MCP Server Quality Scores

Independent quality analysis of 61551 public MCP servers

61551
Discovered
30061
Scored
2112
Verified
16953
Complete

Last updated 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31701
takeaseatventure
cron-mcp Claim
Enables AI agents to parse, validate, explain, and preview cron expressions, su…
31702
r4m
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
31703
salviz
Provides 23 tools for Google's Gemini API, enabling chat, multimodal analysis, …
N/A N/A
31704
shuruheel
mcp-engram Claim
Enables LLMs to build and explore a cognitive neuroscience-inspired knowledge g…
N/A N/A
31705
leedonwoo2827-ship-it
Converts subtitles or text into a single 1080×1620 infographic card (HTML+PNG) …
N/A N/A
31706
kty1965
Unofficial MCP server for Akiflow that enables AI agents to manage tasks, proje…
31707
lanternrow
TikTok organic analytics — video performance, engagement metrics, and profile i…
N/A N/A
31708
tumourlove
Enables AI agents to inspect, search, and edit Unreal Engine animation data inc…
31709
tw00
agent2agent Claim
Enables async, authenticated messaging between AI agents with explicit authoriz…
31710
molpass
numerology Claim
Calculates Pythagorean numerology core numbers (Life Path, Expression, Soul Urg…
N/A N/A
31711
phrase
Use Phrase APIs from any MCP client (Claude, Cursor, etc.) with ready-to-use to…
31712
zoro
goals Claim
Goals MCP provides tooling for the six goal flows (`/save`, `/home`, `/invest`,…
81
31713
CoinRithm
Paper-trade crypto spot, futures, and prediction markets on CoinRithm with a us…
31714
toiletmadarchut
Enables users to control the cursor in Figma through verbal commands using an a…
N/A N/A 95
31715
MiggiV2
Exposes TeamSpeak 3 channel management as MCP tools, allowing users to list, cr…
31716
bitlabsdevteam
Enables AI agents to securely query governed Snowflake data and use Cortex AI t…
81
31717
laco.tousek
libre Claim
N/A N/A 95
31718
Sherman-Studio
MCP server for the Revolut Merchant API, enabling AI assistants to read and man…
31719
fredriksknese
mcp-redfish Claim
Enables AI assistants to monitor and control server hardware (power, thermal, s…
N/A N/A
31720
latent-defense
Connects Claude Code to a Latent Defense deployment to map GitHub repositories …
31721
asksurf-ai
Enables access to 86 crypto data endpoints from the Surf API, including market …
N/A N/A
31722
timncox
An MCP server for managing DNS records and domains via the Namecheap API. Works…
N/A N/A
31723
coliovacruz
Integrates Metasploit Framework with MCP, enabling LLMs to perform penetration …
31724
rohitcodilya
Monitor AI output schemas and API contracts for breaking changes — validate LLM…
31725
maddygoround
A comprehensive framework for evaluating AI responses using Inspect AI and Petr…
N/A N/A
31726
hiwow
Enables sending text, Markdown, images, and files to individual QQ contacts via…
N/A N/A
31727
huntbuilds
Provides search, trending, odds, arbitrage, and category browsing for predictio…
31728
fuhaooo
Allows AI assistants to query Twitter data including user info, tweets, trends,…
81
31729
DayMoonDevelopment
Enables AI assistants to interact with the Post For Me API, allowing them to ex…
N/A N/A
31730
gawirable
A self-hosted MCP server that gives AI agents deep internet research capabiliti…
N/A N/A
31731
burakaydinofficial
MCP server for SearXNG with engine targeting, multi-page fanout, and HTML→Markd…
N/A N/A
31732
aialchemylabs
A Model Context Protocol server that enables AI assistants to interact with Not…
N/A N/A 95
31733
vibeflowing-inc
Convex MCP Claim
Enables building a stateless MCP endpoint on top of Convex, allowing AI agents …
31734
askads
MCP server for Yandex Wordstat API: top & related queries, demand dynamics and …
N/A N/A
31735
NicolasDuarte04
Cross-venue Polymarket+Kalshi arbitrage: resolution mismatch, void risk & settl…
31736
akolazabal
zom-brain Claim
A nightly local pipeline that ingests zom codebases and their GitHub activity, …
N/A N/A
31737
djtellado
Nexus Finance API — compliance audit, VaR/RWA risk, market quotes and case mana…
N/A N/A
31738
10xtechnology
An MCP server that integrates with Linear's API, enabling users to manage issue…
31739
chirag127
Enables DuckDuckGo search capabilities with full content extraction for AI agen…
N/A N/A
31740
gabecorsini
garmin-mcp Claim
Personal MCP server for interacting with your Garmin Connect data. Exposes 62 t…
N/A N/A
31741
manuelsiuro
Enables AI agents to control Android devices through natural language, supporti…
N/A N/A
31742
lukeduffell-personal
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
31743
huydepzai121
msc-mcp Claim
Enables retrieval of notifications from the Vietnamese Public Procurement Syste…
31744
tamiratias93-gif
MCP server that lets Claude control Google Gemini Omni video generation via a b…
N/A N/A
31745
AbhishekMore-1
Connects Antigravity to a LiteLLM instance, enabling chat completions, model li…
31746
xiaobenyang-com
Speed up AntV projects by guiding you to the right library and shaping clear st…
N/A N/A 95
31747
CSOAI-ORG
String Utils Ai tools for AI agents. Capabilities: slugify, camel to snake, tru…
N/A N/A
31748
dimitrilaouanis
onyx-mcp Claim
81
31749
ton-to-ton
Enables browser automation over MCP using a real Chrome browser with existing p…
N/A N/A
31750
wizardofweb125-lab
Enables full Linux desktop control including windows, mouse, keyboard, clipboar…
N/A N/A
Showing 31701–31750 of 61551 servers
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