MCP Server Quality Scores

Independent quality analysis of 62662 public MCP servers

62662
Discovered
30118
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33651
RFH-PDTest
An MCP router that connects to multiple PagerDuty sandbox environments for test…
N/A N/A
33652
luke-fairbanks
Enables AI agents to discover, configure, and manage local development servers.…
N/A N/A
33653
FlorianWilk
mood Claim
Enables AI to display its current mood as a locally generated ASCII face using …
N/A N/A
33654
thevgergroup
MCP server for Apollo.io B2B database enabling people and company search, enric…
33655
Cyreslab-AI
Enables checking URLs against PhishTank's phishing database, searching for phis…
33656
VirixLabs
HumanBrowser Claim
Cloud Chromium for AI agents — stealth, residential proxies, captcha solving, A…
33657
gurunate
node-mcp-poc Claim
A minimal MCP server that exposes tools for addition, echoing text, time lookup…
33658
amazingashis
Exposes Cursor-style skill packs (SKILL.md trees) via MCP resources, tools, and…
33659
dividduang
An MCP server that bridges AI assistants to real terminal sessions, enabling cr…
N/A N/A
33660
senderkit
SenderKit Claim
Build and send email, SMS, and push straight from your AI agent.
33661
evanatpizzarobot
vr-org-mcp Claim
Read-only MCP server for VR.org providing live VR/AR/XR news, editorial, deals,…
33662
Muqaram0
Provides structured pentesting methodology knowledge base with 7 read-only tool…
33663
JoeyMckenzie
questlog-mcp Claim
An MCP server that wraps the Taskwarrior CLI to allow AI assistants to create, …
N/A N/A
33664
Thaiebu
Lightweight MCP server for adding, reading, and summarizing sticky notes persis…
N/A N/A
33665
aliildan
ytb-tools Claim
Enables AI assistants to search YouTube, fetch transcripts, and get AI summarie…
N/A N/A
33666
mcpassistant
Provides programmatic access to MCP server testing, debugging, and validation c…
N/A N/A 95
33667
Wide-Moat
MCP server that gives any LLM a managed Docker workspace with live browser, ter…
33668
sophtron
Enables users to connect bank accounts within a chat session using Sophtron's U…
33669
charliehzm
medharness Claim
Harness Engineering for Medical AI Coding · HIPAA + PIPL compliant · 12-step SO…
N/A N/A
33670
aramai-schematica
CoreModels MCP Server provides 16 tools for AI agents to manage graph-based dat…
33671
danielnaranjo
Enables AI assistants to search and retrieve information from the official Magn…
N/A N/A
33672
wyh0626
Enables AI coding assistants to store and retrieve persistent long-term memory …
N/A N/A
33673
om-surushe
Enables AI assistants to interact with Azure DevOps through an MCP server with …
N/A N/A
33674
aniketbiswas
Enables AI assistants to search, create, and manage notes in an Obsidian vault …
N/A N/A
33675
TheWhykiki
hass-mcp Claim
MCP server for controlling and querying Home Assistant via its REST API, exposi…
33676
pkovitan
MCP server for MikroTik RouterOS with multi-router support, environment-based a…
33677
las7
reachpad-mcp Claim
Enables agents to share and hand off documents with stable URLs, comment, and g…
33678
mcpflow
freepik-mcp Claim
MCP server for searching, downloading Freepik stock resources and generating im…
33679
donlothario
An MCP server for querying and analyzing a Stash instance with advanced filters…
33680
usiegj00
Access and manage your Earth Class Mail virtual mailbox, including viewing mail…
N/A N/A
33681
Memory for AI agents that can't hallucinate — cited or abstains, provable forge…
N/A N/A 81
33682
abhij1306
CodeWeave enables AI coding clients to inspect, edit, and validate a configured…
33683
zueai
Enables the creation and deployment of API-based MCP tools for Cursor Agent usi…
81
33684
JithunMethusahan
Enables interaction with the Dog API through natural language, supporting opera…
33685
xaelophone
arena-mcp Claim
Enables interaction with Are.na channels and content through natural language, …
N/A N/A
33686
CSOAI-ORG
accounting-ai-mcp MCP server by MEOK AI Labs
N/A N/A
33687
artvandelay
Enables AI assistants to access and query ARTPARK's public health datasets incl…
N/A N/A
33688
cybaea
An advanced MCP server that provides an agentic interface to Google's Gemini 3.…
33689
Gaivoronsky
huntflow-mcp Claim
MCP server for HuntFlow ATS API v2, providing tools to manage vacancies, candid…
33690
aiperceivable
Exposes FastAPI routes as MCP tools with auto-discovery, Pydantic schema extrac…
33691
uncagedspirit
An MCP server that generates pixel-art PNGs from text prompts, using a free ima…
N/A N/A
33692
stevederico
mongo-mcp Claim
An MCP server that enables querying, inserting, updating, deleting, aggregating…
N/A N/A
33693
TskYmmt
Self-documenting MCP server enabling AI agents to autonomously create, manage, …
N/A N/A
33694
JeromyJSmith
Enables Claude to interact with cognee for cognitive augmentation, supporting l…
N/A N/A
33695
molpass
mcp-bible Claim
MCP server for Bible study, providing multi-version verse lookup, keyword/seman…
N/A N/A
33696
NanthagopalEswaran
An MCP server exposing calculator, file read, and file write tools for the Gemi…
N/A N/A
33697
webloom-agency
Find backlink opportunities, analyze competitors, discover similar domains with…
33698
smart-compost
MCP server for Smart Compost platform that lets LLM agents list composting proc…
33699
DeDuckProject
MCP server wrapping Google's Stim stabilizer circuit simulator. Wire it up to a…
33700
undefphoenixdev
MCP connector for Postly Cloud email service, allowing AI tools to send emails,…
Showing 33651–33700 of 62662 servers
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