MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60651
firstexhotic
AI Applyd Claim
ATS resume scoring, interview prep, resume optimization, and job analysis. 10 t…
81
60652
Kinglions
Design-to-code artifact pipeline for UI screenshots, Figma node data, and visua…
N/A N/A
60653
Devrajsinh-Jhala
npx-vibe Claim
Read-only npm package and project dependency preflight tools for AI application…
N/A N/A
60654
ndigrazia
Dynamically exposes over 100 Jira Software Cloud REST API operations as fully t…
60655
Aravindargutus
Enables users to validate MCP servers, skills, extensions, and packages for sch…
N/A N/A
60656
Common-ka
Enables MCP-compatible clients like Codex to delegate tasks to the Antigravity …
N/A N/A
60657
sumithr
sumo-qa Claim
An MCP server that brings senior-QA discipline to AI coding assistants, enablin…
N/A N/A
60658
sahilyadav902
An MCP server for Gmail that allows AI assistants to read, search, compose draf…
N/A N/A
60659
flarelink-dev
Flarelink Claim
Build on the Flarelink stack — Cloudflare auth, D1, and R2 — from your AI codin…
N/A N/A
60660
yoniler82
An MCP server that brings the Phenom Angular Design System into Claude Code and…
60661
SachinPandey22
Provides Claude with Gmail capabilities including sending emails, managing draf…
N/A N/A
60662
IllyaStarikov
An MCP server that provides full read/write access to OmniFocus, enabling AI as…
N/A N/A
60663
Sunwood-ai-labs
Provides text-to-speech functionality via VoiceVox, enabling Claude to generate…
N/A N/A
60664
ALLY596
voice-mcp Claim
An MCP server for AI voice synthesis with an inline audio player, allowing user…
60665
hoeongj
ssuMCP Claim
숭실대학교의 모든 정보 제공과 자동화 에이전트 기능을 MCP 표준 도구로 제공하는 공개 서버 지속적으로 업데이트 및 기능 추가 중입니다 공…
60666
codepawl
MCP-first UI/UX review layer for AI-generated frontends. Enables reviewing web …
N/A N/A
60667
Souvikns
AsyncAPI-MCP Claim
An MCP server that gives AI assistants access to the AsyncAPI specification - s…
60668
Aniketsingh12
An MCP server that gives LLMs tools to manage leads, track pipeline stages, log…
N/A N/A
60669
wernerpe
MCPacer Claim
An AI-powered running coach that connects Claude to your Strava data, providing…
N/A N/A
60670
skuzadev
WpfPilot MCP Claim
MCP server for AI agents to automate Windows WPF apps with semantic UI Automati…
N/A N/A
60671
vredrick
Enables intelligent access to React Native Godot documentation, examples, API r…
81
60672
raboley
ado-mcp Claim
An MCP server that provides Azure DevOps integration for AI assistants, enablin…
60673
JasonLinjc
Enables executing commands on remote SSH hosts, with full support for bastion/j…
N/A N/A
60674
nielspeter
Enables real-time code analysis for JavaScript, TypeScript, and Python through …
N/A N/A
60675
Clement-Okolo
Provides real-time weather alerts and forecasts for US locations by integrating…
60676
do-community
Enables checking domain availability using WHOIS and DNS resolution, with suppo…
60677
goncalompontes
Mind Forge Claim
Ingest, query, and generate study materials from documents (PDF, DOCX, Markdown…
N/A N/A
60678
neugence
MCP server for Whipscribe — transcribe audio and video from a URL or local file…
N/A N/A
60679
smartlabsAT
Enables browser automation and web interaction control through Playwright, allo…
N/A N/A
60680
elyxlz
Enables LLMs to read messages, discover channels, send messages, and monitor Di…
N/A N/A
60681
Marvisatron
everos-mcp Claim
Connects Claude Code to a local EverOS instance for searching and storing long-…
N/A N/A
60682
robotmcp
A modular MCP server with automatic submodule integration, OAuth 2.1, Supabase …
60683
pipeworx-io
mcp-adzuna Claim
Provides access to Adzuna's global job-board aggregation, enabling job search, …
60684
Boti-Ormandi
memscope-mcp Claim
Enables AI agents to perform low-level Windows process memory research, includi…
N/A N/A
60685
opensensor
Enables AI assistants to interact with Netflix Conductor Workflow Engine for tr…
81
60686
ashlrai
webfetch Claim
License-first federated image search across 25 providers. Returns open/platform…
60687
helmi75
A read-only MCP server that enables LLMs to safely explore and query any SQLite…
N/A N/A 95
60688
Universal MCP server for local filesystem skills with lazy loading and context-…
N/A N/A 81
60689
Espen-PublAI
frsync-mud Claim
Enables AI agents to interact with the Final Realms: Legacy MUD through tools f…
60690
Krat12
Self-hosted hybrid code search MCP server with text, symbol, and semantic searc…
N/A N/A
60691
ryanfangk
MCP server that enables Claude to dynamically rebrand and restock a themeable m…
N/A N/A
60692
saksham-jain177
GitBridge Claim
Enables AI assistants to analyze GitHub repositories, including fetching reposi…
60693
ozgureyilmaz
Enables efficient code execution in a secure sandbox with 98.7% token reduction…
N/A N/A 95
60694
jonathan.martinez
cfb Claim
N/A N/A 95
60695
vikram-agentic
Enables automated LinkedIn lead generation and outreach through profile search,…
81
60696
geo-pera
geopera-mcp Claim
MCP server for the Geopera geospatial data platform that enables AI agents to d…
60697
abhishekshankar
Automates Google Analytics 4 and Google Tag Manager setup, management, and heal…
60698
Sharmaz
Enables LLMs to manage a phoenixd Bitcoin Lightning wallet, including creating …
60699
ducnm9
MCP server enabling LLM clients without vision capability to process images by …
N/A N/A
60700
no-lodging-or-fresh-baked-cookies
mcp-server Claim
Passport visa, entry & transit requirements for any country pair, with official…
Showing 60651–60700 of 66475 servers