MCP Server Quality Scores

Independent quality analysis of 43634 public MCP servers

43634
Discovered
29470
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35701
mrocker
cardzero-mcp Claim
Gives AI agents a smart-contract wallet on Base (USDC) with 10 stdio tools: cre…
35702
EliasOulkadi
shokunin Claim
職人 Shokunin 62 AI agent skills for OpenCode, Claude Code, Cursor, Windsurf. Chr…
N/A N/A HT
35703
octolens
Octolens Claim
Stop context-switching between work and social platforms. Monitor brand mention…
N/A N/A 95
35704
Pritrj
A production-ready Model Context Protocol server built with FastAPI, featuring …
81
35705
Wide-Moat
MCP server that gives any LLM its own computer — managed Docker workspaces with…
N/A N/A
35706
xuanlinAI
overmind Claim
玄霖超脑 · 无量网络 v4 重构版— 66 模块6通道 AI 认知神经系统 · 装一次,你所有的 AI 工具从此共享一个永远不失忆的大脑。跨会话记忆 · 多…
N/A N/A
35707
annibale-x
webshift Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
N/A N/A 95
35708
vwww-droid
Mira Claim
🔬 Mobile runtime detection workbench for AI (iOS and Android)
N/A N/A C
35709
High-Impact-Athletes
Twenty MCP Claim
A remote MCP server that connects Claude to a Twenty CRM workspace, enabling us…
81
35710
dot-RealityTest
Local-first Obsidian vault MCP server for Codex, Claude Desktop, and other MCP …
N/A N/A
35711
Xquik-dev
tweetclaw Claim
OpenClaw plugin to search tweets, search replies, post tweets, export followers…
N/A N/A
35712
rikachu225
An MCP server implementation that enables searching and retrieving research art…
81
35713
anymailfinder
mcp-server Claim 1
MCP server for Anymail Finder API - find and verify email addresses via AI assi…
N/A N/A 83
35714
DomDemetz
claude-soul Claim
Self-improving learning engine for Claude Code. Extracts signals from every ses…
N/A N/A
35715
leandrosflora
MCP server for orchestrating the consignado loan journey via WhatsApp agent, ce…
35716
leadbay
LeadClaw Claim
MCP server that enables AI agents to discover and qualify B2B leads from Leadba…
35717
Panelica
panelica-mcp Claim
Enables natural language interaction with a Panelica hosting panel to manage do…
35718
cosimo
aidentity Claim
N/A N/A 95
35719
annas-tracksuit
Enables remote MCP client connections with WorkOS AuthKit authentication, suppo…
81
35720
IBM
AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, o…
N/A N/A
35721
naivedhya27-cmyk
An MCP server that exposes SOC2 and HIPAA compliance remediation logic as struc…
35722
lukasz
poppy Claim
N/A N/A 95
35723
clauxel
A paid remote MCP for code graph MCP for AI coding, built to return verdicts, r…
35724
Yurich-ru
mcp-sessions Claim
Search and browse Claude Code conversation history across all your projects.
N/A N/A
35725
ThinkneoAI
mcp-server Claim
ThinkNEO Control Plane — Enterprise AI governance MCP server with runtime guard…
81
35726
bgauryy
octocode Claim
MCP server for semantic code research and context generation on real-time using…
N/A N/A
35727
sdsrss
A high-performance code knowledge graph server implementing MCP, indexing codeb…
N/A N/A
35728
mr-wolf-gb
Enables AI assistants to interact with JasperReports Server for report executio…
35729
ppcvote
MISP (Malware Information Sharing Platform) MCP server with built-in prompt inj…
N/A N/A
35730
MacromNex
Enables AI-powered protein structure prediction and variant analysis via Docker…
N/A N/A
35731
mrbuslov
AI Capcut MCP server for automated "talking head" video processing. Removes pau…
N/A N/A
35732
cnghockey
sats-for-ai Claim
Bitcoin-powered AI tools via Lightning Network micropayments (L402). Image, tex…
81
35733
DojoCodingLabs
🎬 Claude Code plugin — full video production studio for Remotion. AI voiceovers…
N/A N/A
35734
phrase
Use Phrase APIs from any MCP client (Claude, Cursor, etc.) with ready-to-use to…
35735
infolegalge
legal-ge Claim
Find verified legal specialists in Georgia from natural-language queries. Trili…
N/A N/A
35736
lotapi-com
LotAPI Claim
Deterministic parcel intelligence for US properties. Resolves any street addres…
N/A N/A 95
35737
vignitin
Enables natural language management of Juniper Apstra datacenter networks, incl…
35738
ayushozha
🎬 AI-powered MCP server for Adobe Premiere Pro — 1,027 tools for timeline editi…
N/A N/A
35739
CSOAI-ORG
accessibility-ai-mcp MCP server by MEOK AI Labs
N/A N/A
35740
deficlow
HyperStore Claim
Search and inspect 6,500+ curated AI apps from the HyperStore directory.
35741
AterDev
Perigon.CLI Claim
This is a tool that helps you quickly build backend services based on Asp.Net C…
N/A N/A
35742
mickmath86
Provides tools to access the Repliers API for real estate listings, property se…
35743
jimmystridh
An MCP server for Sweden's largest grocery chain Willys. Enables controlling yo…
N/A N/A
35744
rankin-works
A read-only Model Context Protocol server for Vetroscope that provides LLMs wit…
N/A N/A
35745
emceeKim
Korea's first legally-safe (Capital Markets Act compliant) finance MCP. 15 tool…
N/A N/A
35746
lancedb
A basic serverless MCP server using LanceDB to store and retrieve documents via…
N/A N/A
35747
ThuRealPapi27
A serverless AI-powered system built with Cloudflare Workers that handles multi…
N/A N/A 95
35748
bjh5098
vibe-mcp-03 Claim
N/A N/A 95
35749
formegifts
MCP server for the forme.gifts wishlist app that enables managing wishlists and…
35750
1Utkarsh1
Catch stdout pollution and handshake failures in MCP stdio servers before clien…
N/A N/A
Showing 35701–35750 of 43634 servers
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