MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57101
DominikPollok
A safety-gated Python MCP server for Metabase that lets MCP clients and agents …
57102
Shangri-la-0428
psyche-ai Claim
Emotional intelligence for AI agents: neurotransmitter mood, personality, empat…
N/A N/A 95
57103
gildara
mcp-server Claim
Operating contracts for AI agents. Structured instructions compiled into system…
N/A N/A
57104
CSOAI-ORG
Firmware Attestation MCP — hardware trust layer for sovereign AI. Scan firmware…
N/A N/A
57105
Patr56
yadisk-mcp Claim
MCP server for Yandex Disk that enables file and folder management, search, upl…
N/A N/A
57106
Zilliqa
Enables LLMs to query Zilliqa validator node metrics including stake, earnings,…
57107
akbaraziz
conduitAI Claim
Search, browse, and install MCP servers, agents, skills, and plugins from condu…
N/A N/A 83
57108
Prudai
Dutch case law over MCP: search & fetch uitspraken by ECLI (Rechtspraak Open Da…
N/A N/A
57109
saya6k
mcp-chzzk Claim
Enables querying the Chzzk live-streaming platform for channels, live broadcast…
57110
funcion90
Enables interaction with Notion workspaces through the Notion API with health m…
N/A N/A 95
57111
amalikn
MCP server for the Obsidian CLI with controlled profiles for governed read-only…
N/A N/A 95
57112
CSOAI-ORG
music-production-ai-mcp MCP server by MEOK AI Labs
N/A N/A 95
57113
centrender
An MCP server for GoHighLevel with 82 live-tested tools, enabling CRM operation…
57114
Red-Panda-Dev
Read-only MCP server providing access to Belarusian securities data: tokens, sh…
81
57115
RyanAlberts
Agent-harness picks, search, and decision guides over a curated, weekly-rescore…
N/A N/A
57116
harholinsky
Ledgy Claim
Log, query, and edit expenses, budgets, and accounts in Ledgy from any MCP-comp…
57117
pbuff07
mcp_zoomeye Claim
N/A N/A 95
57118
aryaminus
astro Claim
Multi-tradition astrology. 19 modes, 18 tools. Deterministic ephemeris engine.
N/A N/A
57119
TsukumoHQ
trovex Claim
Serves coding agents one canonical doc per query instead of rereading the repo …
N/A N/A
57120
kanbanzone
Enables AI assistants to manage Kanban Zone workspaces via 23 tools for boards,…
57121
lqwdtech
LQWD Gateway Claim
Free Lightning faucet MCP — agents register, get an inbound channel, bootstrap …
57122
manycontacts
# ManyContacts MCP Server MCP (Model Context Protocol) server for [ManyContact…
81
57123
koala73
Live markets, conflicts, country risk, chokepoints, energy, and China decision …
57124
markswendsen-code
MCP server connector for Lyft ride-sharing — request rides, get fare estimates,…
N/A N/A
57125
borisgujvin
dittu Claim
Turns a phone into a camera+Bluetooth remote so AI assistants can see and contr…
57126
authzx
mcp-gateway Claim
AuthzX MCP Gateway — policy-enforcing proxy between AI agents and MCP servers
N/A N/A
57127
axel-belfort
SEO keyword research API for AI agents. Generate keyword ideas from Google Sugg…
N/A N/A 95
57128
blake365
Read-only MCP server for options research with server-side filtering to reduce …
57129
culstrup
Enables natural language interaction with Unanet GovCon ERP for project managem…
N/A N/A
57130
oriz-archive
Provides mental models, design patterns, debugging approaches, and structured t…
57131
dbmcco
Enables Claude to manage Apple Reminders on macOS, including creating, reading,…
N/A N/A 95
57132
Moddable-Games
15 tools for chess variant analysis, hex map generation, and board game utiliti…
57133
amitagl27
A Model Context Protocol server that lets Claude and any other MCP-compatible c…
57134
tomtranjr
Turns Canvas LMS into a scriptable pipeline and exposes it to AI assistants via…
81
57135
webclaw Claim 1
Turn any URL into clean markdown/JSON for AI agents. Self-hostable web content …
N/A N/A 81
57136
Weather forecasts, alerts, air quality, marine, radar imagery, lightning. NOAA …
N/A N/A 81
57137
Trainzilla
Manage clients, plans, sessions, habits, and billing on Trainzilla via one-clic…
57138
hrishikesh-thakre
Goose-first MCP server for Workbench-owned acceptance evidence, validation gate…
N/A N/A
57139
redhat-community-ai-tools
Integrates with Siemens Polarion ALM to manage test cases, test runs, and resul…
57140
the-sid-dani
Enables Claude to interact with the Lever ATS for candidate management, intervi…
57141
bruno
test-mcp2 Claim
N/A N/A 95
57142
DiversioTeam
gemini-mcp Claim
A Model Context Protocol server that wraps the Gemini CLI, enabling AI assistan…
N/A N/A
57143
chainraydev
ChainRay Claim
The most complete blockchain data and intelligence service for AI agents. 78 to…
81
57144
junter1989k-ai
Sweden Peppol BIS 3.0 e-invoices for AI agents: send, check recipient, get deli…
57145
kaminof3tt
AI-powered MCP server for analyzing UI designs and bug reports from Lanhu and Z…
57146
9697-mali-lo
An MCP server that enables LLMs to automate browser interactions using Playwrig…
N/A N/A
57147
the-dev-kumar
Colab MCP Claim 1
A Model Context Protocol server that enables users to control and interact with…
81
57148
krejcif
Magector Claim
Technology-aware MCP server for Magento 2 and Adobe Commerce with intelligent i…
N/A N/A
57149
chrischall
Splitwise expense and group management for Claude — shared expenses, settle up,…
N/A N/A
57150
cloudflare
Workers bindings management. Build Workers applications with storage, AI, and c…
81
Showing 57101–57150 of 66495 servers