MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32351
Scored
2112
Verified
16953
Complete

Last updated 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63951
zerople
duckdb Claim
N/A N/A 95
63952
asheshv
llm-reviewer Claim
MCP server for reviewing code changes using LLMs, supporting Copilot, Ollama, a…
N/A N/A
63953
FoundryNet
Crypto prices, market overview, DeFi TVL, whale flows & anomaly scans for tradi…
63954
O-mega-Enterprise
founden-mcp Claim
Build your company over chat: website, app, and admin built in the cloud. One A…
N/A N/A 83
63955
aauth-dev
@aauth/praca Claim
An MCP server that brokers discovery and interaction with AAuth resources, prov…
N/A N/A
63956
rauls-kjarners
A lightweight MCP bridge that lets Claude Code delegate heavy tasks to the Anti…
N/A N/A
63957
matiosera3-ops
mev-mcp Claim
An MCP server for inspecting MEV-relevant activity on Polygon, providing tools …
63958
puran-water
A water treatment process simulation engine that exposes WaterTAP capabilities …
N/A N/A
63959
wolfcao
A local-first MCP server providing persistent, project-scoped and global memory…
N/A N/A
63960
Bigabou007-dev
An MCP server providing global soft-commodity data (cocoa, coffee, sugar, cotto…
63961
bowenerchen
Production-grade cryptography toolkit with 31 MCP tools for classical, PQC, and…
63962
Edwson
Enables AI agents to access design system tokens and component contracts throug…
N/A N/A
63963
Hualiuliu6767
基于Excel MCP Server扩展,支持通过Minio远程存储访问和编辑Excel文件,实现上传、读取、修改及下载链接返回。
N/A N/A
63964
Keenan-ux
boothcheck Claim
What a stock price is betting on: implied growth, duration, and margin, read fr…
63965
badin017
ocp-mcp Claim
An MCP server for managing multiple OpenShift Container Platform (OCP) clusters…
N/A N/A
63966
mcasdfgf
Persistent fractal graph memory for AI coding agents via MCP. Semantic vector s…
N/A N/A
63967
Mhdd-24
Builds an Angular UI library and npm-links it into a consumer app, with support…
N/A N/A
63968
VantaIDE
Provides persistent, cross-session memory for AI agents using a wave-based scor…
63969
feelautom
tia-connect Claim
First industrial-grade MCP server for Siemens TIA Portal. Program PLC/HMI (SCL…
N/A N/A 95
63970
AbdurXCode
An MCP server integrating Google Gemini LLM for intelligent customer service, p…
63971
marcojourney
A local MCP server that provides controlled repository access with policy-based…
N/A N/A
63972
lazymac2x
Cloudflare Workers MCP server: llm-output-quality-monitor
63973
iflow-mcp
A Model Context Protocol server that provides SD Elements API integration. This…
63974
Heretek-RE
re-apktool Claim
MCP server for Android APK triage, providing tools to parse APK headers, list D…
N/A N/A
63975
ThiagoJacobLannes
Enables searching for products on KuantoKusta.pt with filters and retrieving de…
63976
tpinzzz
A neuro-symbolic agent that turns cryptic CP-SAT INFEASIBLE errors into plain-E…
63977
heznpc
iconnect Claim 1
MCP server for the entire Apple ecosystem — 123 tools across 14 modules. macOS …
N/A N/A 95
63978
Kirchlive
Normalized GitHub-CLI bridge for Claude Code — 89 ops, 6 families incl. federat…
N/A N/A
63979
AlexikM
gibil Claim 1
Spawns an ephemeral Ubuntu VM with project clone, shell exec, file I/O, and aut…
N/A N/A 67
63980
uppinote20
ghost-mcp Claim
MCP server for managing Ghost blogs from AI coding editors. Create, edit, publi…
N/A N/A
63981
sharpdogs
Enables AI agents to query databases via natural language using the Model Conte…
N/A N/A
63982
sjgant80-hub
MCP server that exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as …
N/A N/A
63983
@damianlevy1987-prog
test Claim
N/A N/A 95
63984
varun123936
Enables natural language management of blog posts and comments through a decoup…
63985
srotzin
Hive Passport MCP
63986
Statelode
StateLode Claim
Shared task layer for AI coding agents. One MCP surface: task_search, task_get,…
63987
shuangzixing1976
Bazi MCP Claim
MCP server for accurate Bazi calculations, enabling personality analysis, desti…
63988
deinai
AI influencer search on TikTok, Instagram, YouTube. Deinai MCP token required; …
63989
Bambara123
gpt-mcp Claim
A local MCP server that enables Claude to generate images using the OpenAI API.
N/A N/A
63990
loykim621-lab
An MCP server that enables searching Korean government startup grants, checking…
63991
jfikrat
MCP Gateway Claim
A service orchestration layer for the Model Context Protocol. Manages multiple …
N/A N/A
63992
RevivrStudios
SpatialLens Claim
Parses USD/USDZ/USDA files into structured JSON for AI agents, enabling scene g…
N/A N/A
63993
tuhinmallick
A template for creating custom MCP servers in Python using uv, with integration…
N/A N/A
63994
kambleakash0
ast-editor Claim
AST-targeted code editing MCP server with 28 surgical tools for structural edit…
N/A N/A
63995
NeverDrunkMasterQian
Enables AI agents to store and recall memories in a spherical coordinate space …
N/A N/A
63996
nerd-exam
NerdExam Claim
Search 2,700+ IT certification practice exams from Microsoft, Cisco, CompTIA, A…
N/A N/A 95
63997
tan-interspace
A lightweight MCP server that connects to WordPress via REST API, enabling cont…
N/A N/A
63998
servants-of-the-server-fire
paraph-mcp Claim
MCP server for the Paraph e-signature API that enables AI tools to fill PDF for…
63999
geraservicesuk
GeraNexus MCP (placeholder) — open Agentic Commerce Protocol by Gera Services. …
N/A N/A 95
64000
gitByEOS
基于MCP协议的聊天桥接服务器,允许多个AI Agent接入同一个聊天室进行对话协作。
Showing 63951–64000 of 67291 servers