MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33883
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51101
FoundryNet
Domain & brand intelligence: company enrichment, tech stack detection, brand re…
— ○ ⏳ — — — — — —
51102
duvoai
Duvo MCP Claim
Governed retail, FMCG, and CPG operational tools: runs, cases, approvals, audit…
— ○ ⏳ — — — — — —
51103
zafronix
wc-mcp Claim
Every FIFA World Cup since 1930. 23 tournaments, full squads, knockout brackets…
— ○ ⏳ — — — — — —
51104
lexCoder2
lxDIG MCP Claim
MCP server that gives AI coding assistants persistent memory, structural code g…
— ○ ⏳ — — — — — —
51105
zhuqingyv
mcp-ding Claim
MCP server for macOS native notifications with 67 AI brand icons and system sou…
— ○ ⏳ — N/A N/A — — —
51106
panuhen
Controls Spotify playback through Claude using the Model Context Protocol. Supp…
— ○ ⏳ — N/A N/A — — —
51107
firas-mcp-servers
K8s Lens Claim
MCP server for natural-language Kubernetes operations across single or multi-cl…
— ○ ⏳ — N/A N/A — — —
51108
MiaMia-Li
baby-gpt Claim
Exposes baby-gpt's tools (shell, filesystem, search, memory, GitHub integration…
— ○ ⏳ — N/A N/A — — —
51109
antonmadto
kicad-mcp Claim
MCP server that analyzes, reviews, and exports KiCad 9 designs, with live board…
— ○ ⏳ — N/A N/A — — —
51110
Ansh642
Enables AI agents to retrieve live weather updates for any city via OpenWeather…
— ○ ⏳ — — — — 81 —
51111
mpuhacz
Say Hello Claim
Create friendly, personalized greetings by name. Switch to a playful pirate voi…
— ○ ⏳ — N/A N/A — 95 —
51112
MasatoshiSano
mcp-blog Claim
MCP server for blog admin API enabling preview, publish, list, and delete blog …
— ○ ⏳ — — — — — —
51113
QA-Shivam
Enables reading Google Calendar events for a specific date using the getMyCalen…
— ○ ⏳ — — — — — —
51114 — ○ ⏳ — N/A N/A — 95 —
51115
CSOAI-ORG
schema-validator-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
51116
ChrisLochhead
Enables Claude to manage Trello boards, lists, cards, labels, and checklists vi…
— ○ ⏳ — — — — — —
51117
matematicsolutions
lt-eli-mcp Claim
Searches Lithuanian legislation by title and fetches full text from the Registe…
— ○ ⏳ — — — — 81 —
51118
Jolymmiles
fusion-mcp Claim
Local Fusion MCP: panel->judge->synthesis on the Claude CLI subscription, no Op…
— ○ ⏳ — N/A N/A — — —
51119
culturecreates
Artsdata Claim
Search Artsdata for authoritative data on Canadian events, artists, organizatio…
— ○ ⏳ — — — — — —
51120
br9704
aethereum Claim
Keep your AI coding agents in sync: shared contracts, intent, and breaking-chan…
— ○ ⏳ — — — — — —
51121
closermethod
MCP server for AI agents selling into Latin America. 7 tools: country briefs (M…
— ○ ⏳ — — — — — —
51122
afferens
mcp-server Claim
Real-time physical perception for AI agents — vision, spatial, acoustic, enviro…
— ○ ⏳ — N/A N/A — — —
51123
kenji200056
Provides a no-op 'think' tool that enables Claude to decompose complex problems…
— ○ ⏳ — N/A N/A — — —
51124
fastmcp-me
Enables conversational AI assistants to help users discover movies, find showti…
— ○ ⏳ — N/A N/A — 95 —
51125
kptdobe
An MCP server that provides tools for interacting with the Document Authoring A…
— ○ ⏳ — — — — — —
51126
GOLayerone
MCP server for LayerOne DocX (documents & Factur-X) and Sign (e-signature) APIs.
— ○ ⏳ — N/A N/A — — —
51127
adbarc92
MCP server that gives AI coding assistants direct access to the browser — navig…
— ○ ⏳ — N/A N/A — — —
51128
cameronjmcewan-dev
AdvocateMCP Claim
MCP layer for local businesses: discover, query, book, and transact with verifi…
— ○ ⏳ — — — — — —
51129
fl0w1nd
Let AI models manage your TeamSpeak 3 server through the Model Context Protocol.
— ○ ⏳ — — — — — —
51130
goosefly99
A local MCP server that records completed tasks to daily JSONL files and promot…
— ○ ⏳ — N/A N/A — — —
51131
colobas
Enables LLM clients to browse and query your Zotero library through tool calls.…
— ○ ⏳ — N/A N/A — 95 —
51132
szhygulin
Self-custodial crypto portfolio for AI agents. Reads EVM wallet balances, ENS, …
— ○ ⏳ — N/A N/A — 67 —
51133
fabioff30
Provides AI models with direct access to official IBGE Censo 2022 and PIB data …
— ○ ⏳ — N/A N/A — — —
51134
developer-ishan
pexels Claim
MCP server for searching Pexels stock photos, videos, and curated collections.
— ○ ⏳ — N/A N/A — — —
51135
ericlucianoferreira
calendly-mcp Claim
Enables Claude to schedule, query, and cancel Calendly events via Calendly API …
— ○ ⏳ — — — — — —
51136
CSOAI-ORG
DORA (EU Digital Operational Resilience Act) compliance for AI agents. 5-pillar…
— ○ ⏳ — N/A N/A — — —
51137
clauxel
A paid remote MCP for AI agent browser DevTools MCP, built to return verdicts, …
— ○ ⏳ — — — — — —
51138
natkitten
Enables interaction with the Capacities.io note-taking API via MCP, supporting …
— ○ ⏳ — — — — — —
51139
L-Chris
weflow-mcp Claim
Enables to access and manage WeChat data (sessions, contacts, Moments) through …
— ○ ⏳ — N/A N/A — — —
51140
teatak
An MCP server that runs in the browser, letting web pages register custom tools…
— ○ ⏳ — N/A N/A — — —
51141
Glebenjoy
DexScreener on-chain market data: search pairs, tokens, pools, trending tokens.…
— ○ ⏳ — N/A N/A — — —
51142
axel-belfort
NFT collection analytics API for AI agents. Floor price, 24h volume, total supp…
— ○ ⏳ — — — — 81 —
51143
andrewgazelka
arc-mcp Claim
Enables semantic browser automation for the Arc browser, allowing users to perf…
— ○ ⏳ — N/A N/A — — —
51144
KM-it-ops
memory-mcp Claim
A local stdio MCP server that exposes a shared brain (read/search/write) over ~…
— ○ ⏳ — N/A N/A — — —
51145
MindMadeLab
A Python-based MCP server that bridges MCP-compatible clients with the Gmail AP…
— ○ ⏳ — — — — — —
51146
Rexcraig
AgentRamp Claim
Auto-generate a hosted MCP server from any SaaS product URL in minutes. No code…
— ○ ⏳ — — — — — —
51147
AiAgentKarl
Provides AI agents with access to trending topics from Reddit and HackerNews us…
— ○ ⏳ — — — — — —
51148
alex-on-ai
WebReaper Claim
AI-native web scraper: scrape, crawl and map any site to clean markdown over st…
— ○ ⏳ — N/A N/A — — —
51149
zhangxiany-tamu
StatTools Claim
MCP server that lets AI agents discover and call R and Python statistical funct…
— ○ ⏳ — N/A N/A — — —
51150
tchivs
🚀 AkTools Pro: 增强型金融 MCP 服务器。内置策略回测、模拟盘管理及实时异动监控。
— ○ ⏳ — N/A N/A — 95 —
Showing 51101–51150 of 69199 servers