MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

43430
Discovered
29451
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38701
OdinBot33
AI Agent Astrology — natal charts, transits, cosmic weather, and forecasts for …
N/A N/A 95
38702
GoalProfit
rmcp Claim
N/A N/A 95
38703
ebenova
scope-guard Claim
N/A N/A 95
38704
ip2location
Official IP2Location.io MCP server to obtain the geolocation, proxy and network…
81
38705
vulcan-file-ops Claim 2
MCP server for AI assistants: read, write, edit, and manage files securely on l…
N/A N/A 81
38706
deficlow
Zipp Claim
Multi-language crypto news with editorial sentiment + importance scoring; cites…
38707
with0utwhy
Taste Claim
Expert review for AI agents. On-chain proof of human review.
38708
hyperpolymath
Unified MCP for 20 databases: SurrealDB, ArangoDB, Virtuoso, CouchDB, Cassandra…
N/A N/A 95
38709
huiseo
Enables LLMs to interact with Outline wiki for document management, search, col…
81
38710
bch1212
bizintel Claim
Local business intel for AI agents: audits, lead scoring, tech stack, prospecti…
38711
CSOAI-ORG
AI-powered iso 42001 ai MCP server for agents. Supports audit management system…
N/A N/A
38712
Hyeonu-Cha
MCP server for .NET coverage: run tests, parse Cobertura, find uncovered branch…
N/A N/A
38713
flor3z-github
Provides Naver Map API functions (geocoding, reverse geocoding, directions, sta…
38714
davidmosiah
whoop-mcp Claim
Privacy-first, unofficial WHOOP MCP server for AI health, sleep, recovery, and …
N/A N/A
38715
H-mmer
Bug bounty agent framework for Claude Code, Codex, Gemini, Cursor, Windsurf, Co…
N/A N/A
38716
agentic-eng
a2atlassian Claim
Jira & Confluence for AI agents. Pre-configured connections, compact output.
N/A N/A 95
38717
m-takuma
Say MCP Server Claim 1
A Model Context Protocol server that provides real-time voice notifications, ut…
N/A N/A 95
38718
temurkhan13
MCP server for AI agent deployment health — gateway status, CPU/memory/swap, re…
N/A N/A
38719
@nera0875
ssh-mcp Claim
N/A N/A 95
38720
occasiolabs
occasio Claim
Tamper-evident, Sigstore-signed audit trail for Claude Code agents.
N/A N/A
38721
timkulbaev
mcp-gmail Claim
Full Gmail operations via Unipile API: send, reply, list, read, delete, search,…
81
38722
chriscoynetalent-yhjh
The first commercial implementation of HTTP 402 Payment Required for creator co…
N/A N/A 95
38723
dropdat
@dropdat/mcp Claim
Enables AI clients to search, retrieve, and save capsules in the user's dropdat…
38724
Hyg900928
An MCP server for weather information.
N/A N/A 95
38725
TateLyman
MCP server for no-payment x402 surface triage, 402 Index health checks, and pai…
N/A N/A
38726
TastyHeadphones
Fetches structured Jira issue context from a URL, enabling coding agents to qui…
38727
ashlrai
webfetch Claim
License-first federated image search with attribution, dimensions, and download…
N/A N/A
38728
master-metrics
Master Metrics MCP v1.0.0 Master Metrics MCP brings your marketing data direct…
81
38729
LeonTing1010
Tap Claim
Browser MCP for logged-in tasks. Uses your Chrome — credentials stay local. Zer…
N/A N/A 95
38730
dk-niwamoto
Enables Git and GitHub pull request operations through Claude AI, including rep…
N/A N/A 95
38731
WordDirectory
Provide word definition lookups and suggestions for similar words through a sta…
N/A N/A 95
38732
TheNextGenNexus
Get real-time stock quotes, historical data, and compare stocks via Yahoo Finan…
N/A N/A 83
38733
biocontext-ai
protocol-mcp Claim
Connects to wetlab protocol resources such as protocols.io, enabling users to a…
N/A N/A
38734
mokhtarabadi
blowsh-mcp Claim
Enables AI agents to browse and extract content from JavaScript-rendered web pa…
38735
cloudflare
Workers build management. Get insights and manage your Cloudflare Workers Build…
81
38736
intake-triage
LinkRescue Claim
Broken link detection, monitoring, and AI-powered fix suggestions for websites.…
N/A N/A 95
38737
seritalien
Verifiable Memory for AI Agents — knowledge graph, FTS, Starknet proofs, local …
N/A N/A 75
38738
urlsnapdev
urlsnap-mcp Claim
Screenshot, PDF, and markdown extraction from any URL via Claude Desktop and Cl…
N/A N/A 83
38739
StudiousXiaoYu
oracle-link Claim 1
Oracle MCP Query Server (Node.js) - Read-only SELECT via MCP
N/A N/A 83
38740
danielscholl-osdu
Enables AI assistants to interact with OSDU platform services including search,…
38741
WillHeadlee
MCP server for Little Green Light CRM. Search donors, log gifts, manage groups …
N/A N/A
38742
Dakera-AI
dakera-mcp Claim
Decay-weighted vector memory for AI agents — 83 MCP tools: store, recall, searc…
N/A N/A
38743
SteepHq
Steep Claim
Query metrics, targets, entities, and team data in your Steep workspace via MCP.
38744
googlarz
signal-mcp Claim
Full Signal messenger MCP server and CLI. Send/receive messages, manage groups …
N/A N/A
38745
ftaricano
Enables file and site management across OneDrive and SharePoint via Microsoft G…
38746
hoeongj
ssuMCP Claim
숭실대학교의 모든 정보 제공과 자동화 에이전트 기능을 MCP 표준 도구로 제공하는 공개 서버 지속적으로 업데이트 및 기능 추가 중입니다 공…
38747
vaporif
wezterm-mcp Claim
Enables programmatic control of the WezTerm terminal emulator through the Model…
N/A N/A 95
38748
aernouddekker
mailappmcp Claim 1
MCP server for macOS Mail.app — gives Claude native email access via AppleScript
N/A N/A 95
38749
CSOAI-ORG
nutrition-tracker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
38750
CSOAI-ORG
password-ai-mcp MCP server by MEOK AI Labs
N/A N/A
Showing 38701–38750 of 43430 servers
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