MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45701
jarvisxiong2022-hue
Enables searching for nearby points of interest (POIs) like restaurants and bus…
45702
johnib
kusto-mcp Claim
Enables AI assistants to query Azure Data Explorer using natural language, elim…
45703
voidreapercmxcix
An MCP server that enables local AI models to automatically generate lyrics and…
N/A N/A
45704
sirsjg
Enables AI agents to create, update, list, and delete tasks on a Kanban board v…
45705
dmeiser
nextdns-mcp Claim
Enables AI assistants to manage NextDNS profiles, settings, logs, analytics, an…
45706
markrz-0
brainrot Claim
An MCP server that enables AI assistants to automatically generate vertical 'br…
N/A N/A
45707
puzne2000
Gives AI assistants access to Google Contacts, supporting listing, searching, c…
N/A N/A
45708
alces-mcp Claim
Alces for Jira Data Center — MCP server bridging Jira DC/JSM with AI agents
N/A N/A 75
45709
Paisins
Exposes LSP features (definition, hover, references, etc.) over MCP, spawning a…
N/A N/A 95
45710
imikailoby
Comics MCP Claim
Model Context Protocol server for comic data sources with plugin architecture, …
45711
Delpha-Assistant
Enables AI-driven data quality operations such as validation, enrichment, and d…
45712
liuxiaotong
DataCheck Claim
Multi-dimensional data quality validation and statistical anomaly detection for…
N/A N/A
45713
opsora-labs
A self-hosted MCP server that exposes Microsoft Planner Premium structural writ…
45714
Feralex3109
An MCP server for managing product inventory with SQLite, enabling CRUD operati…
N/A N/A
45715
hoon
brave-search Claim
N/A N/A 95
45716
figfhgfgg
Enables Claude AI to automatically audit AWS cloud resource configurations, dia…
N/A N/A
45717
electron-mcp Claim 1
Electron.js MCP server — IPC scaffolding, security auditing, build tooling for …
N/A N/A 81
45718
DowellUG
A Model Context Protocol server that exposes real-time AI news intelligence to …
45719
nyx-builds
Enables agents to generate, track, and manage invoices via MCP tools, with CLI …
N/A N/A
45720
monirul8888
A beginner-friendly repository for learning the Model Context Protocol (MCP) us…
N/A N/A
45721
satviksinha
MCP server for executing code in various languages via the Codaveri API.
45722
devkindhq
machship-mcp Claim
Integrates the Machship freight management platform with MCP-compatible LLMs, e…
45723
aleksakarac
A comprehensive MCP server for Obsidian with 45 tools across hybrid filesystem-…
N/A N/A
45724
blitzdotdev
iPhone MCP Claim
Enables AI agents to control real iPhones and simulators on macOS, allowing for…
N/A N/A
45725
skiddgoddamn
MCP server for building and publishing Telegram bot funnels on zaytsv.ru, enabl…
N/A N/A
45726
VaibhavMugulavalli
Search for AI internship and early-career roles in Bengaluru using Tavily, save…
N/A N/A
45727
AI financial agent: due diligence, SEC 10-K, Kelly Criterion. Pay-per-call via …
N/A N/A 81
45728
vishnu-vasan
A personal knowledge base MCP server that allows AI assistants to manage notes,…
N/A N/A
45729
acjlabs
AU GST/ABN receipt extraction — assigns entertainment/ITC tax codes per line, n…
45730
pmcontrols-mcp Claim 1
Project scheduling and earned value tools (CPM, PERT, crashing, EVM) for AI age…
N/A N/A 81
45731
orchestra-hq
Enables interaction with the Orchestra API for managing pipelines, runs, logs, …
N/A N/A
45732
Sebzo-work
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
45733
acoyfellow
mcpu Claim
MCP server for managing Cloudflare Workers via Cloudflare Artifacts. Enables ed…
N/A N/A
45734
maejie
Enables budget management, scenario creation, and value updates through natural…
45735
Czaruno
tui-canvas Claim
MCP server for creating interactive terminal canvases (calendar, document, flig…
N/A N/A
45736
mikeysrecipes
Enables managing electronic signatures and contracts through the eSignatures AP…
N/A N/A
45737
dkvdm
An MCP server that enables secure credential retrieval from 1Password to be use…
N/A N/A 95
45738
jungkim720
dify Claim
N/A N/A 95
45739
AgentBill Claim 1
Billing infrastructure for AI agents. Preflight spend checks + post-execution u…
N/A N/A 81
45740
CSOAI-ORG
schema-validator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
45741
Pastarafian
VegaMCP Claim
A production-grade MCP server providing an autonomous AI agent swarm, persisten…
N/A N/A
45742
cooa3e
AI-powered crypto trading signals for 400+ pairs. Generate directional signals …
N/A N/A 95
45743
ProofStream Claim 1
Dispatch a human verifier to physically verify anything in the real world. For …
N/A N/A 81
45744
eric050828
Enables LLMs to programmatically control n8n via natural language for automated…
45745
mikhailkogan17
CyberMem Claim
Enables AI tools like Claude and Cursor to share persistent memory across sessi…
45746
rnsrashmika078
A TypeScript template for building MCP servers, enabling developers to create c…
N/A N/A
45747
Fast HTML MCP Claim 1
Lightning-fast HTML generation from AI agents with 15 tools, 22 components, and…
N/A N/A 81
45748
Dhugster
A government-oriented MCP server implementing security controls for AegisReader…
N/A N/A 95
45749
claudetest Claim 1
Playwright & Appium test automation for Claude. Generate tests, diagnose failur…
N/A N/A 69
45750
firstexhotic
AI Applyd Claim
ATS resume scoring, interview prep, resume optimization, and job analysis. 10 t…
81
Showing 45701–45750 of 67197 servers
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