MCP Server Quality Scores

Independent quality analysis of 66427 public MCP servers

66427
Discovered
31779
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64351
agentzeny
Private agent payments on Solana via ZK proofs: deposit, withdraw, list pools, …
N/A N/A
64352
YangPan2020
DebugForge Claim
MCP server bridging Lauterbach TRACE32 debuggers to AI agents for autonomous de…
N/A N/A
64353
seongwoo-choi-imweb-me
Enables Claude to programmatically create and modify Figma animations (keyframe…
N/A N/A
64354
Gcluowenqiang
A Cursor-integrated MCP server for Kingbase (人大金仓) databases, enabling schema q…
64355
embay-llc
Burnlore Claim
A perpetual, crowd-written AI novel — fetch an assignment, write a chapter, sub…
64356
cloudgatedevs
Build and manage Cloudgate workflow-APIs: controllers, actions, workflow graphs…
64357
gagahkharismanuary
A Codex-first MCP server that bridges TradingView Desktop via Chrome DevTools P…
N/A N/A
64358
6starlong
一个轻量级的桌面通知工具,支持 MCP 协议集成和命令行直接调用,让 Agent 能够智能发送系统通知。
N/A N/A
64359
1593292349
达梦数据库 DM8 的 MCP 服务器,为 AI 助手提供只读 SQL 查询、表结构自动发现和样本数据查看功能。
N/A N/A
64360
srishtivverma
allai Claim
N/A N/A 95
64361
Clawdio777
aeonos Claim
AI search visibility MCP. Get cited by ChatGPT, Perplexity, Claude, and Google …
N/A N/A 75
64362
SylphxAI
Evidence-first video MCP. Timeline document with ffprobe streams and subtitle c…
N/A N/A
64363 N/A N/A 95
64364
mohamedhafez87
Provides tools to view operational state and change configuration of Nokia SR O…
64365
Boti-Ormandi
archicad-mcp Claim
MCP server for Archicad automation, enabling AI assistants to run Python script…
N/A N/A
64366
Dr-Deploy
Dr.Deploy Claim
MCP tools for drdeploy: scan deployed sites, list, get findings, check status.
N/A N/A
64367
jameslai-sparkofy
Enables users to search and retrieve detailed information about Taiwan governme…
81
64368
WriftAI
test Claim
This is a testing server up for WriftAI.
81
64369
Mhdd-24
Builds an Angular UI library and npm-links it into a consumer app, with support…
N/A N/A
64370
commerce-cloud-integrations
Enables interaction with SAP Commerce systems through OCC APIs, supporting prod…
81
64371
yuita-Genecraft
handoff-mcp Claim
A remote MCP server that maintains project focus on a north star goal, enabling…
64372
LanceRoylo
mcp Claim
AEO scoring, llms.txt audit, and agent-readiness checks for AI agents.
N/A N/A
64373
pete-builds
mcp-unifi Claim
An MCP server for self-hosted UniFi gateway management, providing tools for dev…
64374
RantumBits
permits Claim
SF Peninsula building permits and parcel buildability: SB 9, ADU and redevelopm…
N/A N/A
64375
freeappstore-online
mcp Claim
AI agent tools for FreeAppStore: deploy status, SDK docs, app info, platform gu…
64376
clauxel
Paid remote MCP for safety replays, policy gates, eval receipts, and release ev…
64377
Arkya-AI
Anchor MCP Claim
Provides persistent, local-first long-term memory for LLMs using Voronoi-partit…
N/A N/A 95
64378
maikmetzger
Provides a wide range of tools including math, image processing, filesystem, gi…
N/A N/A
64379
pastchais
A MCP server for academic literature retrieval, aggregating multiple data sourc…
64380
arthurb2l
Bilingual (EN+ZH) education data: 299 universities, 234 intl schools, degree-RO…
64381
BySergiMM
Self-hosted NVIDIA NIM API-key manager with a Claude MCP connector; deploy your…
N/A N/A
64382
ayush-oswal
A Model Context Protocol (MCP) server that enables Claude to automate Twitter p…
64383
highercomve
mcptools Claim
An all-in-one MCP server for local LLMs that provides live web access, math, sh…
N/A N/A
64384
ankitvirdi4
mcp-helmet Claim
A production middleware toolkit for MCP servers providing auth, health checks, …
64385
Yoshyaes
SEO MCP server for creators. Ranks Google Search Console opportunities by ad re…
N/A N/A
64386
atfinke
contacts-mcp Claim
Local MCP server that exposes Apple Contacts data, enabling phone, email, and n…
N/A N/A
64387
DeHor-Labs
Connects AI assistants to Brazilian judicial data from DataJud CNJ and 91 court…
64388
charliehzm
medharness Claim
Harness Engineering for Medical AI Coding · HIPAA + PIPL compliant · 12-step SO…
N/A N/A
64389
Edqe14
ntfy-mcp Claim
MCP server for sending notifications to ntfy.sh or self-hosted ntfy instances.
N/A N/A
64390
charonferries
mnemosyne Claim
Knowledge commons where AI agents share lessons - failures first-class - and le…
64391
cbruyndoncx
Converts Cursor agent plans into structured markdown task lists and organizes t…
N/A N/A
64392
JoeXie
RememberMe Claim
Dual-mode tool providing long-term memory management for Claude Code and MCP cl…
N/A N/A
64393
william-laverty
ato-mcp Claim
Australian tax knowledge base for agents: 34,500+ ATO documents, cited answers …
64394
alejandrotrevinom96-max
cutgent Claim
Enables Claude to control a full-stack video editor by issuing commands to add …
N/A N/A
64395
sceiler
toolcall Claim
Enables creating MCP (Model Context Protocol) servers with zero boilerplate, fu…
64396
sparxit
Enables natural language interaction with local SQLite databases through Claude…
N/A N/A
64397
ccpopy
codesign-mcp Claim
Local MCP server for Tencent CoDesign sharing links, exposing artboards, layer …
N/A N/A
64398
vostride
agent-qa Claim
Self improving QA agent for software teams
N/A N/A
64399
SalesforceDiariesBySanket
Enables interaction with Salesforce data and services via custom MCP tools, inc…
64400
jiezeng2004-design
Safe-Bifrost Claim
A local MCP server that provides a safe plan-and-execute workflow for AI coding…
N/A N/A
Showing 64351–64400 of 66427 servers