MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38151
pipeworx-io
mcp-usda-fdc Claim
Provides tools to search and retrieve USDA Food Data Central information, inclu…
38152
lukaszzychal
Generates technical documentation and diagrams (C4, UML, flowcharts, Gantt, etc…
N/A N/A
38153
axel-belfort
HTML to Markdown converter API for AI agents. Convert HTML to clean Markdown: s…
81
38154
Vignesh-ViggyPiggy
Enables remote log collection from Linux machines via HTTP/HTTPS, allowing clie…
N/A N/A
38155
helmforgedev
Production-ready FastMCP server image that dynamically loads tools, resources, …
N/A N/A
38156
AntoniovanDijck
MeshMind Claim
A single MCP server that merges three context-engineering ideas into one toolse…
N/A N/A
38157
CSOAI-ORG
sleep-tracker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
38158
nullnumber1
Enables hybrid search over Telegram community message history, combining full-t…
N/A N/A
38159
Minidoracat
Establishes feedback-oriented development workflows with Web UI and desktop app…
38160
Sultonbek006
telegram-mcp Claim
A Telegram integration for Claude, Cursor, and other MCP-compatible clients, ex…
38161
mariia
mcp-1 Claim
N/A N/A 95
38162
petarnenov
Read and manage your Argulog error tracking data - issues, projects, alerts, re…
38163
zkjon
mcp-wheather Claim
Provides real-time weather information for any location using the Open-Meteo AP…
38164
hahaha-saygex
gmail-mcp Claim
Enables AI assistants to manage Gmail emails, including sending, searching, and…
38165
Lupiita4
Enables sending and managing emails via Postmark, including email delivery with…
N/A N/A
38166
ThatOneDevGuy
A Model Context Protocol server for LLM fuzzing and testing, providing secure a…
38167
MarvinRey7879
framefetch Claim
Agent-first video-data API + MCP across 6 platforms (YouTube/Shorts, TikTok, Re…
38168
jongaudu
Enables managing Ericsson Enterprise Wireless networks via three domain-specifi…
38169
benthepythondev00
Enables AI agents to search for German property listings (rent/buy) on immowelt…
38170
vulpicastor
Exposes the host device's current date and time, returning local time with time…
N/A N/A
38171
cyanheads
Convert currencies, get FX rates, and query historical ECB exchange rate data.
38172
paztek
twinkly-mcp Claim
MCP server that enables AI agents to control Twinkly lights through natural lan…
N/A N/A
38173
compiuta-origin
Enables natural language interaction with Connhex IoT platform APIs for managin…
N/A N/A
38174
zaswear
MCP server for GameCalendar database, enabling read and optional write access t…
38175
radial-hks
A Model Context Protocol server for coordinate system transformations and map p…
38176
yorickchan
Provides tools for downloading YouTube videos and audio using yt-dlp, enabling …
N/A N/A
38177
Montana
mcp-travis Claim
Enables users to manage Travis CI builds, view logs, compare builds, and get in…
38178
Neksi11
Provides AI-powered, context-aware development guidance with tools for coding r…
N/A N/A
38179
jegriffi91
An MCP server that gives AI agents the power to record, replay, and mock mobile…
N/A N/A
38180
qingleiw
Enables AI agents to list, search, read, and append to Markdown notes through M…
N/A N/A
38181
Jelloeater
A Model Context Protocol (MCP) server that connects to ActivityWatch, allowing …
N/A N/A
38182
dhannusch
Enables users to search Groq's API documentation using natural language queries…
38183
dynmie
MCP server for querying 4chan archives (Desuarchive, 4plebs, b4k, archived.moe)…
N/A N/A
38184
Howthemeaning
Enables AI assistants to manage network devices via gNMI protocol, including qu…
38185
Roxmix
AgentOS Claim
MCP server providing persistent memory, goal tracking, self-reflection, and bac…
N/A N/A
38186
AlexanderBuiko
MCP server providing time retrieval and echo tools, running as an independent n…
38187
alicetears
Provides structured instructions to Cursor for generating comprehensive system …
38188
LynxBay
Enables AI to manage and interact with a running magic-api instance, including …
38189
joshfreeland
Forward MCP Claim
Enables agents to purchase verified growth outcomes such as qualified leads, sa…
N/A N/A
38190
shellyz7107
Sends task completion notifications via QQ email with time tracking, compatible…
N/A N/A
38191
cyj0920
An MCP server that provides comprehensive debugging capabilities for J-Link deb…
N/A N/A
38192
ayushgundecha
AI-powered code review assistant that analyzes repositories for security vulner…
N/A N/A
38193
so2liu
Enables spawning, interacting with, and capturing screen output from terminal-b…
N/A N/A
38194
digaocoite
Read-only MCP server that provides Claude Desktop with access to converted Canv…
N/A N/A
38195
togethercomputer
Add the ability to execute/interpret code to your AI apps.
N/A N/A 95
38196
trssantos
Decay Memory Claim
An MCP server that gives AI agents persistent, forgetting memory with layered d…
N/A N/A
38197
devyeshtandon
Compose fake chat conversations and receive deep links to a pre-filled generato…
38198
cnghockey
lightmcp Claim
N/A N/A 95
38199
TheCodeDaniel
JobPilot MCP Claim
Transforms Claude into an AI job-hunting assistant that searches remote job boa…
N/A N/A
38200
fourleafai
Job search assistant and interview prep inside any ai tool via MCP or public sk…
Showing 38151–38200 of 67181 servers
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