MCP Server Quality Scores

Independent quality analysis of 66427 public MCP servers

66427
Discovered
31779
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64601
Whale0928
Enables automatic creation and management of weekly work reports in Korean thro…
N/A N/A 95
64602
patrickomatik
Provides comprehensive file system operations including reading, writing, searc…
N/A N/A
64603
Kerry1020
Free geospatial MCP server for AI agents, providing geocoding, reverse geocodin…
64604
carlosvidal
Enables managing blog posts on Taita Blog via natural language, including creat…
N/A N/A
64605 N/A N/A 95
64606
TelcharFromNogrod
keen Claim
AI image upscaling — upscale any image to 2x or 4x resolution with x402 payments
N/A N/A
64607
mosesliao
A read-only MCP server that connects Claude to the Northwind sample PostgreSQL …
N/A N/A
64608
clauxel
Remote MCP for Android CLI agent build gate, structured receipts, audit logs, a…
64609
CSOAI-ORG
Scam and fraud detection for AI agents. Instant scam check, phishing URL analys…
N/A N/A 95
64610
EvandroSchechtel
Connects AI agents to the WhatsApp Business Cloud API, allowing them to send me…
81
64611
iosif2
OpenData MCP Claim
OpenData MCP는 표준화된 MCP 인터페이스를 통해 공공데이터 자원에 대한 접근을 제공합니다. 키워드 검색으로 API 목록을 조회하고,…
N/A N/A 95
64612
helixbox
PubFi MCP Claim
Route crypto data needs through PubFi capability and gateway tools.
64613
SerhiiMaksymiv
Enables AI assistants to query, create, and manage Targetprocess entities like …
64614
NekoTarou
MCP server for KingBase (PostgreSQL-compatible) databases, enabling AI assistan…
N/A N/A
64615
andrew54068
line-cua-mcp Claim
A macOS MCP server for LINE that reads encrypted local database snapshots to fe…
N/A N/A
64616
forgemeshlabs
Scans any website to generate an Agent Readiness Report based on the ASO framew…
64617
musantro
iRacing MCP Claim
Integrates iRacing with the Model Context Protocol to retrieve profile statisti…
64618
StefanMaron
Provides AI assistants with complete visibility into AL dependencies and symbol…
N/A N/A
64619
suresh-ums
Manages Google Workspace users through the Admin Directory API, enabling user l…
64620
flexorch
flexorch-mcp Claim
Enables Claude and other MCP-compatible agents to process documents, extract st…
64621
zseta
Progi Claim
Workflow engine that teaches your agent how YOU like to get things done. So you…
N/A N/A
64622
ClawResearch-Official
Enables AI assistants to interact with the ClawResearch autonomous AI research …
64623
DevTo-AI
devto-mcp Claim
A work management MCP server for Claude Code that integrates with Jira Cloud to…
N/A N/A
64624
HCF-STUDIOS
openhermit Claim
OpenHermit is the open-source platform for deploying fleets of AI agents as pro…
N/A N/A 95
64625
ourostack
friends-mcp Claim
Exposes a tool surface for managing agent relationships and trust levels, enabl…
N/A N/A
64626
Of-Arte
An MCP server that extends AI coding assistants with deterministic, algorithmic…
N/A N/A
64627
jai2010
Semantic compression MCP server that reduces document token usage by 60-80% usi…
N/A N/A
64628
kwhittenberger
A Model Context Protocol server for Huly issue tracking with full CRUD support,…
64629
lmtNoLimit
mcp-facebook Claim
MCP server for Facebook Pages that allows creating, scheduling, and deleting po…
N/A N/A
64630
leanhduy-iuh
MCP server to prepare photo carousel uploads for TikTok by bundling images, cap…
N/A N/A
64631
SocialChamp
Social Champ Claim
Connect AI agents to Social Champ: manage channels, posts, AI content, queue, a…
64632
michaelfeng
Provides a local, persistent long-term memory service for MCP-compatible AI age…
N/A N/A
64633
jyswee
vips Claim
Creator economy platform for agents: posts, paid content, subscriptions, stream…
64634
cerase-ai
Provides multimodal understanding tools including OCR, image description, audio…
64635
Ayushmaniar
Enables PowerPoint automation on Windows, including template-based creation, re…
N/A N/A
64636
smartschool-mcp Claim 1
Access Smartschool courses, grades, assignments, and messages through the Model…
N/A N/A 81
64637
hasna
computer Claim
MCP server for AI agents to control a Mac via screen and mouse/keyboard, suppor…
N/A N/A
64638
adamhudson777
SEC EDGAR financials, insider trades, 8-K events, and 13F holdings as MCP tools.
N/A N/A
64639
shivankpndy
veil-mcp Claim
A Python framework for building MCP servers with tools and LLM adapters. Enable…
81
64640
veithly
A comprehensive MCP service for cryptocurrency data acquisition with advanced t…
64641
pipeworx-io
MCP server for accessing City of Peterborough (Ontario) open geospatial data vi…
64642
YokiiDesu
A marketplace of 13 specialist AI agents for coding assistants, offering tools …
N/A N/A
64643
erikwu
Enables reading Google Docs and Sheets and syncing content into Obsidian notes …
N/A N/A
64644
ValueArchitectsAI
sop-mcp Claim
Enables AI agents to execute multi-step Standard Operating Procedures step by s…
N/A N/A
64645
aravind-tronix
Enables interaction with SQLite databases, filesystem, AWS IAM, and Gmail throu…
N/A N/A
64646
AquibFaiyaz
railinfo-mcp Claim
Enables real-time Indian Railways information retrieval, including live train r…
64647
mattcoatsworth
A comprehensive MCP server for managing Zendesk Support, Talk, Chat, and Guide …
64648
cyanheads
Read, write, and inspect the system clipboard on macOS, Linux (X11/Wayland), an…
N/A N/A
64649
jacobwjs
Enriches Claude with tools to generate brand-consistent images using OpenAI's g…
N/A N/A
64650
zeta1113
Enables interaction with Trello boards, lists, and cards via MCP clients like C…
81
Showing 64601–64650 of 66427 servers