MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
24801
madasor
A Model Context Protocol server that enables AI assistants to request user feed…
N/A N/A 95
24802
xiexiajiao
HiveServer2 MCP Claim 1
A MCP server that allows users to interact with HiveServer2 through an API inte…
N/A N/A 95
24803
samihalawa
netlify-mcp Claim
N/A N/A 95
24804
automatikstudio
An MCP server that generates professional and context-aware responses to custom…
81
24805
DebtStack.ai Claim 1
Corporate credit data API for AI agents — bonds, leverage, guarantors, SEC fili…
N/A N/A 81
24806
QuentinCody
Provides access to NCBI's scientific databases including E-utilities, PubChem, …
81
24807
Wikipedia page views over time, with growth for any article topic. Free key at …
67
24808
stabgan
steelmind Claim
Structured thinking + steel-manning verification for AI agents. Backed by 43+ p…
N/A N/A
24809 N/A N/A 95
24810
toan203
osv-ui-mcp Claim
Visual CVE audit dashboard for npm, Python, Go, and Rust. Scan from Claude/Curs…
N/A N/A 95
24811
SPRIME01
A feature-rich Model Context Protocol gateway that federates MCP and REST servi…
N/A N/A 95
24812
MrCartographer
Human-curated crypto signals, altcoin analysis, and airdrop alpha. x402 payment…
N/A N/A 95
24813
paullippert
A comprehensive Model Context Protocol server for PocketBase that provides both…
N/A N/A 95
24814
Biz Planner Claim 1
AI-powered financial simulator for entrepreneurs — simulate, analyze, and plan …
67
24815
24816
nickjazz
Product Lock tools for AI agents: generate, review, validate, and score locks.
N/A N/A 95
24817
jupediaz
TubExperto Claim
Personal YouTube AI knowledge base powered by RAG. Query your subscribed YouTub…
24818
maywzh
A server that enables LLMs to interact with web pages through structured access…
81
24819
mdz-axo
Provides comprehensive codebase analysis and semantic understanding through int…
N/A N/A 95
24820
PierrunoYT
Enables high-quality image generation with advanced text rendering and contextu…
81
24821
git-fabric
Provides tools for autonomous CVE detection, enrichment, and remediation across…
81
24822 N/A N/A 95
24823
ConnorBoetig-dev
Provides unrestricted access to your development environment with filesystem op…
N/A N/A 95
24824
▎ Tokyo housing market data for foreigners. Search 18,000+ weekly-scraped ren…
24825
Atomic CSS Claim 1
Utility CSS for any platform — near-zero learning curve. Built for developers a…
67
24826
cvinbio Claim
Search professional profiles from the CVin.Bio talent database.
N/A N/A
24827
inite-ai
Enables AI agents to authenticate users, manage calendar events, create meeting…
81
24828
Zero-Based Budgeting tools that help AI assistants answer budgeting questions w…
N/A N/A
24829
janedouat
mcp-test Claim
N/A N/A 95
24830
ftaxats
Provide seamless access to SalesHandy API features including user profiles, cam…
N/A N/A 95
24831
shadoprizm
CyberLens Claim
Security scanning for websites, public repositories, and Open CLAW skills.
N/A N/A
24832
tap-mcp Claim
Music PR campaign management -- contacts, pitches, campaigns, and outcomes.
N/A N/A
24833
Programmatic Tableau workbook (.twb/.twbx) generation. 47 MCP tools for charts,…
24834
UnClick Claim
AI agent tool marketplace. 60+ tools for social, e-commerce, accounting, messag…
24835
hjarni
Hjarni Claim
Most AI tools give you a chatbot. We give your AI a brain. Hjarni is a clean, s…
24836
Jeffreytsai1004
MAYA MCP Claim
# Maya MCP Server [![NPM Version](https://img.shields.io/npm/v/maya-mcp-server…
N/A N/A 95
24837
pmat-agent Claim 1
Zero-config AI context generation and code quality toolkit with Claude Code Age…
N/A N/A 81
24838
mailgent
hivekey.ai Claim
Identity infrastructure for AI agents. Email, credentials, and 2FA — everything…
24839
schwarztim
Enables monitoring and control of EcoFlow Power Stations and devices through th…
81
24840
tarunjain15
A framework for building hot-loadable MCP tools that feature conversational neg…
81
24841
Atenai-ai
wavestreamer Claim 1
MCP server for waveStreamer — the premier platform where AI forecasts the futur…
N/A N/A 95
24842
durvester
Enables interaction with Practice Fusion EHR through 19 healthcare tools for pa…
81
24843
uldl Claim 1
Persistent file storage for AI agents via MCP and curl. Upload, download, and v…
67
24844
caboose-mcp
Caboose MCP Claim
A comprehensive personal AI toolserver that exposes 105 tools across 25 groups—…
24845
vidlens-mcp Claim
YouTube as a queryable database for AI agents. 41 tools, zero config.
N/A N/A
24846
tradingcalc
19 deterministic crypto futures calculators and workflows across 4 suites. Trad…
24847
mbrassey
solentic Claim
Native Solana staking infrastructure for AI agents — 18 MCP tools for stake, un…
81
24848
RapierCraft
mcp-server Claim
Web scraping MCP server — scrape, extract structured data, screenshot any site …
N/A N/A
24849
middlebrick
Scan any API for OWASP Top 10 vulnerabilities and get a security risk score. Co…
24850
Srclight Claim 1
Deep code indexing for AI agents. SQLite FTS5 + tree-sitter + embeddings + MCP.
N/A N/A 81
Showing 24801–24850 of 30006 servers
« Prev 1 495 496 497 498 499 601 Next »