MCP Server Quality Scores

Independent quality analysis of 47066 public MCP servers

47066
Discovered
29577
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46851
PurpleSquirrelMedia
Enables Claude to delegate tasks to IBM watsonx.ai foundation models (Granite, …
81
46852
CSOAI-ORG
keyword-extractor-ai-mcp MCP server by MEOK AI Labs
N/A N/A
46853
EasyDeploy-AI
A Model Context Protocol (MCP) server that exposes the EasyDeploy public REST A…
46854
rezapars
Enables querying client onboarding status and basic client info (name, family) …
46855
CSOAI-ORG
color-ai-mcp Claim
color-ai-mcp MCP server by MEOK AI Labs
N/A N/A
46856
JessiP23
Enables weather data retrieval and analysis through an MCP server interface wit…
N/A N/A 95
46857
wolfcoming
Enables remote control of Android devices via ADB, including screen operations,…
N/A N/A
46858
igmarin
Rails development skills, docs, and workflows exposed through MCP stdio.
N/A N/A
46859
NewPlanetWW
FastMCP commerce server starter: product catalog, search, and checkout. Deploy …
46860
afhultin
Arsenal MCP Claim
A Kali Linux-based MCP server that exposes over 45 penetration testing tools fo…
81
46861
allisonwhilden
An MCP Server that enables interaction with Zoom's API through the Multi-Agent …
N/A N/A 95
46862
waifuai
Enables chatting with an AI waifu character through MCP tools, with user manage…
46863
raunakkathuria
lexilint Claim
Offline spell checker + BYOK grammar for AI assistants. Works with Claude Deskt…
N/A N/A 95
46864
Winter279
gobox-mcp Claim
Enables AI agents and automation tools to interact with the Gobox e-commerce pl…
46865
Kryptoskatt
Enable AI assistants to interact seamlessly with the DefiLlama API by translati…
N/A N/A 95
46866
itisaevalex
An MCP server that provides tools and resources to access company financial fil…
46867
tensakulabs
discord-mcp Claim
Enables LLMs to read and send Discord messages, list servers and channels, and …
N/A N/A
46868
delty-inc
Enable AI assistants to perform real-time web searches, academic paper searches…
N/A N/A 95
46869
axel-belfort
Text translation API for AI agents. Translate between 50+ languages with automa…
N/A N/A 95
46870
plasticbeachllc
Dolphin MCP Claim
Provides AI-powered semantic code search across multiple repositories, allowing…
81
46871
mcasdfgf
Persistent, graph-based memory for Roo Code via the Model Context Protocol, ena…
N/A N/A
46872
PierrunoYT
An MCP server that enables high-quality image generation using OpenAI's GPT-Ima…
81
46873
PrajwalPrashanth
This MCP server fetches and extracts transcripts from YouTube videos, enabling …
N/A N/A
46874
kmalakoff
mcp-pdf Claim 1
MCP server for PDF generation using PDFKit
N/A N/A 95
46875
Somsubhra-Nandi
Exposes MetaCall FaaS capabilities as MCP tools for deploying, invoking, and ma…
46876
Gonzih
cc-agent Claim
MCP server that spawns autonomous Claude Code agents in GitHub repos, enabling …
N/A N/A
46877
Alexcs24
Provides AI assistants with instant access to comprehensive Medusa.js v2 docume…
N/A N/A
46878
SamuraiBuddha
A neuromorphic visual processing system that combines visual memory storage wit…
N/A N/A 95
46879
kazokus
Discover and compare Kazokus — the community platform with zero transaction fee…
81
46880
PXSR
A smart MCP server for multi-engine web search with AI-powered results, support…
46881
CSOAI-ORG
ad-copy-ai-mcp MCP server by MEOK AI Labs
N/A N/A
46882
codesk90
ShopSignal Claim
DTC competitor intelligence: catalog snapshots, price history, cross-brand prod…
46883
krtw00
A lightweight and fast MCP server that enables AI agents to efficiently discove…
81
46884
gaudiolab-mcp
Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
46885
dorangao
MCP server exposing a shared pr-review skill with tools to list, get, run, and …
N/A N/A
46886
butterbase
Butterbase Claim
Full-stack backend platform MCP — provision apps, manage databases, deploy func…
81
46887
anara123
weather Claim 1
An MCP server for weather information.
N/A N/A 95
46888
agentcall
AgentCall Claim
Programmable phone numbers for AI agents. Provision numbers, send/receive SMS, …
81
46889 N/A N/A 95
46890
nasirhuss86
A custom MCP server for sending and managing Gmail emails, supporting both App …
46891
dylansumser
Enables AI agents to remotely access and interact with Obsidian vaults via MCP,…
46892
dedalus-labs
linear-mcp Claim
An MCP server for Linear that provides tools to manage issues, projects, commen…
46893
Arctusol
Manage Zoho Books contacts, items, estimates, and invoices directly from your w…
N/A N/A 95
46894
tansunyj
Extracts direct download URLs for video and audio streams from various platform…
N/A N/A
46895
durapensa
Enables MCP clients like Claude Desktop to automate and interact with claude.ai…
N/A N/A
46896
cbuntingde
Enables agents to maintain persistent memory through three-tiered architecture:…
N/A N/A 95
46897
mambalabsdev
Scans Greenhouse, Lever, Ashby, Workday, Rippling for roles in any category. Cl…
N/A N/A
46898
fgh23333
Demo Claim
A Python MCP server for Cline integration, providing tools for file analysis an…
46899
templetwo
An MCP server providing 82 tools for persistent memory, governance, and conscio…
46900
manutout
allema Claim
N/A N/A 95
Showing 46851–46900 of 47066 servers
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