MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58651
prassanna-ravishankar
clearml-mcp Claim
A lightweight Model Context Protocol (MCP) server that enables AI assistants to…
— ○ ⏳ — — — — — —
58652
fastman
mcp-kaneo Claim
MCP server for Kaneo task management API. Lets your AI coding assistant manage …
— ○ ⏳ — — — — — —
58653
joegra2003
metamodel Claim
AI-callable calculators and engineering models with real formulas. No hallucina…
— ○ ⏳ — N/A N/A — 95 —
58654
YuanHuakk
MCP server for JavaScript reverse engineering and browser debugging.
— ○ ⏳ — N/A N/A — — —
58655
jpnqs
Enables AI agents to run Jest/TypeScript tests in isolated workspaces for Test-…
— ○ ⏳ — N/A N/A — 95 —
58656
openmost
Enables AI models to interact with Matomo analytics through a complete MCP serv…
— ○ ⏳ — N/A N/A — 95 —
58657
Hyeonu-Cha
MCP server for .NET coverage: run tests, parse Cobertura, find uncovered branch…
— ○ ⏳ — N/A N/A — — —
58658
aimsise
Six pure, in-memory CSS color tools: parse, convert, WCAG/APCA contrast, gamut …
— ○ ⏳ — N/A N/A — — —
58659
Aimiten
hilma-mcp Claim
MCP server for Finnish public procurement notices (Hilma). Built by Aimiten.
— ○ ⏳ — N/A N/A — — —
58660
AndurilCode
Accordo Claim
A YAML-driven workflow guidance MCP server that enables AI coding agents to fol…
— ○ ⏳ — N/A N/A — — —
58661
ilya7-eng
Agent-to-agent marketplace: AI agents list and buy data, services and compute. …
— ○ ⏳ — — — — — —
58662
GabrielRamirez
A Model Context Protocol (MCP) server that connects Trello to Claude Code. Mana…
— ○ ⏳ — N/A N/A — — —
58663
goodvat
goodvat Claim
Enables AI assistants to answer tax compliance questions (VAT, sales tax, GST) …
— ○ ⏳ — — — — — —
58664
liliangshan
A MCP MySQL server with DDL support, permission control and operation logs.
— ○ ⏳ — — — — — —
58665
PixelCove
Checks whether AI search engines cite your domain for a prompt. From $0.15/call…
— ○ ⏳ — — — — — —
58666
bradenpan
Enables comprehensive management of Google Ads accounts by allowing users to cr…
— ○ ⏳ — — — — 81 —
58667
shreyyzsh
Integrates the US National Weather Service API with Claude Desktop to provide r…
— ○ ⏳ — — — — 81 —
58668
jaidhyani
Enables access to browser data (tabs, history, bookmarks) from Chromium-based b…
— ○ ⏳ — N/A N/A — — —
58669
mandoo180
emacs-mcp Claim
An MCP server that bridges Claude Code with Emacs via emacsclient, enabling buf…
— ○ ⏳ — N/A N/A — — —
58670
Steeve-Crypto
A local, privacy-first MCP server that orchestrates Ghidra, Binary Ninja, x64db…
— ○ ⏳ — N/A N/A — — —
58671
dvnc-labs
Inspect local video and audio files with ffprobe, returning structured metadata…
— ○ ⏳ — N/A N/A — — —
58672
HorizunGroup
Open-source MCP server for Power BI Desktop, DAX, PBIP, TMDL and PBIR automatio…
— ○ ⏳ — N/A N/A — — —
58673
forgemeshlabs
AI-native commercial disruption intelligence for MCP clients and x402-powered a…
— ○ ⏳ — — — — — —
58674
WJZ-P
Automates video and image-text publishing on Douyin's creator platform using Ch…
— ○ ⏳ — N/A N/A — — —
58675
ugarchance
An MCP server that uses Google's Gemini API to analyze videos and convert them …
— ○ ⏳ — — — — — —
58676
wyre-technology
MCP server for Unitrends Backup — appliances, jobs, recovery points, replicatio…
— ○ ⏳ — — — — — —
58677
XENOMORPH0
Enables LLM agents to analyze portfolios and execute orders on the Indian stock…
— ○ ⏳ — — — — — —
58678
0x01feng
FlowSpec MCP Claim
A PRD-first multi-agent MCP server that wraps agent definitions, collaboration …
— ○ ⏳ — N/A N/A — — —
58679 — ○ ⏳ — N/A N/A — 95 —
58680
jimiaki7
aster-guard Claim
Enables scanning MCP server configurations for security risks like prompt injec…
— ○ ⏳ — N/A N/A — — —
58681
IQAIcom
Enables AI agents to interact with DefiLlama's DeFi data aggregator, providing …
— ○ ⏳ — N/A N/A — — —
58682
Asma-Amin
Helps job seekers tailor their resume and generate cover letters against a spec…
— ○ ⏳ — — — — — —
58683
pathennessy
socrata-mcp Claim
An MCP server that provides tools to search, query, and aggregate data from any…
— ○ ⏳ — — — — — —
58684
jbalbu01
Enables research on prospects, pull call transcripts, and enrich leads using Go…
— ○ ⏳ — — — — — —
58685
skunkobi
MCP server for E.Leclerc Drive that enables searching products, managing a cart…
— ○ ⏳ — — — — — —
58686
adityafba
MCP server for accessing Indonesian local government data from Satu Data Ngawi.…
— ○ ⏳ — — — — — —
58687
banjtheman
Enables AI assistants to create complete Ren'Py visual novel games with AI-gene…
— ○ ⏳ — N/A N/A — — —
58688
iAmStarter
iStdBMAD Claim
A local MCP server that provides all 42 BMAD AI development skills to multiple …
— ○ ⏳ — N/A N/A — — —
58689
universal-mcp
This repository contains an implementation of an Miro Universal MCP (Model Cont…
— ○ ⏳ — — — — — —
58690
kjessie00
Helps users prepare Korean neighborhood inconvenience reports by classifying is…
— ○ ⏳ — — — — — —
58691
Seeed-Studio
An MCP server that enables AI assistants to analyze schematics, inspect PCBs, t…
— ○ ⏳ — N/A N/A — — —
58692
permacopia3223
MCP server providing code review, auto-fix, test running, linting, formatting, …
— ○ ⏳ — N/A N/A — — —
58693
lilium360
myBrAIn Claim
MCP server that provides persistent memory and contextual awareness to language…
— ○ ⏳ — N/A N/A — — —
58694
vijayanan6
A custom MCP server providing tools for date/time, calculations, mock weather, …
— ○ ⏳ — — — — — —
58695
SwamiRama
MCP server for SolidTime — the open-source time tracking app. Enables start/sto…
— ○ ⏳ — — — — — —
58696
bakebakebakebake
agent-memory Claim
MCP server for zero-config, traceable long-term memory using SQLite, enabling a…
— ○ ⏳ — — — — — —
58697
sjgant80-hub
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
— ○ ⏳ — N/A N/A — — —
58698
MattCarpenter-Workato
Enables playing a Workato-themed text-based RPG through MCP tools, allowing use…
— ○ ⏳ — — — — — —
58699
Boti-Ormandi
archicad-mcp Claim
MCP server for Archicad automation, enabling AI assistants to run Python script…
— ○ ⏳ — N/A N/A — — —
58700
ajtgjmdjp
taxfolio-mcp Claim
Enables tax-loss harvesting and tax-aware portfolio rebalancing via LLM agents,…
— ○ ⏳ — N/A N/A — — —
Showing 58651–58700 of 69093 servers