MCP Server Quality Scores

Independent quality analysis of 69343 public MCP servers

69343
Discovered
→
33968
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42001 — ○ ⏳ — N/A N/A — 95 —
42002
markswendsen-code
MCP server for Starbucks — let AI agents search the menu, customize drinks, fin…
— ○ ⏳ — N/A N/A — — —
42003
onatozmenn
CreddyMCP Claim
A credit-risk analytics MCP server enabling natural language queries over 30,00…
— ○ ⏳ — — — — — —
42004
NoBanks
nutanix-mcp Claim
MCP server for Nutanix Prism Central v4 REST API, enabling AI agents to list an…
— ○ ⏳ — — — — — —
42005
uwek
An MCP server for storing and retrieving thoughts, notes, and ideas with semant…
— ○ ⏳ — N/A N/A — — —
42006
AiAgentKarl
Enables AI agents to search products, lookup barcodes, and manage shopping cart…
— ○ ⏳ — — — — — —
42007
esreekarreddy
Enables AI-assisted development by providing a library of 110+ curated prompts,…
— ○ ⏳ — — — — — —
42008
sergiolopez94
Bridges Motion's AI-powered calendar and task management API with LLMs via the …
— ○ ⏳ — — — — 81 —
42009
seekingalpha
git-log-mcp Claim
Enables querying git commit history to analyze when and why code changes happen…
— ○ ⏳ — N/A N/A — — —
42010
Emieeel
Provides accurate competitive Pokémon information for Pokémon Champions, includ…
— ○ ⏳ — N/A N/A — — —
42011
hatchable
hatchable Claim
Build and host full-stack web apps and sites on Hatchable from any MCP client. …
— ○ ⏳ — — — — 81 —
42012
janmejai2002
Unstop MCP Claim
Search competitions, hackathons, jobs, internships, and scholarships on Unstop.…
— ○ ⏳ — — — — — —
42013
TheDecipherist
classmcp Claim
Multi-framework MCP server that enables AI to generate clean, semantic CSS clas…
— ○ ⏳ — N/A N/A — — —
42014
cyanheads
Search foods, compare nutrients, and look up the full USDA FoodData Central dat…
— ○ ⏳ — N/A N/A — — —
42015
dEitY719
A powerful MCP server for summarizing YouTube videos with transcript fetching, …
— ○ ⏳ — N/A N/A — — —
42016
dyq086
A Swagger/OpenAPI query tool for MCP clients like Cursor, enabling AI assistant…
— ○ ⏳ — N/A N/A — — —
42017
getagentseal
Enables users to scan MCP servers for security threats, check installed servers…
— ○ ⏳ — N/A N/A — — —
42018
Shooooooooo
nvim-mcp Claim
Make Neovim feel like Cursor. This MCP server gives an agent full control over …
— ○ ⏳ — N/A N/A — — —
42019
nicholsonpeter
acumatica Claim 1
Connect AI assistants to Acumatica ERP — 28 tools for queries, mutations, GIs, …
— ○ ⏳ — N/A N/A — 83 —
42020
tjun1
MCP server for searching and retrieving pages from Atlassian Confluence.
— ○ ⏳ — — — — — —
42021
rajmaurya0904
Connects AI assistants to TradingView Desktop for chart analysis, Pine Script d…
— ○ ⏳ — N/A N/A — — —
42022
nduckmink
Arkon Claim
Self-hosted enterprise knowledge hub that compiles organizational docs into a s…
— ○ ⏳ — — — — — —
42023
gitstq
Intelligent file search engine with Frecency ranking, fuzzy matching, and Git a…
— ○ ⏳ — N/A N/A — — —
42024
codeiva4u
Enables advanced browser automation using real Brave Browser with 49 tools for …
— ○ ⏳ — N/A N/A — 95 —
42025
omergocmen
Enables programmatic video generation via the json2video API, supporting scene …
— ○ ⏳ — — — — — —
42026
RosenAdvertising
MCP server for Bill4Time providing API coverage for legal billing and time trac…
— ○ ⏳ — N/A N/A — — —
42027
ATE-Labs
MCP server for automating VLP lab VM operations, exposing VM management tools t…
— ○ ⏳ — — — — — —
42028
isantoro-nttdata
Auto-generated MCP server wrapping a Petstore API, providing tools for managing…
— ○ ⏳ — — — — — —
42029
flowcast-studio
Flowcast Claim
Turn your AI coding agent into a producer of interactive, narrated walkthroughs…
— ○ ⏳ — N/A N/A — — —
42030
asumollo
Enable AI-driven creation and validation of Eagle CAD components by bridging Cl…
— ○ ⏳ — N/A N/A — 95 —
42031
bankstatemently
Parse PDF bank statements into structured transactions, accounts, and balances.
— ○ ⏳ — — — — — —
42032
danylo-dudok
vocald Claim
Headless text-to-speech and speech-to-text server with REST and MCP API, suppor…
— ○ ⏳ — — — — — —
42033
smian0
A comprehensive system for managing AI-assisted agile development workflows wit…
— ○ ⏳ — — — — 81 —
42034
NahornyiDoc
A local MCP server for managing Jira issues, enabling creation, update, deletio…
— ○ ⏳ — N/A N/A — — —
42035
jdug-jadodev
Efficiently loads, caches, and delivers project file context for AI agents usin…
— ○ ⏳ — N/A N/A — — —
42036
HelloThisIsFlo
A production-grade MCP server that exposes OmniFocus as structured task infrast…
— ○ ⏳ — N/A N/A — — —
42037
rjpruitt16
Aquifer Claim
A MCP Runtime for dealing with spiky agentic traffic in golang
— ○ ⏳ — — — — — —
42038
minhlucvan
An MCP server that provides browser automation capabilities, enabling LLMs to c…
— ○ ⏳ — N/A N/A — 95 —
42039
axel-belfort
Web capture API for AI agents. Take full-page screenshots (PNG/JPEG/WebP) and g…
— ○ ⏳ — — — — 81 —
42040 — ○ ⏳ — N/A N/A — 95 —
42041
BNLNPPS
ask-panda Claim
MCP server for querying PanDA documentation, analyzing job errors, and retrievi…
— ○ ⏳ — — — — — —
42042
japan4415
MCP server for searching Flesh and Blood TCG cards, retrieving print variations…
— ○ ⏳ — — — — — —
42043
yeswanthreddyk
Connect your personal WhatsApp to Claude — send messages, read chats, and manag…
— ○ ⏳ — N/A N/A — — —
42044
jyarbro
Enables searching eBay for auctions by providing a query and number of results,…
— ○ ⏳ — N/A N/A — — —
42045
dolrea77
Automates visual inspection of development servers by converting natural langua…
— ○ ⏳ — N/A N/A — — —
42046
madaoQ
Enables web scraping, browser automation, and dataset management through Apify'…
— ○ ⏳ — — — — — —
42047
ascendkit Claim 1
Auth, email, journeys, surveys, webhooks, and analytics for SaaS in one project…
— ○ — N/A N/A — 81 —
42048
field-ascend
Field Ascend Claim
Field Ascend is a multi-tenant field service management platform used by engine…
— ○ ⏳ — — — — 81 —
42049
JoyTruepath
A local MCP server that lets Claude, Cursor, or Codex drive TruePath Recorder —…
— ○ ⏳ — N/A N/A — — —
42050
intruder-io
test Claim
— ○ ⏳ — N/A N/A — 95 —
Showing 42001–42050 of 69343 servers
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