MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50551
universal-mcp
Enables integration with Gong's sales platform through MCP, providing access to…
50552
skyphusion-labs
search-mcp Claim
Provides an MCP server with a search tool for agents, backed by Cloudflare AI S…
50553
applyallinc
ApplyAll Claim
Search for jobs and apply to jobs.
50554
elliot-evno
ddg--mcp6 Claim
A basic MCP server template with example tools for echoing messages and retriev…
N/A N/A 95
50555
joshuarileydev
Supabase MCP Server for managing and creating projects and organisations in Sup…
N/A N/A 95
50556
nadine302324-commits
Intelligence data concerning behavioral population habits.
81
50557
gsccoelho
A Python MCP server that generates complete Vue 3 CRUD structures with Composit…
N/A N/A
50558
JrJuni
Enables recording and analyzing coding practice attempts, comparing LLM verdict…
N/A N/A
50559
coliving-search Claim 1
Search 14,000+ verified coliving and coworking spaces with pricing, amenities, …
N/A N/A 81
50560
codyslater
Gives any text-based AI a voice and ears inside a Discord voice channel by tran…
N/A N/A
50561
rjpruitt16
Aquifer Claim
A MCP Runtime for dealing with spiky agentic traffic in golang
50562
ason-format
Enables compression and decompression of JSON data using the token-optimized AS…
N/A N/A
50563
oopslab-fyi
Un servidor MCP para crear, almacenar y recuperar notas de texto a través de un…
N/A N/A
50564
Alierkn
vmd-mcp Claim
Drive VMD headlessly from any MCP client to analyze structures and trajectories…
N/A N/A
50565
Grayhood144
An MCP server that enables AI coding tools to save, list, and read code snippet…
N/A N/A
50566
omermaksutii
mnemo Claim
Persistent memory for Claude Code. Your AI never starts from scratch again.
N/A N/A
50567
forgemeshlabs
Scans websites to evaluate agent-readiness and produce an ASO Score Report acro…
N/A N/A
50568
Hebbrix
Provides long-term memory and a temporal knowledge graph for AI agents, enablin…
50569
EHrekov
Enables conversational product search and validation for e-commerce catalogs, w…
50570
fmeies
Enables AI assistants to query etracker analytics data such as page views, conv…
N/A N/A
50571
olaservo
A TypeScript MCP server delivering a vendored 'dangerous skills' corpus and adv…
50572
hariombangari
A comprehensive prompt library for frontend developers covering React, frontend…
N/A N/A
50573
alchiebinan21
MCP server that connects to a Laravel Tasks API, enabling AI assistants to perf…
N/A N/A
50574
j-token
codex-mcp Claim
MCP server wrapping OpenAI Codex SDK to run Codex agents for code generation, d…
N/A N/A
50575
SnowLightPath
A single MCP server that gives Claude, ChatGPT, Codex, and any MCP-compatible A…
N/A N/A
50576
AnassKartit
Enables Claude to generate and edit images using Google Gemini AI.
50577
mayflower
ContextMine Claim
Self-hosted documentation and code indexing with MCP integration.
N/A N/A
50578
pyofart
toolkit-mcp Claim
An MCP server offering developer utilities including JSON validation, base64 en…
50579
Demolinator
MCP server for Autodesk Revit via pyRevit, providing 45 tools for building desi…
N/A N/A
50580
gitnoah1
A Minecraft bot controlled by Claude over MCP, enabling natural-language comman…
N/A N/A
50581
git-quick-stats
Exposes git-quick-stats commands as MCP tools to analyze git repositories via n…
N/A N/A
50582
hwyang2003
Enables speech-to-text transcription and summarization of lecture audio using N…
N/A N/A
50583
MaidToShelly
Algorand ecosystem knowledge layer as an MCP server, enabling identification of…
N/A N/A
50584
chochinlu
An MCP server that integrates AI assistants with the Flickr API, enabling manag…
N/A N/A
50585
inardini
Enables LLMs to generate and retrieve long-term memories using Vertex AI Memory…
50586
asmaaziry19
test Claim
N/A N/A 95
50587
ahmedEid1
Lumen Claim
Self-hostable agentic-AI LMS: catalog, RAG tutor, FSRS reviews, AI authoring, i…
N/A N/A
50588
bluewms
Enables AI assistants to query and operate Dingjie ERP system via natural langu…
50589
lm203688
AIShield Claim
Scans MCP servers and AI tools for security risks, providing 4-dimensional scor…
50590
NimbleBrainInc
Enables news search and headline retrieval using NewsAPI. Supports getting top …
50591
shuohui-air-technology
MCP server for detecting AI writing patterns in Chinese academic text and provi…
N/A N/A
50592
Aditya251610
OpenTool Claim
OpenTool is an MCP server that provides AI agents with secure, authenticated ac…
50593
g2zz
A local MCP server that delegates tasks to a subagent runtime via OpenAI-compat…
N/A N/A
50594
homeloanexpress
Enables AI assistants to answer mortgage-related queries by providing tools for…
50595
hydai
An open-source MCP server that aggregates Taiwan public data sources (data.gov.…
50596
radenaisa
mubdi Claim
N/A N/A 95
50597
sbmilburn
nmap-mcp Claim
An nmap MCP server for AI-assisted network security auditing, providing 14 purp…
N/A N/A
50598
miguelcc06
Enables hybrid semantic and full-text search over OpenClaw documentation, with …
50599
sksachan
Provides dealership intelligence by integrating CRM, DMS, CDP, and analytics da…
N/A N/A
50600
truss-security
Query Truss threat intelligence via hosted MCP (OAuth). Growth+ plans.
Showing 50551–50600 of 66502 servers