MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 6 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61651
Mormolykos
A local Windows desktop app and MCP server that allows AI assistants to read, s…
— ○ ⏳ — N/A N/A — — —
61652
mzkrasner
MCP server providing secure Twitter access via agent-twitter-client for profile…
— ○ ⏳ — — — — — —
61653
JOSETRA44
Enables AI agents to access economic statistics from the Central Reserve Bank o…
— ○ ⏳ — — — — 81 —
61654
derekkucera
Enable Claude to autonomously trade, analyze, and manage positions on Polymarke…
— ○ ⏳ — — — — — —
61655
mikeysrecipes
kagi-server Claim
MCP server integrating the Kagi Search API to perform web searches using the ka…
— ○ ⏳ — — — — — —
61656
john-walkoe
Validates legal citations against the CourtListener database to detect hallucin…
— ○ ⏳ — — — — — —
61657
bakalagoin
A build accelerator for AI coding assistants that scaffolds complete projects f…
— ○ ⏳ — — — — — —
61658
sgasser
Enables AI assistants to draft content such as PR descriptions, tickets, or mes…
— ○ ⏳ — N/A N/A — — —
61659
tagnonkoua-ux
Enables reading and writing to KoBoToolbox via MCP, including creating forms, d…
— ○ ⏳ — — — — — —
61660
slettmayer
An MCP server that exposes the Wunder Mobility v2 end-user API as tools, enabli…
— ○ ⏳ — — — — — —
61661
rjn32s
osint-mcp Claim
Provides 26 free OSINT tools as MCP tools for AI agents, enabling automated OSI…
— ○ ⏳ — N/A N/A — — —
61662
elvirchik
heor-agent Claim
AI-powered Health Economics and Outcomes Research (HEOR) MCP server. 14 tools f…
— ○ ⏳ — — — — 81 —
61663
TOPY-AI-LTD
Founders' AI CFO: cash and runway, month-end close, Stripe in QuickBooks, repor…
— ○ ⏳ — — — — — —
61664
Em-Deesha
Enables Gemini CLI and other AI assistants to manage todos (create, read, updat…
— ○ ⏳ — N/A N/A — — —
61665
wangyaominde
Enables AI to create, edit, and manage Mermaid diagrams via MCP, with real-time…
— ○ ⏳ — — — — — —
61666
liunan-githu
Enables text-only language models to 'see' and describe images by calling multi…
— ○ ⏳ — N/A N/A — — —
61667
kimhailey
A boilerplate for building MCP servers using TypeScript, with example tools lik…
— ○ ⏳ — N/A N/A — — —
61668
luminarylane
Connects MCP clients like Claude Desktop to Google Analytics 4 Data API, enabli…
— ○ ⏳ — — — — — —
61669
pipeworx-io
Enables querying metadata from MyVariant.info, a comprehensive variant annotati…
— ○ ⏳ — — — — — —
61670
project-you-apps
membot Claim
Membot is an MCP server that gives AI agents swappable, searchable memory store…
— ○ ⏳ — N/A N/A — — —
61671
solomonneas
n8n-ops-mcp Claim
Provides ops-focused n8n tools for MCP-compatible agents, enabling listing, ins…
— ○ ⏳ — N/A N/A — — —
61672
eric
d3-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
61673
proflulab
Convert files between formats without quality loss. Speed up your workflow with…
— ○ ⏳ — N/A N/A — 95 —
61674
jrejaud
op-mcp Claim
Enables interaction with 1Password vaults and items via the op CLI, supporting …
— ○ ⏳ — N/A N/A — — —
61675
signal-slot
Enables previewing base64-encoded images in a native GUI window using Slint, wi…
— ○ ⏳ — N/A N/A — — —
61676
PlanetMarc
Enables AI assistants to query SQL Server databases and retrieve schema informa…
— ○ ⏳ — N/A N/A — — —
61677
facundozupel
Enables professional SEO/SEM research with geolocalized keyword discovery, comp…
— ○ ⏳ — N/A N/A — — —
61678
dev-tahir
An intelligent MCP server that searches for images, labels them, combines them …
— ○ ⏳ — — — — — —
61679
MCDxAI
A Model Context Protocol server that gives AI assistants native access to Minec…
— ○ ⏳ — N/A N/A — — —
61680
naticity1-build
Multi-tenant MCP server connecting Claude to Priority ERP via OData. Supports r…
— ○ ⏳ — — — — — —
61681
i-dot-ai
Lex Claim
Provides programmatic access to UK legal documents with hybrid semantic search …
— ○ ⏳ — — — — — —
61682
h34tsink
websight Claim
Enables AI agents to see, analyze, and visually verify web page changes through…
— ○ ⏳ — N/A N/A — — —
61683
mogoon
Enables comparing Korean EV charging fees across providers and discount cards t…
— ○ ⏳ — — — — 81 —
61684
deng1986
Bridges AI agents (Codex, Claude Code) with a real Chrome session via CDP, enab…
— ○ ⏳ — N/A N/A — — —
61685
maithanhduyan
pg-mcp Claim
A Model Context Protocol server for PostgreSQL that enables database operations…
— ○ ⏳ — — — — — —
61686
salvadorthebrown
Orchestrates multiple AI models (Gemini, OpenAI, Claude, local models) within a…
— ○ ⏳ — — — — 81 —
61687
alizeeblack-code
zhihu-mcp Claim
Enables AI agents to search, read, and analyze Zhihu content including question…
— ○ ⏳ — N/A N/A — — —
61688
zjf2671
通过Model Context Protocol调用本地ComfyUI实例生成图片,支持动态替换工作流中的提示词和尺寸等参数。
— ○ ⏳ — — — — — —
61689
FoundryNet
Domain & brand intelligence: company enrichment, tech stack detection, brand re…
— ○ ⏳ — — — — — —
61690
abhishekbhakat
Enables AI-to-AI consultation for critical thinking and complex reasoning via O…
— ○ ⏳ — N/A N/A — — —
61691
olivier-mj
Enables AI assistants to monitor and manage Proxmox VE infrastructure, includin…
— ○ ⏳ — — — — — —
61692
datakoot
US weather, alerts, earthquakes and elevation for AI agents, from NWS/NOAA and …
— ○ ⏳ — — — — — —
61693
diegorv
A Model Context Protocol (MCP) server that provides AI assistants with secure a…
— ○ ⏳ — N/A N/A — — —
61694
lxxmng
Track ocean containers across 200+ shipping lines by container, bill of lading,…
— ○ ⏳ — — — — — —
61695
pipeworx-io
Wraps the Metals-API to provide real-time precious metals data (gold, silver, p…
— ○ ⏳ — — — — — —
61696
povfarwa
Enables autonomous digital forensics and incident response through 21 typed for…
— ○ ⏳ — N/A N/A — — —
61697
octocode Claim 1
AI-powered code indexer with semantic search and knowledge graphs
— ○ — N/A N/A — 81 —
61698
VoltaHQ
MCP server for the At Par Trading API — trade crypto, manage portfolios, and ac…
— ○ ⏳ — — — — — —
61699
fastmcp-me
Provides forward/reverse geocoding, bounding box extraction, nearby places disc…
— ○ ⏳ — N/A N/A — — —
61700
aaronsb
Bridges AI assistants to Linux D-Bus for system interaction, enabling clipboard…
— ○ ⏳ — N/A N/A — — —
Showing 61651–61700 of 69052 servers