MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56801
yubinkim444
repo-memory Claim
A different approach from typical persistent-memory MCPs. Instead of a local SQ…
N/A N/A
56802
openascot
Enables AI assistants and CLI tools to explore and analyze datasets from 600+ g…
81
56803
sliday
MCP server for searching Google Fonts and generating complete CSS/Tailwind typo…
56804
jihoho12
Automatically organizes and merges learned CS knowledge into a graph structure …
N/A N/A
56805
ptbsare
FastMCP server to interact with the Overseerr API for movie and TV show request…
56806
heltonteixeira
Provides RAG capabilities for semantic document search using Qdrant vector data…
81
56807
madfreakz
MCP server to read daily activity, sleep, heart rate, and body metrics from Goo…
N/A N/A
56808
MyrikLD
komodo-mcp Claim
Manage Komodo DevOps platform resources (servers, containers, stacks, builds) d…
56809
MatthewDavisAIArchitect
Log, evaluate, and ground AI decisions against authority context. Returns PASS,…
56810
kwinsch
An MCP server for intelligent web content extraction from JavaScript-heavy site…
N/A N/A
56811
Sav1ouR520
专为教师设计的小雅智能教学平台教育管理MCP服务器,集成课程资源管理、题目创建、试卷配置、班级查询、签到统计、任务测验与批阅等功能。
56812
ahmeedgamil
semhood Claim
AST-based semantic code search; results ship with their call graph (calls + cal…
N/A N/A
56813
motecloud
# Motecloud Memory MCP Motecloud is durable memory infrastructure for AI agent…
81
56814
CycSpring
draw.io MCP Claim
Enables local Draw.io diagram creation, editing, and export via MCP tools, usin…
N/A N/A
56815
AB94-nextleap
A secure tool bridge to Google Docs and Gmail via OAuth 2.0, with a console app…
N/A N/A
56816
woladi
sugestim Claim
Enables recognition and defense against covert influence patterns (Milton Model…
N/A N/A
56817
XFWang522
vidscribe Claim
Transcribe any video URL to text with one command, supporting 1000+ sites via y…
N/A N/A
56818
EodHistoricalData
Enables interaction with EOD Historical Data APIs, providing access to 75 read-…
56819
usdv-capital
Real estate market intelligence, financial calculators, and capital advisory to…
81
56820
benmilne-com
benmilne Claim
Search and read essays by Ben Milne on payments, stablecoins, and company build…
56821
gabrielmahia
ardhi-mcp Claim
MCP server for Kenya land administration — title search, land rates, subdivisio…
N/A N/A
56822
ratbyte
RX-Radar Claim
[![smithery badge](https://smithery.ai/badge/ratbyte/rxradar)](https://smithery…
81
56823
mrexodia
Test MCP Claim
A minimal MCP server template for testing and development, providing example im…
N/A N/A
56824
kapruka
Enables searching and retrieving Sri Lankan business reviews and doctor profile…
56825
MukundaKatta
case-mcp Claim
MCP server: convert a string between case styles. Smart splitting handles mixed…
56826
skrul
Enables AI assistants to control Pro Tools via the PTSL gRPC API, providing ses…
N/A N/A
56827
ShunsukeHayashi
Enables AI-driven orchestration of GitHub development workflows including autom…
81
56828
mcpslim
notion-slim Claim
A token-optimized MCP server for Notion that reduces context window usage by 73…
56829
acfstandard
acf-mcp Claim
Enables AI agents to reason about the ACF governance standard for autonomous AI…
N/A N/A
56830
lazymac2x
Cloudflare Workers MCP server: ai-agent-scratchpad
56831
CleanCodeStar
Enables AI assistants to interact with PostgreSQL databases through MCP, suppor…
56832
zackbissell
A powerful AI-driven tool that helps developers create beautiful, modern UI com…
81
56833
Probanza-ar
Unified MCP server for Argentine legal sources, enabling access to 11 databases…
N/A N/A
56834
WeiYu021
Enables generating and editing images using OpenRouter's API with Gemini 2.5 Fl…
81
56835
ai-zar
Enables AI assistants to manage Paperclip AI agents, issues, goals, approvals, …
56836
davidmosiah
Oura MCP Claim
Local-first MCP server that connects AI agents to your Oura Ring readiness, sle…
56837 N/A N/A 95
56838
Omnidim
Official MCP server for OmniDimension. Drive voice agents, dispatch calls, and …
56839
Noves-Inc
canton-mcp Claim
Query Canton Network balances, rewards, transactions, prices, and identity from…
N/A N/A
56840
franlealp1
Enables AI assistants to create, read, and manipulate Microsoft Word documents …
N/A N/A 95
56841
payhumans
The human API for AI agents. When your agent hits a task it can't do — verify a…
81
56842 N/A N/A 95
56843
EmiyaKatuz
Transcribe local audio and video with CrispASR and local models only.
N/A N/A
56844
VJagiasi
Enables AI assistants to access real-time Transport for London data, including …
56845
weiting-tw
mcp-email Claim
MCP server that enables email management (send, read, search, delete, etc.) via…
N/A N/A
56846
AriaShishegaran
kegg-mcp Claim
An MCP server that exposes the KEGG REST API — pathways, genes, compounds, reac…
56847
GerardoBarrera
PDFMakerAPI Claim
Turn a description into a shareable, editable PDF — invoices, certificates, rep…
56848
CSOAI-ORG
flashcard-ai-mcp MCP server by MEOK AI Labs
N/A N/A
56849
CSOAI-ORG
self-healing-infrastructure-mcp MCP server by MEOK AI Labs
N/A N/A
56850
dmang-dev
mcp-bizhawk Claim
Drive the [BizHawk](https://github.com/TASEmulators/BizHawk) multi-system emula…
N/A N/A
Showing 56801–56850 of 56925 servers