MCP Server Quality Scores

Independent quality analysis of 40750 public MCP servers

40750
Discovered
29237
Scored
2095
Verified
16951
Complete

Last updated 1 hour, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40601
jdubois
A wrapper around the Azure CLI command line that allows you to talk directly to…
N/A N/A 95
40602
clauxel
A paid remote MCP for developer endpoint scanner MCP, built to return verdicts,…
40603
fieldcure
rag Claim
MCP RAG server with hybrid search, multi-KB support, and AI-powered chunk conte…
N/A N/A
40604
subzeroid
hikerapi-mcp Claim
MCP server for HikerAPI — auto-generates 100+ Instagram tools (profiles, posts,…
40605
xiaobenyang-com
Break down complex problems into adjustable, multi-step reasoning. Plan, revise…
N/A N/A 95
40606
adrian
garmin-mcp Claim
N/A N/A 95
40607
Real-time web search, reasoning, and research through Perplexity's API
N/A N/A 81
40608
theanshsonkar
Enables AI coding tools to query your live codebase for routes, import graph, d…
N/A N/A
40609
pierre
Launch instant calls and share links with customers. Start an Assist recording …
81
40610
CSOAI-ORG
readme-generator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
40611
ybjeon
testyb Claim
N/A N/A 95
40612
bperezpereira
mcp Claim
Chilean DTE/SII invoicing — issue invoices, reconcile payments and manage clien…
40613
NormiHQ
normi Claim
French real estate data API (DVF) — 17M+ geocoded transactions since 2014.
N/A N/A 83
40614
beznazwiska
Pixel-perfect HTML/CSS to PNG/JPG/WebP for AI agents — inline image or 24h host…
N/A N/A
40615
hello-3ubk
Extract specified key-values and all recognizable structured data from .pdf usi…
81
40616
Competitive pricing, ads, SEO moves, launches, reviews, and daily market briefs.
N/A N/A 81
40617
agentic-eng
a2db Claim
Safe, read-only database access for AI agents. 5 databases, batch queries, SQLG…
N/A N/A 95
40618 N/A N/A 95
40619
iduryodhanrao
Provides tools to read PDFs, extract images, convert between PDF and DOCX, crea…
N/A N/A
40620
xiaobenyang-com
Generate cryptographically secure integers, floats, bytes, UUIDs, strings, bool…
N/A N/A 95
40621
LutoLabs
MyAITwin Claim
A personal RAG database you build from chat, so AI creates work that sounds lik…
40622
ArtKeyAi
Bhived MCP Claim
Shared knowledge graph, skills, and tool discovery for AI agents through the Mo…
N/A N/A
40623
MineJPGcraft
Expert MCP Claim
Enables AI models to consult a configured advanced model (e.g., GPT-5.5, Claude…
40624
verifiedhumancert
Enables querying the Verified Human Cert registry to verify human-made music ce…
40625
honeylabshq
Honeypot threat intelligence for AI agents. Query 90 days of probe data from ou…
40626
fundfluent-admin
Access a comprehensive suite of tools and resources to help startups and small …
N/A N/A 95
40627
clauxel
A paid remote MCP for ShipSwift, built to return verdicts, receipts, usage logs…
40628
CesarRL23
Enables CRUD operations on student records via REST API and MCP interface, with…
N/A N/A
40629
malamutemayhem
MCP server for the UnClick agent platform, providing native endpoint tools for …
83
40630
ExaDev
Agent Comms Claim
Cross-harness communication mesh for LLM agents — rooms, DMs, presence, and vis…
N/A N/A
40631
shomechakraborty
High-value scientific tools for AI agents — literature search (PubMed, arXiv, S…
40632
Bitbucket MCP Claim 1
Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integrat…
N/A N/A 81
40633
CSOAI-ORG
qidi-printer-mcp MCP server by MEOK AI Labs
N/A N/A
40634
jcjamet
130+ QA & dev tools for AI agents: prompt injection, RAG testing, VLM eval, gua…
40635
dealermax
mcpmax Claim
Italian automotive platform, AI-ready Cross-dealer semantic search across 100+ …
81
40636
MCP-Mirror
Enables access to WeatherXM PRO weather station data, including real-time obser…
81
40637 N/A N/A 95
40638
ReplicantArmy
Search and license 217,000+ authentic vintage 8mm home movie clips from the 193…
81
40639
OpenSoul-MCP
OpenSoul MCP Claim
An open-source personality profiling system that enables users to record and an…
81
40640
cameroncooke
XcodeBuildMCP provides tools for Xcode project management, simulator management…
N/A N/A 95
40641
bgauryy
Enables AI assistants to intelligently search and explore local file systems us…
N/A N/A 95
40642
huangmy157
shopify Claim
N/A N/A 95
40643
kazuph
A server that allows interaction with Google's Gemini AI through the Gemini CLI…
N/A N/A 95
40644 N/A N/A 95
40645
DigitalVanguardSolutions
Genesys MCP Claim
Enables AI agents to interact with Genesys Cloud platform through MCP tools, re…
40646
redirhub
Control every redirect from your AI assistant. Create, update, test, and monito…
40647
8bitsats
A server that connects to the xAI/Grok image generation API, allowing users to …
81
40648
lee30934-byte
A personal desktop automation MCP server providing tools for screen/mouse/keybo…
N/A N/A
40649
noelregis18
A full-stack web application that allows users to upload, view, edit, and delet…
N/A N/A 95
40650
andrew-schreiber1
Technographics for desktop apps (like builtwith.com)
81
Showing 40601–40650 of 40750 servers