MCP Server Quality Scores

Independent quality analysis of 69419 public MCP servers

69419
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38001
mikepiechota
Pandough Claim
Flour-first dough plans: yeast, hydration, schedule from flour you own. No API …
— ○ ⏳ — — — — — —
38002
prizmad
Prizmad Claim
Generate AI UGC video ads from any product URL — avatars, voiceover, OAuth Conn…
— ○ ⏳ — — — — — —
38003
0xksure
Concept-test your product with synthetic consumers, straight from Claude Code. …
— ○ ⏳ — N/A N/A — — —
38004
agent-gate Claim 3
Local mandate gate and proof trail for AI agents that take consequential action…
— ○ — N/A N/A — 46 —
38005
drewrad8
Enables interaction with Firewalla network security devices for network monitor…
— ○ ⏳ — — — — 81 —
38006
runapi-ai
An MCP server that enables AI image editing and generation using the GPT Image …
— ○ ⏳ — — — — — —
38007
Royalti-io
Drive a running Ikenga desktop app from MCP clients — DOM, click, type, navigat…
— ○ ⏳ — N/A N/A — — —
38008 — ○ ⏳ — N/A N/A — 95 —
38009
universal-mcp
Provides a standardized interface for interacting with Ahrefs's tools and servi…
— ○ ⏳ — — — — 81 —
38010
reloru
Crosby, TX weather, air quality, tropics, floods, fishing, pollen, roads, radar…
— ○ ⏳ — — — — — —
38011
neutral-Stage
Enables AI agents to search, read, send, and organize Gmail emails via MCP prot…
— ○ ⏳ — N/A N/A — — —
38012
SeedToSold
A remote MCP server template deployable on Cloudflare Workers without authentic…
— ○ ⏳ — — — — — —
38013
EricSpencer00
instxnt Claim
Create instxnt.xyz storefronts through Claude: add products, connect Stripe, go…
— ○ ⏳ — — — — 83 —
38014
beneb89
changegamer Claim
Agent-first resource directory for AI agents: protocols, security, RAG, memory,…
— ○ ⏳ — — — — — —
38015
clauxel
Paid remote MCP for Claude Code skill update gate MCP, structured receipts, aud…
— ○ ⏳ — — — — — —
38016
ex-takashima
MCP server for Google Veo 3.1 video generation. Supports text/video/image-based…
— ○ ⏳ — N/A N/A — — —
38017
saya6k
mcp-chzzk Claim
Enables querying the Chzzk live-streaming platform for channels, live broadcast…
— ○ ⏳ — — — — — —
38018
acartine
shemcp Claim
An MCP server that provides sandboxed shell command execution with configurable…
— ○ ⏳ — N/A N/A — — —
38019
longportapp
openapi Claim
🐍 ☁️ - LongPort OpenAPI provides real-time stock market data, provides AI acces…
— ○ ⏳ — N/A N/A — 95 —
38020
equinixnetworkedge
Equinix NetworkEdge MCP Server is an AI-powered interface that enables customer…
— ○ ⏳ — N/A N/A — 95 —
38021
keyhalve
Free, no-account verification of KeyHalve-sealed documents. Read-only; never re…
— ○ ⏳ — — — — — —
38022
Paper trade prediction markets at live prices from your AI agent, and score eve…
— ○ — N/A N/A — 69 —
38023
ajramos
mcp-bonusly Claim
Enables management of Bonusly employee recognition bonuses, including listing, …
— ○ ⏳ — — — — — —
38024
dmae97
Production-ready multi-agent orchestration harness for Kimi Code CLI (K2.6): wo…
— ○ ⏳ — N/A N/A — — —
38025
ahmeda14960
mcp-comms Claim
Enables multiple AI agents to communicate and coordinate via a shared SQLite-ba…
— ○ ⏳ — N/A N/A — — —
38026
shufl9dka
Provides tools for web, image, generative search, and Wordstat keyword statisti…
— ○ ⏳ — — — — — —
38027
jzhao234
big-brain Claim
Enables AI assistants to read and write to a personal knowledge vault of markdo…
— ○ ⏳ — N/A N/A — — —
38028
arjunkmrm
World Clock Claim
Get the current time in any timezone. Set a default timezone for fast lookups. …
— ○ ⏳ — N/A N/A — 95 —
38029
jorkal-crypto
Solana NFT market data from Magic Eden — floor prices, cheapest listings, colle…
— ○ ⏳ — — — — — —
38030
adarsh-devappsys
devctl-mcp Claim
An MCP server that lets Claude manage long-running development processes across…
— ○ ⏳ — N/A N/A — — —
38031
wukaka
A JavaScript reverse engineering MCP server for Firefox with stealth capabiliti…
— ○ ⏳ — N/A N/A — — —
38032
agent-sh
Controls a real Linux desktop from any MCP host. Reads accessibility trees, tak…
— ○ ⏳ — N/A N/A — — —
38033
LetRetroHQ
Enables AI coding tools to access LetRetro retrospectives, boards, cards, and t…
— ○ ⏳ — N/A N/A — — —
38034
RextonWong
sellabot-mcp Claim
An MCP server that exposes marketplace seller operations (Shopee first) as tool…
— ○ ⏳ — N/A N/A — — —
38035
ivo-toby
Generates podcast audio from scripts using Google Gemini TTS, supporting single…
— ○ ⏳ — — — — — —
38036
UseVynix
Vynix Claim
Give AI coding agents access to your Vynix visual feedback, bug reports, and AI…
— ○ ⏳ — — — — — —
38037
redhat-community-ai-tools
igloo-mcp Claim
MCP server for searching and retrieving content from Igloo digital workplace in…
— ○ ⏳ — — — — — —
38038
AcosX
Enables executing shell commands on the host system via an MCP tool, with JWT/O…
— ○ ⏳ — — — — — —
38039
gyrationtechs
Enables sending emails and managing webhooks through the SendLayer API. Support…
— ○ ⏳ — — — — 81 —
38040
javierlnmn
Provides MCP tools for discovering Groupon-style deals (search, get, compare) f…
— ○ ⏳ — N/A N/A — — —
38041
suryarajendhran
Enables read-only interaction with Hasura GraphQL APIs, including table explora…
— ○ ⏳ — — — — — —
38042
bearded-giant
A comprehensive Model Context Protocol (MCP) server that provides complete acce…
— ○ ⏳ — — — — — —
38043
Lsyedibrahim
Veritas Claim
An AI-powered data investigation workspace for Product Managers, combining stru…
— ○ ⏳ — N/A N/A — — —
38044
showkeyjar
A robot-control MCP server enabling LLMs to control Unitree robots and DJI Tell…
— ○ ⏳ — N/A N/A — — —
38045
matteoantoci
Enables creating, reading, and modifying Google Slides presentations programmat…
— ○ ⏳ — — — — — —
38046
HanzMaulwurf
TEX is an MCP server that enables Claude Code to perform browser tasks using pl…
— ○ ⏳ — N/A N/A — — —
38047
JM-Addington
Enables LLMs to search and retrieve Autotask tickets, companies, and contacts u…
— ○ ⏳ — N/A N/A — — —
38048
reverse-craft
A powerful MCP server for browser debugging and reverse engineering, providing …
— ○ ⏳ — N/A N/A — — —
38049
rwesleyevans
HTMLvault Claim
Publish and manage secure HTML links: PII/secret scanning, batch create, patch …
— ○ ⏳ — — — — — —
38050
mediar-ai
screenpipe Claim
🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, S…
— ○ ⏳ — N/A N/A — 95 —
Showing 38001–38050 of 69419 servers
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