MCP Server Quality Scores

Independent quality analysis of 46347 public MCP servers

46347
Discovered
29537
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42001
martin-nmc8
An MCP (Model Context Protocol) server that exposes the Vincario API to AI agen…
81
42002
sypherin
Comprehensive Singapore government data MCP server - typed tools for SG dataset…
N/A N/A
42003
Supermaxman
Enables AI assistants to manage inventory items, locations, and labels in a sel…
42004
alglb123
Wraps Quartus II 9.1 command-line tools into MCP tools, enabling AI agents to c…
N/A N/A
42005
TamalAdebisi
Provides AI agents with access to PhaseFolio's biotech rNPV and probability-of-…
42006
nguyenph88
Controls Adobe Premiere Pro via Claude, enabling automated beat-synced editing,…
N/A N/A
42007 N/A N/A 95
42008
cygkichi
Enables access to Japanese stock market data via the free J-Quants API, providi…
N/A N/A
42009
Ooak21
CorteX402 Claim
Pay-per-call x402 data products on Base mainnet — sanctions screening, aviation…
42010
Code-for-100k
VaultBridge Claim
Secret management MCP server for AI coding agents that prevents secrets from en…
N/A N/A
42011
AynOps
AynOps Claim
AynOps is a reconnaissance focused MCP Server which gives reconnaissance capabi…
N/A N/A
42012
riditaatexos
Provide a humor-focused agent that delivers concise, engaging jokes upon user r…
N/A N/A 95
42013
julianoczkowski
Secure MCP server for querying Google NotebookLM notebooks. Enables AI assistan…
N/A N/A
42014
xgr-network
An MCP server providing AI-native access to XGR blockchain data, enabling queri…
42015
MK3Core
flickr-mcp Claim
Flickr MCP server — tag photos, write descriptions, set titles, and add photos …
N/A N/A
42016
GlobalFishingWatch
Access Global Fishing Watch data from any MCP-compatible AI assistant or termin…
42017
chaitanya-jadhav11
NotePilot Claim
A Python MCP server that exposes note management tools (create, search, update,…
N/A N/A
42018
quangdang46
uefn-mcp Claim
A two-process MCP bridge for Unreal Editor for Fortnite that lets Claude Code, …
N/A N/A
42019
optimikelabs
MCP server for Obsidian that exposes tools for reading/writing notes, managing …
42020
pipeworx-io
Provides access to the FBI National Stolen Art File (free, no auth) for queryin…
42021
nkootstra
MCP server that gives AI agents read/write access to your Things3 tasks via the…
42022
appknox
MCP server for iOS automation via rpcclient, enabling AI agents to connect to i…
N/A N/A
42023
Yiminnn
Enables interaction with USCardForum.com, a Discourse-based community for US cr…
81
42024
zmbcen
Integrates multiple Android APK security analysis tools into MCP standard APIs …
N/A N/A
42025
shivyadavus
Open Kioku Claim
Open Kioku is the local-first code intelligence and evidence layer for AI codin…
N/A N/A
42026
m-HLPR
An unofficial MCP server that integrates Freelo project management with AI assi…
42027
saya6k
Exposes the Wardrowbe wardrobe API as MCP tools, enabling outfit suggestions, i…
42028
edwardpwtsoi
Provides mathematical calculation capabilities using MathJS, enabling expressio…
42029
mcpland
mock-mcp Claim
Generates schema-compliant mock data from OpenAPI JSON Schema definitions using…
N/A N/A
42030
pangolinfo
amazon-mcp Claim
Amazon data MCP: products, rankings, reviews, niches, WIPO & PACER IP, AI searc…
42031
shuji-bonji
Enables LLMs to search and retrieve Japanese laws from the e-Gov API v2, includ…
N/A N/A
42032
ahmedselimmansor-ctrl
Comprehensive MCP server for managing all IBM Cloud services, offering 180+ too…
42033
jaceryan5150
Bridges ConnectWise PSA and TD Synnex StreamOne distributor into composite sale…
42034
solapi
Enables searching SOLAPI documentation and examples, and sending/managing SMS, …
42035
mcpflow
Provides real-time access to Singapore's Land Transport Authority data, includi…
42036
xiaobenyang-com
Track live USD/RUB and EUR/RUB exchange rates and Brent crude prices in USD and…
N/A N/A 95
42037
AgentTools-Cloud
Discover x402 services, MCP servers and A2A agents by intent — agent-tools.clou…
42038
SpiritHerb
Aggregates and routes multiple MCP servers with intelligent tool recommendation…
42039
cyanheads
MCP server for US Treasury Fiscal Data — debt, interest rates, exchange rates, …
42040
nathanro
the20imcp Claim
N/A N/A 95
42041 N/A N/A 95
42042
JulioPeixoto
MCP server for integrating with Abacate Pay API, enabling management of custome…
42043
shapedthought
Provides structured access to Veeam product network port requirements. Enables …
42044
sverze
Provides stock market data and analysis tools using the Finnhub API, including …
42045
consigcody94
Enables AI workflows to integrate with Notion workspaces, supporting page and d…
81
42046
fritzprix
yfin-mcp Claim
An enhanced Yahoo Finance MCP server with pagination, caching, and LLM-optimize…
42047
SkinnyMonk
EAG MCP Demo Claim
A FastMCP server with web search, local notes CRUD, and a generative UI dashboa…
N/A N/A
42048
Sigmodx
sigmodx-mcp Claim
Audit infrastructure for AI agents to log consequential decisions (invoice, GL,…
42049
dhananjay1405
Enables Large Language Models to access and query Tally Prime ERP data, includi…
42050
kakarsatoshi-bot
A minimal MCP server template that runs on Cloudflare Workers + TypeScript, ena…
Showing 42001–42050 of 46347 servers
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