MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50401
mojaqhq
MOJAQ Claim
Read-only MCP server for MOJAQ: give any AI assistant natural-language access t…
50402
muizzahabibi
A standalone MCP server for Ubersuggest that runs entirely locally using SQLite…
N/A N/A
50403
osherai
Enables LLMs like Claude to interact with Pipedrive CRM data through a standard…
50404
avclabs
media-mcp Claim
MCP Server for video enhancement and image segmentation (SAM3)
N/A N/A
50405
amr05008
Enables LLMs to access a user's personal writing context—voice, style, opinions…
N/A N/A
50406
xuange520
Ruishu MCP Claim
An MCP server that bridges LLMs with dynamic real-world data by leveraging Chro…
50407
Knuckles-Team
MCP server enabling interaction with ServiceNow API for managing incidents, CMD…
50408
ope-olatunji
Renders SVG to PNG so AI agents can see the SVG they generate.
N/A N/A
50409
crunchtools
mcp-ashigaru Claim
An MCP server that enables autonomous code development by pulling GitHub issues…
50410
ifmelate
Enables AI agents to ask clarification questions and receive structured user in…
N/A N/A
50411
aliboIly
Tripwire Claim
MCP for Roblox Studio and Open Cloud: drive Studio, run headless tests, and rev…
N/A N/A
50412
daizehua-wq
Enables AI agents to generate structured intelligence reports for electronic ch…
50413
saudqsaleshandy
Enables to extract TypeScript methods, functions, and their relevant imports an…
N/A N/A
50414
dacast
mcp-server Claim
N/A N/A 95
50415
imjac0b
hko-mcp Claim
Provides tools to access Hong Kong Observatory open data, including weather for…
50416
GuillaumeRacine
Find 5 explainable, personalized gift recommendations from inside any MCP clien…
50417
moguls753
cortex Claim
A self-hosted personal memory assistant that captures and retrieves thoughts vi…
N/A N/A
50418
Sathvik-1007
SIFT Kernel Claim
MCP server that enforces forensic methodology and prevents hallucinations by re…
N/A N/A
50419
agentaudit-dev
AgentAudit Claim
Enables AI agents to scan MCP servers and AI packages for vulnerabilities, prom…
N/A N/A
50420
formatika-app
mcp Claim
Convert, compress, resize and trim images, audio, video and PDFs from local pat…
N/A N/A
50421
jayimu
Enables AI assistants to analyze network traffic using Wireshark/tshark, provid…
N/A N/A
50422
Baneado98
rug-check Claim
On-chain rug-pull & honeypot risk screen for ERC-20 tokens, providing a SAFE / …
50423
SteepHq
Steep Claim
Query metrics, targets, entities, and team data in your Steep workspace via MCP.
50424
mpawlikcreatio
A Node.js MCP server that enables LLM tools to list and read local guide and pr…
N/A N/A
50425
aaronaalmendarez
Connects AI assistants to Roblox Studio, enabling them to interact with instanc…
N/A N/A
50426
global-mysterysnailrevolution
Enables controlling linear rails via natural language commands through Claude A…
50427
CSOAI-ORG
content-calendar-ai-mcp MCP server by MEOK AI Labs
N/A N/A
50428
sujithpvarghese
An autonomous AI operations hub for enterprise e-commerce that uses a decentral…
50429
TedyHub
MCP server for AI-powered translation management in i18n projects, enabling aut…
N/A N/A
50430
davidpanter
Provides systems thinking models as composable analysis lenses for architecture…
N/A N/A
50431
coffe-d
Enables Claude Code to describe images and extract text using Kimi/Moonshot vis…
N/A N/A
50432
husnainsr
Mirrors a SharePoint document library to disk and enables AI assistants to sear…
50433
Hyeongseob91
Generate detailed weapon recoil trajectory data for machine guns, pistols, and …
N/A N/A 95
50434
mfukushim
An MCP server that provides a Reversi game where the AI cannot cheat because ga…
50435
megamaced
MCP server for Nextcloud Collectives that exposes collectives, pages, tags, att…
50436
avohq
Avo Claim
Define, ship & query your analytics tracking from one source of truth, trusted …
50437
markobullrush
Enables natural language management of Motion tasks, projects, schedules, and m…
50438
Rug-Munch-Media-LLC
33 crypto security tools via x402 micropayments. Auto-refund guarantee. $0.01-$…
50439
bkmashiro
weixin-mcp Claim
Enables AI assistants to send and receive WeChat messages through the official …
N/A N/A
50440
Tai-DT
archify-mcp Claim
Analyzes project ideas and recommends suitable tech stacks, features, and archi…
N/A N/A
50441 N/A N/A 95
50442
nawani-rohit
A lightweight MCP server that provides analytics on SpaceX launches, including …
50443
cloudflare-mcp-apps
A skeleton template for building MCP servers with SEP-1865 interactive widget s…
81
50444
leomarviegas
ollqd Claim
Enables indexing and semantic search of codebases and documents via MCP, using …
N/A N/A
50445
david-valdivia
Enables Claude to read, create, update, and manage files in Google Drive throug…
50446
tivaliy
mcp-xray Claim
A lightweight server that bridges the MCP protocol with the Atlassian Jira Xray…
50447
lu1ee
Reads the local SQLite cache of the Notion desktop app to enable fast, offline …
N/A N/A
50448
felixboehm
A unified HTTP/HTTPS service that exposes Model Context Protocol (MCP) function…
81
50449
hGf-hansheng
ca Claim
N/A N/A 95
50450
xiaobenyang-com
drand Claim
Fetch publicly verifiable randomness from the drand quicknet. Retrieve the late…
N/A N/A 95
Showing 50401–50450 of 66502 servers