MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60451
r4m
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
60452
washyu
Enables AI assistants to manage infrastructure using Ansible and Terraform with…
60453
aryanranderiya
WHOOP MCP Claim
Gives LLM agents read-only access to your WHOOP data — recovery, sleep, strain,…
60454
quadratik
Quadratik.AI Claim
The B2B data architecture for high‑growth teams. Leverage 100B+ validated globa…
81
60455
carlosgutierrezch
Enables querying, exploring, and interacting with Azure SQL databases through M…
N/A N/A
60456
guigas66
Enables searching and retrieving flight information using Duffel API, supportin…
81
60457
pipeworx-io
Lists, reads, and fetches curated business and industry RSS feeds, with filteri…
60458
m3talux
superbrain Claim
Session memory for Claude Code. Auto-captures every session into a plain Obsidi…
N/A N/A
60459
michaelkrauty
mcp-notes Claim
Personal knowledge management server with note CRUD, semantic search, git versi…
N/A N/A
60460
RuiciroRS
mithra-mcp Claim
Turns a one-person, multi-project workspace into state an agent can reason over…
N/A N/A
60461
hfujikawa77
Enables natural language control of ArduPilot drones via MAVLink, supporting ar…
N/A N/A
60462
chenshuai9101
agent-fde Claim
A methodology-driven MCP server that guides enterprise AI rollouts through a 5-…
N/A N/A
60463
0h-MARVVV
Enables Claude to drive a live GIANTS Editor 10.x (FS25) session with 59 tools …
N/A N/A
60464
tracegazer
MCP server for InvGate Service Desk: 96 tools across 11 domains (incidents, use…
60465
arikanatakan
Validated project scheduling and earned value computations for AI agents, expos…
60466
omarkhandji-commits
MIDAS Claim
Local-first AI agent for approval-gated automation and verifiable LLM workflows.
N/A N/A
60467
mariow
Provides aviation weather briefings including METARs, TAFs, PIREPs, SIGMETs, an…
60468
Scottcjn
Enables generating 3D models from text prompts, rendering turntable animations,…
N/A N/A
60469
lailai258
An MCP-only server that launches AI CLI tasks (Claude, Codex, Gemini, Forge, Op…
N/A N/A
60470
vinkius-labs
Provides deterministic conversion between YAML and JSON formats, enabling auton…
60471
gabrielmrojas
An MCP server for PDF utilities including text extraction, metadata, merge/spli…
60472
junyuan-qi
Enables AI models to send messages to Lark users and manage calendar events (li…
N/A N/A
60473
Prometheus-AGS
MCP server that provides tools to add to, search, and manage a wiki knowledge b…
N/A N/A
60474
The-Syntax-Slayer
browser-mcp Claim
Unified MCP server for browser automation (Playwright + CDP + CLI) and bookmark…
N/A N/A
60475
rizkyurdhan
Enables AI assistants to interact with ERPNext data and functionality through t…
60476
OneSignal
Enables OneSignal push notification workflows in Cursor, including message send…
60477
xiaoyu-ops
An MCP server that provides RSS feed management and LLM-powered article evaluat…
N/A N/A
60478
kabirrgrover
Unified gateway to Exa, Websets, and Deep Search for code search, deep research…
60479
TocharianOU
jira-mcp Claim
Enables issue search, creation, updates, comments, status transitions, and proj…
60480
MrNewDelhi
Enables interaction with Mailosaur email and SMS testing services, allowing mes…
60481
VirixLabs
HumanBrowser Claim
Cloud Chromium for AI agents — stealth, residential proxies, captcha solving, A…
60482
tungpun
Enables semantic search over local knowledge bases like Obsidian notes, SQLite,…
N/A N/A
60483
RakhaHafishSetiawan
Provides read-only monitoring of Apache Airflow DAGs, including listing active …
60484
noelrim
Midnight MCP Claim
Enables LLM clients to query a comprehensive Midnight knowledge workspace using…
N/A N/A
60485
llmops-pro
paywall-mcp Claim
Generic Lightning-paywall sidecar that wraps any stdio MCP server and requires …
N/A N/A
60486
sjgant80-hub
fallanno-mcp Claim
MCP server for the Fallanno platform, enabling identity management, annotation …
60487
eric
d3-mcp Claim
N/A N/A 95
60488
maerestijnde
Enables Claude AI to control and manage Homey Pro smart home devices, flows, an…
N/A N/A
60489
fabiohsan-dev
Enterprise-level MCP server integrating with Vista CRM (Loft Edition) for real …
60490
Mei-You-Qian
A local MCP server that wraps common forensic command-line tools for CTF/forens…
N/A N/A
60491
marcelo1811
simple-mcp Claim
A Model Context Protocol (MCP) server that provides tools for interacting with …
N/A N/A
60492
Sarg338
Read-only Steam: friends, games, playtime, achievements, sales, reviews, and li…
N/A N/A 83
60493
sathvic-kollu
retro-mcp Claim
Generates sprint retrospectives grounded in actual data from Jira, GitHub, and …
N/A N/A
60494
dan-wkkx
marvenn-mcp Claim
Marvenn MCP Server AI-powered outbound marketing automation for agencies. Wha…
81
60495
deepresearch329-debug
Enables deep web research and report generation through an MCP interface, provi…
60496
guguborbh
An MCP server for comprehensive video analysis — AI-powered transcription, visu…
60497
ishay60
mcpolyglot Claim
One config, one CLI that turns your databases (Postgres, MySQL, SQLite, MongoDB…
60498
StructureIntelligence
SettleMesh Claim
Deploy and monetize agent-built apps from one MCP. Ship a full-stack app (login…
60499
grncdr
An MCP server that interfaces with the Missive API, enabling Claude to manage e…
60500
antonio-orionus
Enables AI agents to inspect, plan, download, and postprocess media from YouTub…
N/A N/A
Showing 60451–60500 of 67286 servers