MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32351
Presidentsu
Enables AI assistants to manage Check Point CloudGuard WAF configuration throug…
N/A N/A
32352
sameer2191
Local-first repository memory for AI coding agents that indexes codebases into …
N/A N/A
32353
chenkumi
High-privilege MySQL admin MCP server for database and user/grant management.
32354
fouomene
MCP GeoData Placefinder: search places, reverse geocode, and find nearby locati…
N/A N/A
32355
kayomarz97
TransBench Claim
TransBench is a translational research agent that takes free-text clinical obse…
N/A N/A
32356
converged-computing
flux-mcp Claim
Provides agentic MCP tools for the Flux Framework, enabling job submission, man…
N/A N/A
32357
crims0n
nwtools-mcp Claim
Provides accurate IPv4 subnet and address tools for LLMs using Python's ipaddre…
32358
xmindltd
Enables AI assistants to generate interactive mind maps from text, YouTube vide…
32359
BU3NO77XL
Undetectable browser automation server for MCP-compatible AI agents, offering 2…
N/A N/A
32360
gnostotron
This MCP server provides tools for OCR and keyword extraction, enabling AI work…
N/A N/A
32361
d-rn
A WeChat Mini Program decompilation MCP server that enables scanning, decompili…
N/A N/A
32362
diganto-deb
A file organization MCP server that safely categorizes and manages files in all…
N/A N/A
32363
MuhammadFarid1990
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
32364
groveale
An MCP server that implements a multi-stage employee access request and approva…
N/A N/A
32365
alex-kenny-lee-vfjv
Search live food safety data from FDA, FSIS, CDC, and city health departments (…
81
32366
JulianKimmig
Turn your LLM into an agile project management assistant for user story creatio…
N/A N/A
32367
ravikumar9130
An MCP server exposing 53 tools covering the Hyblock Capital API for orderflow,…
32368
fnsmdehip
soundgrep Claim
Enables semantic search of local audio samples by describing sounds, MIDI gener…
N/A N/A
32369
geckod22
An MCP server for converting images to WebP or AVIF formats using the sharp lib…
N/A N/A 95
32370
polyrank
PolyRank MCP Claim
Provides AI agents with direct access to Polyrank's skill analytics for Polymar…
32371
sugukurukabe
Read-only MCP server for searching Japanese government procurement bid notices …
32372
synapseops
Connects AI assistants and agentic frameworks to the Graphor API, enabling grap…
32373
iprashantraj
Discord MCP server with 46 tools for channels, messages, forums, webhooks, memb…
N/A N/A 95
32374
olaekdahl
Enables LLMs and clients to search for Star Wars characters, planets, and films…
32375
KuldeepJha5176
Enables natural language interaction with Notion workspace, including search, p…
32376
debaditya-mohankudo
Enables AI agents to investigate Splunk exports or live queries using determini…
N/A N/A
32377
department-of-veterans-affairs
Provides secure access to VA's VistA electronic health record system, enabling …
81
32378
questsystems-ai
fal-mcp Claim
Image generation for Claude using every model on fal.ai, inline in conversation…
32379
Stella2211
A Todo app leveraging MCP Apps to provide interactive UI within conversations, …
N/A N/A
32380
agcraft
MCP server for memopaper.dev that gives AI agents direct access to a memo buffe…
32381
MatterCoder
Enables AI assistants to directly interact with Matter devices and protocol ope…
N/A N/A
32382
xiayumu034-crypto
Enables AI-powered 1688 wholesale sourcing with intelligent product search, pri…
N/A N/A
32383
Baneado98
Enables AI agents to audit JSON Web Tokens (JWTs) and other token formats for s…
32384
pratyushkr9420
Enables AI agents to query U.S. legislative data, including jurisdictions, legi…
32385
ale-santos
Provides AI assistants with local access to Filament, Laravel, Livewire, and Pe…
N/A N/A
32386
William-An
Provides GDB and clangd-based tools for debugging C++ programs, enabling step e…
N/A N/A
32387
mnbro
Exposes read-only Aruba Fatturazione Elettronica API operations for managing el…
32388
accesstechnology-mike
A generic MCP server for querying Emma-app transaction exports stored in Google…
32389
fliq-sh
@fliq/mcp Claim
Lets AI agents schedule and manage HTTP jobs, cron schedules, rate-limited buff…
32390
Quartalis
A minimal MCP server with calculator and memory store tools, ready to use with …
N/A N/A
32391
alpacahq
Enables AI agents to control Adobe After Effects for project inspection, compos…
N/A N/A
32392
ChacheGS
mulchd Claim
Self-hosted MCP server for storing and serving structured team knowledge, enabl…
32393
emresemercioglu
Competitive Intelligence MCP: generate AI battlecards, track competitors, monit…
N/A N/A 83
32394
sparsh-gaurav
youtube-mcp Claim
MCP server for YouTube that provides tools to fetch video metadata and transcri…
32395
jarviscodes
Enables Claude to fetch RSS feeds and post messages to a self-hosted Mattermost…
32396
ChniaPxs
Enables file operations (PDF, Office, images, archives, media) through natural …
N/A N/A
32397
MartinCley
Generates formatted Excel (.xlsx) files from user requests and deposits them in…
32398
lekt9
Unbrowse Claim
Connect to any website's backend directly by indexing it with our chrome extens…
81
32399
npmjs-mcp Claim 1
npm registry MCP server — package intelligence, security audits, dependency ana…
N/A N/A 81
32400
dpaul20
QAcito Claim
Autonomous QA platform powered by Claude + Playwright that allows AI to write, …
N/A N/A
Showing 32351–32400 of 67197 servers
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