MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
26720
Scored
1664
Verified
16957
Complete

Last updated 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31051
rascal-3
Multi-chain AML risk scoring, sanctions screening, and tx tracing across BTC, E…
N/A N/A
31052
nexgendata-apify
Search Redfin property listings and get comprehensive property details. Filter …
31053
itsyuimorii
Enables AI assistants to save and manage question-and-answer pairs within a str…
31054
josephjohansson
Retirement planning for Canada & US. CPP/OAS, Social Security, RRSP/TFSA, 401k/…
31055
sai4447
Affiliate API for AI agents -- browse programs, generate tracked links, record …
N/A N/A
31056
maxritter
pilot-shell Claim
The Claude Code engineering platform: spec-driven planning, enforced TDD, persi…
N/A N/A
31057
bioanywhere
Enables AI applications to interact with the Base blockchain network and Coinba…
81
31058
sunex
*A public MCP server that exposes Sunex Inc's lens and imager catalog to AI a…
31059
YotamNordman
site-sense Claim
coding cli claude code/github copilot will be able to see context of browser/op…
N/A N/A
31060 N/A N/A 95
31061
jomapps
Enables character management and semantic search for the Auto-Movie application…
81
31062
einar
airtable Claim
N/A N/A 95
31063
CSOAI-ORG
AI-powered meok governance engine MCP server for agents. Supports full governan…
N/A N/A
31064
dcostenco
prism-mcp Claim 1
Session memory, knowledge search, Brave Search, Gemini AI, and code transforms …
N/A N/A 75
31065
dipesh1917
Sahmk MCP Claim
Enables AI agents to access Saudi market data, including company profiles, mark…
N/A N/A
31066
kustodia
Agentic escrow payments for AI agents. Create, fund, and release escrow payment…
31067
seolint
seo-scanner Claim
Scan any website for SEO issues directly from Claude, Cursor, or any MCP client…
81
31068
sebastian1747
Search for local businesses worldwide. Structured data optimized for AI agents.…
31069
timoncool
Ultimate Telegram Bot API MCP server — full v9.6 coverage, meta-mode, rate limi…
N/A N/A
31070
aayoawoyemi
ori-cli Claim
Agentic coding harness with persistent memory and a REPL body. Built on Ori Mne…
N/A N/A
31071
shunshi-ai
Bazi (Four Pillars / 四柱推命 / 사주팔자) charting MCP server with true solar time corr…
N/A N/A
31072
luis.ticas1
vsfclub1 Claim
N/A N/A 95
31073
jarmstrong158
Job search and ranking pipeline via MCP for Claude Desktop.
N/A N/A
31074
toshipon
kaizen-lab Claim
KaizenLab is an AI-native hypothesis validation platform for product teams runn…
31075
automatalabs
Playwright Claim 1
A Model Context Protocol server providing browser automation capabilities using…
N/A N/A 95
31076
Hazgar2111
A production-grade coordination hub that enables AI agents and human teams to w…
31077
nickjazz
Product Lock tools for AI agents: generate, review, validate, and score locks.
N/A N/A 95
31078
secureship
Secureship MCP gives AI assistants access to a multi-carrier shipping API cover…
81
31079
impactjo
home-memory Claim
MCP server that lets your AI assistant remember everything about your home.
N/A N/A
31080
ybolduc
Detect hidden FX fees on international bank transfers in 30 seconds. Score 1-1…
31081
lithtrix
lithtrix Claim
Search, Browse (server-side public web), memory, and blob storage for AI agents…
N/A N/A
31082 N/A N/A
31083
CommonHuman-Lab
nyxstrike Claim
AI Powered penetration testing Platform for offensive security research
N/A N/A
31084
Eterna MCP Claim
Premium low cost execution layer for AI trading agents, with access to perpetua…
31085
resumeoptimizerpro
Resume Optimizer Pro is resume building and optimization software that enhances…
31086
pofky
Check app review status, read reviews, download sales reports from App Store Co…
N/A N/A
31087
johnanleitner1-Coder
Last-minute booking slots across 11 suppliers. Search, price, and execute booki…
31088
bailangcheng818
Generates Word documents for comparison tables and specifications from structur…
31089
skipmiller
Citrix licensing and migration tools for AI assistants. 5 tools: check LAS migr…
N/A N/A
31090
storybookjs
addon-mcp Claim
Help agents automatically write and test stories for your UI components.
N/A N/A 95
31091
tbrennem-source
Provides access to San Francisco public permitting, business, and property data…
81
31092
cloudflare
Workers bindings management. Build Workers applications with storage, AI, and c…
31093
sean-bavo
TaxFormatter Claim
Parse crypto exchange CSVs and bank statement PDFs into clean, structured trans…
81
31094
ndl-systems
Kevros Claim
Runtime intelligence for autonomous AI agents. Kevros verifies every agent acti…
81
31095
datalayer-sh
Give your AI agent access to 60M+ companies and 300M+ verified contacts. Enrich…
31096
utkucy
Enables natural language interaction with the Avalanche blockchain through AI a…
N/A N/A 95
31097
TencentCloudBase
One-stop backend services for WeChat Mini-Programs and full-stack apps. Provide…
81
31098
brandondek
Enables Claude to orchestrate multi-model AI roundtable discussions between GPT…
81
31099
kaupau
flai-mcp Claim
An MCP server that connects AI assistants to FL Studio for music production via…
N/A N/A
31100
koen
adpage Claim
N/A N/A 95
Showing 31051–31100 of 33537 servers
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