MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37351
TwelveTake-Studios
Enables AI assistants to read, write, organize, search, and compile Scrivener w…
N/A N/A 95
37352
Mftrdnd
tradingview Claim
Connects Claude Code to your locally running TradingView Desktop app via Chrome…
N/A N/A
37353
mikkokam
The most complete Harvest time tracking integration for Claude, with 54 tools c…
37354 N/A N/A 95
37355
thunderclient
Enables AI tools to create and manage API requests and collections in Thunder C…
N/A N/A
37356
abhij1306
CodeWeave enables AI coding clients to inspect, edit, and validate a configured…
37357
fredericsuretat
Generates, audits, and tunes Docker Compose stacks inside Claude Code.
37358
jcooley8
Visual feedback as agent work packets. Stakeholders drop pins on your live app;…
37359
fgambling
Mock MCP server for validating Constructoo Copilot data access, exposing read-o…
37360
sevaepsteyn
Enables interaction with Ubiquiti UISP API for managing network devices, sites,…
37361
5aab
An interactive color picker that renders as a UI inside MCP-compatible hosts li…
37362
sudip490
router-mcp Claim
MCP server for monitoring and controlling WiFi routers (OpenWrt) via SSH, enabl…
N/A N/A
37363
wuzenghai616
32 paid x402 endpoints (1¢-8¢) + 32 MCP tools for blockchain data (gas forecast…
N/A N/A
37364
modeldriveprotocol
Exposes runtime-local capabilities from browsers, apps, devices, and local proc…
N/A N/A
37365
ZeripeDaniel
lake-dayz Claim
An MCP server that pre-flights DayZ Enforce mods, catching boot-crashing mistak…
N/A N/A
37366
dev1nagaich
Turns financial documents into AI-generated investment briefs by exposing banki…
N/A N/A
37367
FaustasRi
Hunch Claim
MCP server that exposes Kalshi prediction markets as tools for AI agents, enabl…
37368
MBAD753
hubspot-mcp Claim
A read-only MCP server that exposes HubSpot CRM data (contacts, deals, companie…
37369
henfrydls
An MCP server that connects Actual Budget to Claude, enabling users to manage b…
N/A N/A
37370
louiscklaw
Enables LLMs to perform advanced GitHub code searches with intelligent filterin…
N/A N/A
37371
pcparts001
simple-mcp Claim
A simple HTTP-based MCP server that provides demo tools (get_test_string, echo,…
N/A N/A
37372
TechNickAI
Machina Claim
AI's home on your Mac: gives AI agents remote access to iMessage, Notes, Remind…
37373
isdmx
Converts Markdown text into interactive mind maps, supporting export as PNG, JP…
N/A N/A
37374
jusi-aalto
MCP server for generating Scopus ISSN boolean queries based on journal rankings…
N/A N/A
37375
ryanfangk
MCP server that enables Claude to dynamically rebrand and restock a themeable m…
N/A N/A
37376
rakesh1308
Enables AI assistants to publish, update, and manage Hashnode blog articles, wi…
N/A N/A
37377
Leev1s
aa-mcp Claim
Enables AI agents to query LLM and multimodal model benchmarks, pricing, speed,…
37378
getsquish
squish Claim
Converts video into timestamped contact sheets, enabling AI agents to navigate …
N/A N/A
37379
professor2025usa
neo Claim
N/A N/A 95
37380
luislopezsanchez
A Postgres MCP server with index tuning, explain plans, health checks, and safe…
37381
scott-pallas
Enables natural language queries to Firewalla Gold for read-only network securi…
N/A N/A
37382
81832310
Enables Claude Code to directly operate MySQL databases through natural languag…
37383
lxg2it
MCPico Claim
MCP proxy that bundles flat tool lists into hierarchical subcommand groups, red…
37384
alshawwaf
Enables LLM agents to automate Check Point firewall rule changes by translating…
37385
aiplatforms-ru
ssh-chat-mcp Claim
Zero-config SSH/SFTP MCP server that lets an LLM client open temporary SSH/SFTP…
N/A N/A
37386
pcamarajr
A portable, AI-agnostic second brain that stores typed memories with semantic r…
N/A N/A
37387
WtecHtec
qa-workflow Claim
QA bug-fix workflow MCP server that waits for bug reports with source locations…
N/A N/A
37388
SilviaWeinzettel
Lets Claude read your Trello boards, lists, and cards via a remote MCP server.
37389
foxisyw
AI-powered cryptocurrency trading assistant for OKX exchange, featuring a multi…
37390
bybit-exchange
A production-ready MCP server for Bybit — 206 tools covering market data, tradi…
37391
chmouel
jayrah Claim
Enables AI assistants to interact with Jira via CLI/TUI, supporting issue brows…
37392
vantage-meridian-group
Free competitive pricing intelligence for SMB CPG brands. Check where any produ…
37393
Corrame
exobrain-mcp Claim
Personal AI cognitive exobrain server providing long-term, emotionally-tagged m…
N/A N/A
37394
sandraschi
Daily-refreshed Glama TDQS score tracker for any MCP fleet. Scrapes per-tool gr…
N/A N/A
37395
matematicsolutions
fi-eli-mcp Claim
Enables accessing Finnish legislation from the Finlex open-data API, listing st…
37396
vergamini65-boop
kinbox-mcp Claim
MCP server for integration with Kinbox API, enabling WhatsApp, Instagram, and m…
37397
asvarnon
mcp-homelab Claim
An MCP server that gives AI assistants real-time access to your homelab infrast…
37398
illusionist-2
An MCP server that gives LLM clients access to a SQL Server database and the lo…
N/A N/A
37399
pipeworx-io
Enables searching, querying, and retrieving metadata from Vermont Open Data (da…
37400
usagi917
Generates business action reports for SMEs by retrieving company profiles throu…
81
Showing 37351–37400 of 67181 servers
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