MCP Server Quality Scores

Independent quality analysis of 64728 public MCP servers

64728
Discovered
30711
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40051
andrewyun0403
Enables AI models to search Jira issues using JQL and retrieve issue details th…
40052
buildingjoshbetter
TrueMemory Claim
A living memory system that ingests long-horizon data to infer insights, enabli…
N/A N/A
40053
tpptrafficpump
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
N/A N/A 95
40054
Baneado98
IaC attack-path auditor: finds internet-to-crown-jewel chains in Terraform/CFN/…
40055
byadsco
Self-hosted MCP server providing secure, multi-tenant access to Meta Marketing …
40056
CSOAI-ORG
MEOK EU AI Act Article 13 Instructions for Use generator — provider-side IFU wi…
N/A N/A 81
40057
slawekradzyminski
Starter scaffold for a workshop to build an MCP API testing server, intended to…
N/A N/A
40058
mcp-tool-shop-org
Tool Compass Claim
Semantic navigator for MCP tools that finds relevant tools by natural language …
40059
yifanyifan897645
codescan-mcp Claim
Scans codebases for TODOs, FIXMEs, code complexity, file stats, and dependencie…
N/A N/A
40060
mclarkson
Manages blood pressure readings (create, read, update, delete) via an MCP serve…
40061
SonAIengine
gwanjong-mcp Claim
Campaign-driven social engagement MCP server for authentic developer community …
40062
CSOAI-ORG
UK AI Regulation Compliance MCP. Automates audits against the UK AI White Paper…
N/A N/A
40063
tarunlnmiit
One-pass agentic inbox triage as an MCP server: fetch unread Gmail → classify (…
81
40064
theHaruspex
macos-mcp Claim
Local MCP server for macOS native apps: Mail, Calendar, Reminders, Notes, Messa…
N/A N/A
40065
punithkrishnakeepudi
Webots MCP Claim
Bridges AI agents with Webots robotics simulation, enabling natural language co…
N/A N/A
40066
Ask-Me-Anything-dot-work
agenticflow Claim
Self-hosted MCP gateway that connects productivity tools like Jira, Confluence,…
N/A N/A
40067
CSOAI-ORG
mica-crypto-mcp Claim 1
Markets in Crypto-Assets (MiCA) Regulation (EU) 2023/1114 compliance for EU cry…
N/A N/A 81
40068
Xayan
Enables AI coding agents to efficiently explore codebases by providing structur…
N/A N/A
40069
aliozkanozdurmus
Enables searching Turkish Court of Cassation (Yargıtay) precedent decisions via…
40070
Lang-Kevin
TabSplitAI Claim
Splits AI coding workflows into plan, implement, review, and evaluate steps, ro…
N/A N/A
40071
PcnaidInc
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
40072
pawel-up
Enables AI assistants to run, list, and analyze Lupa test suites, returning str…
N/A N/A
40073
k0tori
An image recognition MCP server based on mimo-v2.5, enabling AI assistants to d…
40074
evan-follis-u0ll
preflight Claim
Check if your MCP server is ready to publish on the MCP Registry, Smithery, or …
81
40075
ericqian77
Enables developers to retrieve short jokes in multiple categories and languages…
81
40076
setugk
MCP server providing UX insights from Vitaly Friedman as searchable tools for a…
N/A N/A
40077
lietblue
This MCP server enables AI agents to control kOS computers in Kerbal Space Prog…
N/A N/A
40078
tsoernes
Exposes Anthropic Claude Agent Skills as MCP tools for discovery, search, and r…
N/A N/A
40079
tejasayya
SegmentMCP Claim
Transforms natural language queries into SQL for customer segmentation, enablin…
N/A N/A
40080
CSOAI-ORG
MCP server for regulatory webhook. Features subscribe, get recent changes, chec…
N/A N/A
40081
CSOAI-ORG
AI-powered patient safety ai MCP server for agents. Supports check drug interac…
N/A N/A
40082
philglazer
Enables searching and discovering machine learning papers, state-of-the-art ben…
81
40083
hc0061365
A simple MCP server that provides greeting tools such as hello and greet_multip…
N/A N/A
40084
xiangzi121468
Godot MCP Claim
151 MCP tools for AI to control the Godot 4 editor and running game, covering s…
N/A N/A
40085
CSOAI-ORG
Security Scanner Ai automation via MCP. Includes scan dependencies, check heade…
N/A N/A
40086
CSOAI-ORG
MCP server for soc2 compliance ai. Features assess trust principles, control ga…
N/A N/A
40087
vibefix
vibefix-mcp Claim
Your AI built it. It broke. Post the bug, a real developer fixes it. VibeFix i…
N/A N/A 95
40088
Yusufihsangorgel
An MCP server that lets an agent inspect and operate Redis-backed job queues, s…
40089
Dmitriusan
MCP server for extracting structured intelligence from YouTube channels and vid…
40090
paivapiovesan
next-finance Claim
MCP Server for NEXT Finance ERP (finance.net.br) — browser login, wallets, acco…
N/A N/A
40091
lmdrew96
MCP server for ChaosLimba — provides read-only access to the Romanian language …
N/A N/A
40092
beekamai
gmod-mcp Claim
MCP server for Garry's Mod enabling RCON command execution, Lua scripting, wind…
N/A N/A
40093
BlockScience
A bridging framework that integrates Knowledge Organization Infrastructure (KOI…
81
40094
h053698
Enables real-time friend presence tracking and seamless game joining in Roblox.
N/A N/A
40095
faton5
Extensible MCP server for managing a homelab from Claude AI, enabling control o…
40096
dimitrilaouanis
onyx-mcp Claim
81
40097
troylar
Enables AI assistants to interact with self-hosted Jira instances for issue man…
40098
openmost
Enables AI models to interact with Matomo analytics through a complete MCP serv…
N/A N/A 95
40099
RamyaChinnadurai
mcp Claim
Search, label, and manage your X (Twitter) bookmarks from any MCP client via Tw…
40100
FreeOnePlus
Enables natural language querying of Apache Doris databases via LLM-powered SQL…
Showing 40051–40100 of 64728 servers
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