MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27233
Scored
1781
Verified
16957
Complete

Last updated 2 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30451
srotzin
Distributed compute grid for autonomous agents — capacity discovery and settlem…
30452
bijou-web
HostProfit Claim
Audit any Airbnb, VRBO, or STR listing URL for dollar-denominated revenue gaps.…
30453
wootock
OpenAI-compatible proxy with PII scrubbing, audit logging, and model routing. D…
30454
AceDataCloud
mcp-hailuo Claim
MCP server for Hailuo (MiniMax) AI video generation
30455
srotzin
Hive Backup Claim
Snapshot and restore service for agent state and DID-bound configuration
30456
vadimsey
Enables ChatGPT to call an orchestrator agent via a single MCP tool, currently …
30457
Recon-Fuzz
Recon Fuzz Knowledge MCP
30458
gott150
obsidian-mcp Claim
N/A N/A 95
30459
automatikstudio
Provides comprehensive website auditing for SEO, performance, accessibility, an…
81
30460
carbonstop-hub
Enables AI assistants to automatically call Carbonstop Cloud API for carbon foo…
30461
lastfore
Enables natural language interaction with PostgreSQL databases, converting ques…
30462
mdfifty50-boop
trace-forge Claim
Structured execution trace and span logging for AI agents
N/A N/A
30463
syntropicsignal-ai
MCP server for Loxone Miniserver - expose smart-home rooms, controls, and comma…
30464
PedroGabrieldm
goevento-new Claim
N/A N/A 95
30465
hyunsuleedev
Enables automated collection of apartment listing data from Naver Real Estate u…
N/A N/A
30466
kratsg
ami-mcp Claim
An MCP server that allows ATLAS physicists to query the ATLAS Metadata Interfac…
30467
axel-belfort
Markdown to HTML converter API for AI agents. Convert Markdown to clean HTML wi…
30468
axel-belfort
Crypto airdrop eligibility API for AI agents. Check any wallet's eligibility fo…
30469 N/A N/A 95
30470 N/A N/A 95
30471
ranjaka
MCP Server Demo Claim 1
A Model Context Protocol server that provides tools and resources for Java CI/C…
81
30472
forgefx
forgebot-mcp Claim
forgebot info server
N/A N/A
30473
slonnik
Exposes a single tool run_bash for executing arbitrary shell commands on a Rasp…
30474 N/A N/A 95
30475
nathanro
nra-20i-mcp Claim
N/A N/A 95
30476
setiapam
Enables AI clients to access official Indonesian statistical data from Badan Pu…
30477
30478
hurryupmitch
Enables collaboration with multiple AI providers (Claude, GPT-4, Gemini, Ollama…
81
30479
Google Sheets Claim 2
Google Sheets integration with OAuth, spreadsheet management, batch operations,…
N/A N/A 61
30480
jojo-labs
Web Task Claim
Browser tasks, sessions, and recipes for MCP and HTTP automation.
N/A N/A
30481
heliojff
A dynamic server that automatically discovers and executes scripts from a tools…
N/A N/A 95
30482 N/A N/A
30483
devli13
mcp-granola Claim
An MCP server that provides AI agents access to Granola meeting notes. It enabl…
30484
k4nuck
Gergy AI MCP Claim
An intelligent assistant built on Model Context Protocol architecture that prov…
81
30485
TedTschopp
A deployable MCP server for Cloudflare Workers or Azure Functions that provides…
81
30486
Safra1976
mcp_trello Claim
N/A N/A 95
30487
GeiserX
Browser-backed MCP wrapper for mcp-atlassian with Playwright SSO auth. Enables …
30488
Syntria-ai
A sovereign, six-layer permanent memory system that provides users with a struc…
81
30489
Nealmalhotra
Query people and interaction transcripts from your PostgreSQL database. Quickly…
N/A N/A 95
30490
KyleAnthonyMcAdam
A simple Model Context Protocol server implemented in TypeScript that enables c…
N/A N/A 95
30491
plataformaemilia
ej Claim
N/A N/A 95
30492
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries to…
81
30493
xiaobenyang-com
edge-tts Claim
Convert text into natural-sounding speech for fast audio creation. Orchestrate …
N/A N/A 95
30494
vladkarpman
MCP server for fast Android device interaction with scrcpy acceleration (~50ms …
N/A N/A 95
30495
Aman-Amith-Shastry
Perform advanced numerical computations and array manipulations using NumPy thr…
N/A N/A 95
30496
alex2zimmermann-ux
AI-powered content management for Strapi CMS. Full CRUD operations, media uploa…
30497 N/A N/A 95
30498
YounggheeJang
pumpbhp Claim
N/A N/A 95
30499
ppengit
Enables SQL Server database operations (queries, table management) and file sys…
81
30500
pchimbolo
An MCP server for managing multiple MySQL and MariaDB database connections simu…
Showing 30451–30500 of 33537 servers
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