MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32341
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59501
lingeerr
symath Claim
High-precision mathematics server for MCP clients, providing exact integer arit…
N/A N/A
59502
muhammedehab35
PilotOps MCP Claim
Enables AI-driven incident response by connecting Claude to monitoring tools li…
59503
ndcorder
codex-bridge Claim
MCP server that lets Claude Code ask GPT Codex for adversarial planning, code r…
N/A N/A
59504
Mormolykos
An MCP server that evaluates whether retrieval methods and AI outputs are groun…
N/A N/A
59505
liusite66-dev
papermate Claim
This MCP server enables AI models to format academic papers into Word documents…
N/A N/A
59506
coddieapp
Secure read-only access to Coddie project planning data, enabling AI assistants…
59507
ppl-ai
perplexity-ask Claim
Connector for Perplexity API, to enable real-time, web-wide research.
86
59508
maxancedecot
Gripp MCP Claim
MCP server for the Gripp API, enabling CRUD operations on Gripp entities with b…
59509
antsincgame
Provides root access to all Appwrite projects, enabling management of projects,…
59510
Faresabdelghany
Enables comprehensive GitHub project management with 20 tools for issue trackin…
81
59511
csanad-bc
testmcp Claim
N/A N/A 95
59512
leonluo2008-ops
A universal MCP server that runs creative sub-agents (chapter writer, auditor, …
59513
domnussbaum
mcp-otobo Claim
MCP server for Otobo ITSM enabling AI assistants to search, create, update, and…
59514
trinknx
Exposes Amazon Selling Partner API tools for sellers to manage orders, inventor…
59515
amalikn
MCP server for the Obsidian CLI with controlled profiles for governed read-only…
N/A N/A 95
59516
dangamsoft
cafe-mcp Claim
Korean Saju (Four Pillars / 사주명리) birth-chart analysis — 5 free tools: chart, f…
59517
aleks-yustas
Local MCP server that provides current weather, forecast, summary, and weather …
59518
jacobmentalconstruct
An MCP server that exposes a suite of developer tools and apps via a shared too…
N/A N/A
59519
RHMDHDYT
Enables interaction with Google Chat via MCP using the internal Dynamite API, a…
N/A N/A
59520
olk
mem0-mcp Claim
MCP protocol server exposing Mem0 AsyncMemory API for AI agent context retention
59521
galthran-wq
Memex Claim
Personal knowledge base MCP server enabling AI agents to search, read, and add …
59522
JinNing6
tiangong-mcp Claim
An MCP server for the TianGong platform, enabling users to forge, share, and cu…
59523
lilaflo
Enables AI clients to manage Trilium Notes with full CRUD operations, search, c…
N/A N/A 95
59524
Replicant-Partners
Provides tools for semantic decomposition, proof search, knowledge graph operat…
81
59525
myeverydaydriver
# MED Vehicle Intelligence **Expert car repair and maintenance advisory tool…
81
59526
thegoodguysla
myco-brain Claim
Myco Brain gives AI agents persistent, source-traceable memory and a knowledge …
59527
lvmp
Provides Flutter best practices, code analysis, and state management recommenda…
N/A N/A
59528
hanyeol
Docker Compose for AI workflows. Define AI agents, RAG pipelines, MCP servers, …
N/A N/A
59529
lea-blum
Local MCP server for token optimization, providing tools to compress code/JSON,…
N/A N/A
59530
Akhilucky
Multi-agent LLM security layer detecting prompt injection and jailbreaks.
N/A N/A
59531
samuelar2
mcp Claim
Email for AI agents: inboxes, send/reply/forward, search, threads, webhooks — 2…
N/A N/A
59532 N/A N/A 95
59533
kindrat86
agentmail Claim
Provides AI agents with compliance screening (OFAC sanctions, risk scoring, Kno…
59534
hoeongj
ssuMCP Claim
숭실대학교의 모든 정보 제공과 자동화 에이전트 기능을 MCP 표준 도구로 제공하는 공개 서버 지속적으로 업데이트 및 기능 추가 중입니다 공…
59535
ylz201
keyvault Claim
Enables AI agents to securely manage API keys and secrets via the MCP protocol,…
N/A N/A
59536
luuu-h
MCP server for controlling local music playback via NetEase Cloud Music, enabli…
N/A N/A
59537
kwaude
Enables AI agents to interact with the XMTP decentralized messaging network. Su…
81
59538
yehudit-alfa
Enables users to query weather information for Israel via Playwright browser au…
N/A N/A
59539
dinesh36
Enables interactive chat with AI models via Anthropic API, with controlled file…
N/A N/A
59540
Group-Taiga
Lets MCP-compatible hosts like Claude and Cursor use Lunaar's AI building block…
59541
Blakeem
Orchestrates AI agents through structured markdown documents, enabling multi-ag…
N/A N/A
59542
tabbykat113
ksp-mods-mcp Claim
MCP server for searching Kerbal Space Program mods from the CKAN index, with to…
N/A N/A
59543
liquid-public
coinvest-mcp Claim
Local MCP server that exposes Liquid Co-Invest's trading data and order tools t…
N/A N/A
59544
joshlijo
Provides a suite of tools for searching movies, checking showtimes, and managin…
81
59545
wyre-technology
mimecast-mcp Claim
MCP server for Mimecast Email Security — message tracking, threat intelligence,…
59546
MananSingh2001
figma-react Claim 1
An MCP server that converts Figma designs into React code.
N/A N/A 95
59547
advenimus
Enables AI assistants to fully access and manage SyncroMSP resources including …
59548
ictahmadreza-source
ahmad Claim
N/A N/A 95
59549
it370
mock-mcp Claim
A minimal local HTTP MCP mock server for development and testing, providing pre…
N/A N/A
59550
rubencodex86
MCP server that exposes the Moloni ON GraphQL API to AI clients, providing a cu…
Showing 59501–59550 of 67286 servers