MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57601
lordolami
poldex Claim
MCP server exposing PolDex commercial insurance extraction tools to AI agents.
— ○ ⏳ — N/A N/A — — —
57602
Full-Vibe
CalendarMCP Claim
Hosted Google Calendar MCP server for AI agents. No self-hosting or Google Clou…
— ○ ⏳ — — — — — —
57603
junter1989k-ai
Guatemala payments for AI agents — cards (Recurrente) via Recurrente. Never hol…
— ○ ⏳ — — — — — —
57604
ThisisBankole
Live UK bike-share availability: nearby bikes and stations, popular stations, 9…
— ○ ⏳ — — — — — —
57605
mameziane
aiponge Claim
private by default journaling, self-understanding, reflective songs, books, pla…
— ○ ⏳ — — — — — —
57606
zammitt
An MCP server that lets AI assistants look up Disney Lorcana TCG events, stores…
— ○ ⏳ — — — — — —
57607
PostPulse
PostPulse Claim
Social media scheduler for Instagram, Facebook, YouTube, TikTok, LinkedIn, X, B…
— ○ ⏳ — — — — — —
57608
Sourcery-info
Enables searching OpenAleph entities and documents using natural language queri…
— ○ ⏳ — — — — — —
57609
Thaiebu
Lightweight MCP server for adding, reading, and summarizing sticky notes persis…
— ○ ⏳ — N/A N/A — — —
57610
Hei33enberg
{GIN} verdict, M-Value AVM, market facts + semantic search for Moroccan real es…
— ○ ⏳ — N/A N/A — — —
57611
AppContext Claim 1
Live iOS Simulator and browser screenshots, logs, and a personal MCP hub for AI…
— ○ — N/A N/A — 81 —
57612
guinevere-kingsley
Enables AI agents to submit projects, track tasks, and manage work on RobotFail…
— ○ ⏳ — — — — — —
57613
hugfeature
Engram Claim
Persistent memory for AI agents with Ebbinghaus forgetting curve, semantic grap…
— ○ ⏳ — N/A N/A — — —
57614
valantic-CEC-Deutschland-GmbH
Dynamically exposes your Workoflow organization's tools as native MCP tools to …
— ○ ⏳ — N/A N/A — — —
57615
BigRedCloud
Secure MCP access to Big Red Cloud accounting data, workflows, help and trainin…
— ○ ⏳ — — — — — —
57616
dalboki
MCP server for Sonsuchup web tool that allows AI assistants to manage mystery c…
— ○ ⏳ — — — — — —
57617
quavedev
Enables AI assistants to interact with Monti APM for Meteor application perform…
— ○ ⏳ — — — — 81 —
57618
tathagat22
Slipstream Claim
A shared distillation cache for AI agents — clean-crawl a URL once, distill it …
— ○ ⏳ — — — — — —
57619
henrikkvamme
folio-mcp Claim
Enables Claude to interact with a Folio business bank account for managing acco…
— ○ ⏳ — — — — 81 —
57620
Immopix
Immopix Claim
AI photo enhancement for real estate listings.
— ○ ⏳ — — — — — —
57621
vinaybhosle
Ocean container shipping intelligence for AI agents. 24 MCP tools covering: - …
— ○ ⏳ — — — — 81 —
57622
heindewilde
yungle Claim
Ask about your Yungle transfers, share big files, download what you're sent. Ap…
— ○ ⏳ — — — — — —
57623
yedidya-buildfy
Aicon Claim
Enables AI-powered icon search, generation, and download from 275,000+ icons wi…
— ○ ⏳ — N/A N/A — — —
57624
umowy-ai
Polish law from Dziennik Ustaw: full text of statutes, daily in-force status, w…
— ○ ⏳ — — — — — —
57625
dynamicendpoints
Access sports data, news, rankings, and projections seamlessly. Retrieve the la…
— ○ ⏳ — N/A N/A — 95 —
57626
shibingli
MCP ToolKit Claim
A comprehensive MCP tools collection providing filesystem operations, command e…
— ○ ⏳ — — — — — —
57627
baominh5xx2
MCP server providing tools to chat with an AI agent, fetch weather data, and mo…
— ○ ⏳ — — — — — —
57628
Go-555
The Universal MCP Server exposes tools for automated posting and draft saving t…
— ○ ⏳ — N/A N/A — — —
57629
soobik
mcp2term Claim
Exposes an interactive terminal over MCP, enabling remote shell command executi…
— ○ ⏳ — — — — — —
57630
xiaobenyang-com
bingcn Claim
使用必应搜索快速发现相关网页。获取完整网页内容以便深入分析与引用。加速调研、整理与引用流程。
— ○ ⏳ — N/A N/A — 95 —
57631
kannandreams
A minimal, extensible MCP server to run dbt models via CLI, HTTP API, or AI int…
— ○ ⏳ — N/A N/A — — —
57632
Expert-Integrado
Conexa MCP Claim
MCP server that connects AI assistants to the Conexa business management system…
— ○ ⏳ — — — — — —
57633
noobnooc
webhook-mcp Claim
An MCP server that sends webhook notifications to a configured URL, enabling AI…
— ○ ⏳ — — — — — —
57634
Rajeev-Shyam
Read-only MCP server: query_metrics over local metric time-series (Quellgeist t…
— ○ ⏳ — N/A N/A — — —
57635
georgejeffers
An MCP server for interacting with the Etsy API, enabling listing management, s…
— ○ ⏳ — N/A N/A — — —
57636
Bipin-24
knowflow Claim
Connects documentation, GA4 search analytics, Jenkins CI pipeline, and RAGAS-st…
— ○ ⏳ — N/A N/A — — —
57637
clawborrator
Connects Claude Code instances to a clawborrator hub via WebSocket, enabling cr…
— ○ ⏳ — N/A N/A — — —
57638
socfortress
Enables natural language interaction with Velociraptor DFIR through MCP, allowi…
— ○ ⏳ — — — — — —
57639
Diego-Costa-Tech
Remote MCP server to enrich company profiles with structured B2B data and confi…
— ○ ⏳ — — — — — —
57640
alekm
Builds importable RUCKUS One Data Studio dashboards from a declarative spec, en…
— ○ ⏳ — N/A N/A — — —
57641
Cal-Dev-Tech
Give AI agents clean, LLM-ready web data — scrape any URL to markdown or extrac…
— ○ ⏳ — N/A N/A — — —
57642 — ○ ⏳ — N/A N/A — 95 —
57643
ianreboot
mcp Claim
Detect prompt injection, jailbreaks, and code injection in untrusted text befor…
— ○ ⏳ — N/A N/A — — —
57644
Store-next
Read-only Model Context Protocol server for Microsoft SQL Server. Enables safe …
— ○ ⏳ — — — — — —
57645
TranscriptMagic
Generate transcripts from YouTube, TikTok, Instagram, and Facebook videos.
— ○ ⏳ — — — — — —
57646
TylerFlar
MCP server for Piazza Q&A platform, enabling course management, post creation, …
— ○ ⏳ — — — — — —
57647
alevizio
globestudio Claim
MCP server for GlobeStudio.
— ○ ⏳ — — — — — —
57648
andrewkriley
imessage-mcp Claim
An MCP server that exposes Apple iMessage as tools for AI assistants, enabling …
— ○ ⏳ — N/A N/A — — —
57649
shayanline
msloop-mcp Claim
MCP server that provides read access to Microsoft Loop workspaces and pages by …
— ○ ⏳ — N/A N/A — — —
57650
Wally-Ahmed
Unofficial MCP server that provides GPT subagent tools using a ChatGPT subscrip…
— ○ ⏳ — N/A N/A — — —
Showing 57601–57650 of 69111 servers