MCP Server Quality Scores

Independent quality analysis of 66447 public MCP servers

66447
Discovered
31779
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64101
red-cars-io
Enables AI agents to access FDA and ClinicalTrials.gov data for medical device …
64102
mcp Claim 1
Generate App Store and Play Store screenshots from your coding agent, at exact …
N/A N/A 69
64103
benlemasurier
fccdb Claim
Explore FCC ULS licenses, ASR antenna structures, and microwave path elevation …
64104
OTSkit
otskit-mcp Claim
Stamp, upgrade, and verify Bitcoin timestamps via AI agents. No API keys requir…
N/A N/A
64105
rkorablin
Read-only MCP server for self-hosted Confluence that lets AI agents search page…
64106
viridis-security
Paid hosted MCP for agent-to-agent compute routing. 25% of net revenue funds co…
64107
svgicons-com
320K+ open-source SVG icons: 12 tools, anonymous metadata search; SVG, exports,…
64108
trafficmorph-gif
tm-mcp Claim
Enables AI assistants to interact with TrafficMorph for load-testing and CI-fai…
N/A N/A
64109
ZentricProtocol
Prompt injection + PII detection for LLM apps and agent pipelines. Deterministi…
N/A N/A
64110
homecastr Claim 1
Home price forecasts for any US address or neighborhood. P10/P50/P90 bands acro…
N/A N/A 81
64111
mreider
better-bear Claim 1
MCP server for Bear notes — read, search, create, edit, tag, and manage notes v…
N/A N/A 95
64112
th1234th
MCP Server Claim
Enables natural language DevOps automation with Docker, Kubernetes, and AWS int…
64113
mikeysrecipes
mcp-graphql Claim
Enables LLMs to interact with GraphQL APIs through schema introspection and que…
64114
crilam
mcp-sii Claim
Open-source MCP server for Chile's SII free invoicing system, enabling AI agent…
N/A N/A 95
64115
markandeyay
spotify-mcp Claim
A remote MCP server for Spotify with brokered OAuth and server-side intelligenc…
64116
qq459669253
mcp_server Claim
N/A N/A 95
64117
jackccrawford
token-scout Claim
Discovers LLM models in real time from cloud providers and local Ollama instanc…
64118
t1964n
A Docker-based MCP server exposing a curated set of Kali Linux security tools f…
N/A N/A
64119
catalog Claim 1
Miles' public credit-card catalog: facts, transfer partners, valuations. Keyles…
67
64120
dxd214
Enables creating interactive mathematical visualizations like function graphs, …
64121
hildersantos
Enables reading, writing, and manipulation of Bike outlines on macOS through na…
N/A N/A 95
64122
gucceed
Norric Claim
Swedish B2B intelligence: insolvency risk, BRF health & procurement signals fro…
64123
xyzdevvv
Nuvio-MCP Claim
A framework that helps developers quickly build AI Native IDE products.
N/A N/A 95
64124
K-Host
A local AI skill composer that reads, analyzes, compares, and combines SKILL.md…
N/A N/A
64125
portalsprotocol
Connects AI agents to decentralized, community-built APIs on Solana, enabling a…
N/A N/A
64126
jqknono
Pic Gen Claim
Generate covers, Mermaid diagrams, cards, and terminal screenshots/images for A…
N/A N/A 95
64127
shamimlaravel
Full-stack AI agent for Livewire v4.2+ / Laravel 13 / PHP 8.4+ with planning, m…
N/A N/A
64128
HanzMaulwurf
TEX is an MCP server that enables Claude Code to perform browser tasks using pl…
N/A N/A
64129
Baneado98
Enables blockchain mempool analysis with a free tier for basic queries and a pr…
64130
sandraschi
A high-performance control plane for Ollama-based local LLM sessions with backg…
N/A N/A
64131
molpass
mcp-gwansang Claim
Extracts deterministic facial features from photos locally using MediaPipe, ret…
N/A N/A
64132
rodbland2021
Claw Recall Claim
Persistent, searchable memory for AI agents. Enables agents to recover context …
64133
Dreambooth-Studio
Ask about your Dreambooth Studio photobooths: sessions, revenue, credits, proje…
64134
thatfactory
MCP server for managing Xcode Cloud workflows, builds, and test artifacts via t…
64135
bluematador
Enables natural language management of Bluematador monitoring, including cloud …
N/A N/A
64136
bertanucar
shewhart-mcp Claim
Enables AI agents to perform statistical process control calculations using val…
N/A N/A
64137
zhitongblog
Unflick Claim
Video player for humans and AI. GUI + CLI + a built-in MCP server (39 tools) to…
N/A N/A
64138
jayesh-bansal
apitype Claim
Enables AI assistants to generate TypeScript types, Zod schemas, TypeBox, and J…
64139
sthbryan
This MCP server provides tools for AI agents to search the web, fetch page cont…
64140
danjam
MCP Govee Claim
Enables AI assistants to control Govee smart devices, including lights, via nat…
64141
ies86
Provides AI agents with verified, monthly software pricing data for categories …
64142
Caryyon
mcp-monodraw Claim
Enables creation, editing, and export of ASCII art diagrams using Monodraw on m…
N/A N/A
64143
CSOAI-ORG
legal-document-ai-mcp MCP server by MEOK AI Labs
N/A N/A
64144
jmesplana
Provides access to IFRC GO Admin API for disaster relief emergency fund (DREF) …
64145
Adriapt
Allows you to search for hiking routes on Wikiloc using geographic and textual …
64146
Luispitik
Enables personalized Mercadona grocery orders via natural language, with Nutri-…
N/A N/A
64147
shawntyn
A weather simulation MCP server that provides deterministic mock weather data f…
64148
xgr-network
An MCP server providing AI-native access to XGR blockchain data, enabling queri…
64149
Hayremyt
MCP server for Forge Minecraft modding documentation. Gives AI assistants direc…
N/A N/A
64150
Hsia97
Syncs Epic/GOG/Steam game libraries with Chinese metadata, enabling AI agents t…
N/A N/A
Showing 64101–64150 of 66447 servers