MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30690
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38701
ailenshen
Write your resume in Markdown and export to PDF with AI assistance, using a bui…
N/A N/A
38702
opedrenyo
MCP server that connects Claude Desktop to Google Gemini, enabling multimodal a…
N/A N/A
38703
neromtoobad
docpilot-mcp Claim
An MCP server that provides tools to fetch live, version-accurate documentation…
N/A N/A
38704
aialchemylabs
A Model Context Protocol server that enables AI assistants to interact with Not…
N/A N/A 95
38705
Pruthvik1
Extracts SVG icons from Figma and generates React TSX icon components automatic…
N/A N/A
38706
synaptic-ai-consulting
nouri Claim
Plan smarter grocery runs with prioritized lists that learn from your edits. Fi…
N/A N/A 95
38707
Goodeye-Labs
Goodeye Claim
Design, save, and run outcome-aligned AI workflows and verifiers, with reliable…
38708
andrewyun0403
Enables AI models to search Jira issues using JQL and retrieve issue details th…
38709
buildingjoshbetter
TrueMemory Claim
A living memory system that ingests long-horizon data to infer insights, enabli…
N/A N/A
38710
tpptrafficpump
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
N/A N/A 95
38711
Baneado98
IaC attack-path auditor: finds internet-to-crown-jewel chains in Terraform/CFN/…
38712
byadsco
Self-hosted MCP server providing secure, multi-tenant access to Meta Marketing …
38713
CSOAI-ORG
MEOK EU AI Act Article 13 Instructions for Use generator — provider-side IFU wi…
N/A N/A 81
38714
slawekradzyminski
Starter scaffold for a workshop to build an MCP API testing server, intended to…
N/A N/A
38715
mcp-tool-shop-org
Tool Compass Claim
Semantic navigator for MCP tools that finds relevant tools by natural language …
38716
yifanyifan897645
codescan-mcp Claim
Scans codebases for TODOs, FIXMEs, code complexity, file stats, and dependencie…
N/A N/A
38717
mclarkson
Manages blood pressure readings (create, read, update, delete) via an MCP serve…
38718
SonAIengine
gwanjong-mcp Claim
Campaign-driven social engagement MCP server for authentic developer community …
38719
CSOAI-ORG
UK AI Regulation Compliance MCP. Automates audits against the UK AI White Paper…
N/A N/A
38720
CSOAI-ORG
MEOK EU AI Act Article 26(9) Fundamental Rights Impact Assessment generator. Au…
N/A N/A 81
38721
theHaruspex
macos-mcp Claim
Local MCP server for macOS native apps: Mail, Calendar, Reminders, Notes, Messa…
N/A N/A
38722
punithkrishnakeepudi
Webots MCP Claim
Bridges AI agents with Webots robotics simulation, enabling natural language co…
N/A N/A
38723
Ask-Me-Anything-dot-work
agenticflow Claim
Self-hosted MCP gateway that connects productivity tools like Jira, Confluence,…
N/A N/A
38724
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
38725
Xayan
Enables AI coding agents to efficiently explore codebases by providing structur…
N/A N/A
38726
aliozkanozdurmus
Enables searching Turkish Court of Cassation (Yargıtay) precedent decisions via…
38727
Lang-Kevin
TabSplitAI Claim
Splits AI coding workflows into plan, implement, review, and evaluate steps, ro…
N/A N/A
38728
PcnaidInc
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
38729
pawel-up
Enables AI assistants to run, list, and analyze Lupa test suites, returning str…
N/A N/A
38730
k0tori
An image recognition MCP server based on mimo-v2.5, enabling AI assistants to d…
38731
CSOAI-ORG
Nist Rmf Ai MCP server. Tools: assess risk profile, map ai impact, generate ris…
N/A N/A
38732
evan-follis-u0ll
preflight Claim
Check if your MCP server is ready to publish on the MCP Registry, Smithery, or …
81
38733
ericqian77
Enables developers to retrieve short jokes in multiple categories and languages…
81
38734
setugk
MCP server providing UX insights from Vitaly Friedman as searchable tools for a…
N/A N/A
38735
lietblue
This MCP server enables AI agents to control kOS computers in Kerbal Space Prog…
N/A N/A
38736
tsoernes
Exposes Anthropic Claude Agent Skills as MCP tools for discovery, search, and r…
N/A N/A
38737
tejasayya
SegmentMCP Claim
Transforms natural language queries into SQL for customer segmentation, enablin…
N/A N/A
38738
CSOAI-ORG
AI-powered patient safety ai MCP server for agents. Supports check drug interac…
N/A N/A
38739
CSOAI-ORG
MCP server for regulatory webhook. Features subscribe, get recent changes, chec…
N/A N/A
38740
philglazer
Enables searching and discovering machine learning papers, state-of-the-art ben…
81
38741
hc0061365
A simple MCP server that provides greeting tools such as hello and greet_multip…
N/A N/A
38742
xiangzi121468
Godot MCP Claim
151 MCP tools for AI to control the Godot 4 editor and running game, covering s…
N/A N/A
38743
CSOAI-ORG
Security Scanner Ai automation via MCP. Includes scan dependencies, check heade…
N/A N/A
38744
CSOAI-ORG
MCP server for soc2 compliance ai. Features assess trust principles, control ga…
N/A N/A
38745
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
38746
Yusufihsangorgel
An MCP server that lets an agent inspect and operate Redis-backed job queues, s…
38747
Dmitriusan
MCP server for extracting structured intelligence from YouTube channels and vid…
38748
paivapiovesan
next-finance Claim
MCP Server for NEXT Finance ERP (finance.net.br) — browser login, wallets, acco…
N/A N/A
38749
lmdrew96
MCP server for ChaosLimba — provides read-only access to the Romanian language …
N/A N/A
38750
beekamai
gmod-mcp Claim
MCP server for Garry's Mod enabling RCON command execution, Lua scripting, wind…
N/A N/A
Showing 38701–38750 of 64698 servers
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