MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24301
harold-moncaleano
A web application that enables users to interact with AWS Bedrock language mode…
D 52 44 54 46 19 81
24302
fefergrgrgrg
create-mcp Claim
CLI to set up and deploy MCP Servers to Cloudflare Workers in seconds. Just wri…
D 52 44 54 27 N/A 42 81
24303
AdiXgit
A lightweight tool that uses Mistral AI running locally to generate structured …
D 52 43 42 47 N/A 18 95
24304
DMontgomery40
A Python-based server that enables accessing and analyzing bird detection data …
D 52 43 60 23 N/A 18 95
24305
andrasfe
vulnicheck Claim 2
HTTP MCP Server for comprehensive Python vulnerability scanning and security an…
D 52 43 60 26 N/A 56 63
24306
polarisxb
SQL MCP Server Claim
Enables read-only interaction with SQL databases through MCP, providing databas…
D 52 44 42 22 75 77
24307
tallackn
A template MCP server that provides weather forecasting functionality by fetchi…
D 52 44 60 32 25 81
24308
dontsovcmc
yandex-direct Claim 1
MCP server for Yandex Direct API v5 — campaigns, ads, keywords, bids, audiences
D 52 33 39 N/A N/A 32 83
24309
noahw345
Connects Claude AI to real estate data via the ATTOM Data API, enabling propert…
D 52 44 56 41 21 81
24310
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
24311
ndthanhdev
mcp-browser-kit Claim 1
An MCP Server that enables AI assistants to interact with your local browsers.
D 52 43 45 12 N/A 58 95
24312
soulmaten7
potal Claim
Total landed cost API for cross-border commerce. 240 countries, 113M+ tariff re…
D 52 43 48 41 N/A 34 83
24313
jamalexfo
FastAPI server with Google Gemini AI integration that provides auto-routing to …
D 52 44 42 61 19 81
24314
Miguelgbastos
Enables comprehensive integration with Kommo CRM through 25 tools for managing …
D 52 44 42 32 54 81
24315
praveenislive
weather_mcp Claim
D 52 33 36 N/A N/A 21 95
24316
pshivapr
selenium-mcp Claim
Selenium Tools for MCP
D 52 55 62 62 0 76 64
24317
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
24318
lvhungdev
GitLab MCP Claim
Enables AI assistants to manage GitLab projects by providing tools for issues, …
D 52 43 48 32 N/A 32 92
24319
schizoidcock
An MCP server that enables AI agents to execute sandboxed JavaScript and TypeSc…
D 52 44 45 36 51 78
24320
Cloud-Thinker-AI
An extended PostgreSQL management and analysis server that provides database pr…
D 52 44 48 26 52 81
24321
steveydevey
A JSON-RPC server that simplifies managing KVM virtual machines by providing a …
D 52 44 56 36 32 76
24322
veglezMX
Safe Unix MCP Claim
Provides read-only access to Unix/Linux command-line tools for AI agents, block…
D 52 43 48 38 N/A 21 95
24323
thanushri-10
Enables AI-powered natural language queries about BIT Information Portal (BIP) …
D 52 43 48 38 N/A 21 95
24324
flickleafy
Enables AI applications to automatically analyze local repositories and create …
D 52 44 58 28 37 78
24325
zpqrtbnk
ddd Claim
ddd
D 52 43 34 40 N/A 38 95
24326
ag2-mcp-servers
An MCP server that enables agents to interact with soccer data including scores…
D 52 43 45 47 N/A 21 89
24327
mikeheilmann1024
A dedicated MCP server for interacting with Microsoft Dynamics 365 and Datavers…
D 52 44 42 31 54 83
24328
databutton
A proxy server that allows LLM clients to use Databutton app API endpoints as t…
D 52 44 50 35 41 81
24329
ag2-mcp-servers
An MCP server that enables interaction with Google Cloud Game Services API, all…
D 52 43 45 45 N/A 21 89
24330
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
24331
tutumomo
A Python-based MCP server that provides coordinate conversion between latitude/…
D 52 44 54 41 26 81
24332
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
24333
BACH-AI-Tools
Enables access to TikTok data without watermarks, including trending users, has…
D 52 44 54 27 45 78
24334
crew-of-one
MCP Atlassian Claim 1
An MCP server that enables AI assistants to interact with Atlassian Jira and Co…
D 52 44 33 43 55 81
24335
ag2-mcp-servers
An MCP server that enables programmatic interaction with Google Groups Migratio…
D 52 44 45 57 21 78
24336
gabrielekarra
mcp-anything Claim
One command to turn any codebase into an MCP server
D 52 43 60 17 N/A 31 94
24337
Harnishnava
Fetch Pokémon data from PokéAPI
D 52 44 44 61 15 81
24338
kishanrao92
Enables interactive Kubernetes cluster monitoring and troubleshooting through n…
D 52 44 60 35 21 81
24339 D 52 43 42 38 N/A 30 95
24340
hiandy24
mcp_example Claim
Greet users by name and compute sums in a snap. Streamline demos, onboarding, a…
D 52 33 30 N/A N/A 31 95
24341
ag2-mcp-servers
An MCP server that enables interaction with Twilio's Routes service through nat…
D 52 44 45 57 21 81
24342
jmagar
Docker Manager MCP Claim
Enables AI assistants to manage Docker containers, deploy stacks, and monitor s…
D 52 44 42 53 31 81
24343
ag2-mcp-servers
An MCP Server that provides access to Personio's HR and personnel data through …
D 52 44 45 55 21 81
24344
Valerio357
bet-mcp Claim
Football bets mcp
D 52 44 48 28 48 82
24345
Ayala-Yagelnik
Enables Docker container management through natural language conversations, inc…
D 52 43 48 31 N/A 32 95
24346
chengdagong
UE-MCP Claim
Enables AI assistants to interact with Unreal Editor 5 through the Python remot…
D 52 43 48 32 N/A 32 92
24347
vionwinnie
A Model Context Protocol server that enables language models to interact with A…
D 52 43 41 33 N/A 36 95
24348
ZuchGuillotine
Materials MCP Claim 1
A Model Context Protocol server that provides access to materials databases thr…
D 52 44 41 55 26 84
24349
ag2-mcp-servers
An MCP Server that enables interaction with Ticketmaster's Discovery API for ac…
D 52 44 45 61 21 76
24350
the-artinet-project
cli Claim
An interactive command-line interface that uses the Agent2Agent (A2A) & Model C…
D 52 33 34 N/A N/A 23 95
Showing 24301–24350 of 67226 servers
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