MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57101
cyanheads
Query 29,500+ World Bank development indicators for 200+ countries across 60+ y…
57102
CyprianFusi
Enables interaction with PostgreSQL databases through resources, tools, and pro…
57103
olo-dot-io
Uni-CLI Claim
Operations substrate for AI agents that use real software: 311 sites/tools, log…
N/A N/A
57104
admin-d6wq
Let AI agents highlight and annotate any webpage — end-to-end encrypted, no acc…
81
57105
AfryDario
An MCP server implementation in Python with placeholder tools, deployable to Az…
57106
dklymentiev
mesh-memory Claim
Self-hosted semantic memory for AI agents. Save worklogs, decisions, and notes …
57107
TOOEASY-crew
Enables interaction with Ghost CMS through the Ghost Admin API via LLM interfac…
81
57108 N/A N/A 95
57109
Xavierfok
Browse the web and run Google search through real Singapore mobile carrier IPs.
57110
NUDG3-AI
Query your Nudg3 brand visibility across ChatGPT, Claude, Gemini, AI Overviews,…
57111
vijaykrishnazpro
Enables deployment of MCP servers on Cloudflare Workers with OAuth authenticati…
81
57112
vew-mcp Claim 1
Browser MCP: drive a real Chromium via Playwright with compact ref-addressable …
N/A N/A 81
57113
tallyfy
Automate tasks, processes, and approvals with AI.
57114
vinur1992
testing_repo Claim 1
An MCP server that created for demo
N/A N/A 95
57115
ivan-movw
InboundPilot — AI Autopilot for Lead Qualification via Instagram, WhatsApp & Me…
81
57116
sacahan
Enables YouTube video search and audio download via web scraping, requiring no …
57117
NatiCha
MCP server for controlling Meticulous espresso machines via Claude and other AI…
N/A N/A
57118
alittleyellowkevin
A Model Context Protocol server that enables agents to execute SQL queries agai…
N/A N/A 95
57119
0xSensei
Pwno MCP Claim
Enables stateful binary analysis and pwn research through GDB/pwndbg debugging …
81
57120
PostOakLabs
420+ client-side fintech tools (ISO 20022, AML, DORA, agentic payments) as MCP …
57121
jbmurphy
MCP VRBO Claim
Enables searching and retrieving VRBO vacation rental listings using browser au…
81
57122
ry-ops
Enables to perform mathematical calculations, retrieve weather information, and…
N/A N/A
57123
lawquarter
A secure MCP server that integrates with Clio practice management software, all…
N/A N/A 95
57124
pipeworx-io
Enables interaction with Outlook / Microsoft 365 calendar, allowing users to li…
57125
Space-C0wboy
Enables AI assistants to interact with the ReliaQuest GreyMatter platform via 1…
57126
oogdevs
clawtube-mcp Claim
Minimal MCP server for ClawTube — a small, auditable control plane for skills a…
N/A N/A 95
57127
polskidegen
MCP server for Hyperliquid that provides read-only on-chain wallet analytics. E…
57128
Bigabou007-dev
x402-md-mcp Claim
Enables extracting clean Markdown from any webpage by paying $0.005 USDC per ca…
57129
LionelHao
MCP server for PromptHub. Enables publishing, fetching, listing, updating, and …
57130
aris-md
aris-md/mcp Claim
A minimal, well-structured MCP server implementation for learning and experimen…
81
57131
dhyabi2
MCP server for NANO cryptocurrency operations, enabling AI agents to generate w…
57132
dkeeno
An MCP server for generating Kubernetes manifests (deployments, services, confi…
N/A N/A
57133
paladinfi
**PaladinFi Swap** is a competitive multi-aggregator swap router for AI agents …
81
57134
cassilup
filewash Claim
Privacy-first file tools for AI agents — PDF & image ops, metadata scrubbing, b…
N/A N/A
57135
OpenWeb-Ninja
Official MCP server for OpenWeb Ninja APIs - 40+ real-time web data and SERP AP…
N/A N/A
57136
joepangallo
agent-pay Claim
Payment gateway for AI agents. Discover, provision, and pay for tool APIs.
N/A N/A 95
57137
huimingchen081-beep
Enables AI agents to generate real Office documents (.pptx, .docx, .xlsx) and s…
N/A N/A
57138
mcp-research
mysql-mcp Claim
Enables AI agents to query and manage MySQL databases through a structured MCP …
57139
dealsurface Claim 2
MCP server for DealSurface.com sales intelligence platform.
N/A N/A 69
57140
gary109
A secure, read-only MCP server for browsing and searching files in a specified …
N/A N/A
57141
inspicere
DefectDojo Claim
MCP server for DefectDojo: 24 tools with RBAC, HMAC audit chain, and SIEM forwa…
N/A N/A
57142
EenticE
Provide a flexible scaffold for building MCP servers with ease. Accelerate deve…
N/A N/A 95
57143
tcrst
Enables semantic search over Databricks docs, API reference, Terraform provider…
N/A N/A
57144
proflulab
Convert files between formats without quality loss. Speed up your workflow with…
N/A N/A 95
57145
pulseengine
MCP-GLSP Claim
Enables AI-driven graphical diagram creation and manipulation using natural lan…
N/A N/A
57146
Glitchcraft-Inc
Provide comprehensive marketing analytics and AI-powered insights by integratin…
N/A N/A 95
57147
codmir
mcp Claim
AI-powered task execution, tickets, sprints, error debugging, and desktop contr…
N/A N/A
57148
TopoLift
Atom-grounded negotiation reasoning. Typed topology slot, inline citations, pub…
N/A N/A
57149
solnera
MCP Gateway Claim
A Home Assistant custom integration that provides standalone MCP server endpoin…
N/A N/A
57150
vredrick
Enables intelligent access to React Native Godot documentation, examples, API r…
81
Showing 57101–57150 of 57160 servers