…
D 51 44 39 43 41 81
24397
Boysam2
fa Claim
D 51 33 26 N/A N/A 33 95
24398
avib99
YellowMCP Claim
Reliability intelligence for remote MCP servers. Agent-native discovery for 1,7…
D 51 33 34 N/A N/A 21 95
24399
lithtrix
lithtrix Claim
Memory Consolidation for AI agents — search, memory, browser, commons. Free tri…
D 51 33 42 N/A N/A 25 83
24400
ag2-mcp-servers
An MCP server for the VTEX Subscriptions API (v3) that enables managing subscri…
D 51 44 45 52 21 81
Showing 24351–24400 of 47628 servers
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