MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49951
nicoaguerrero
MCP Server for interacting with the MyAnimeList API, allowing LLM clients to ac…
49952
vtomilin
mermaider Claim
Validates Mermaid diagram syntax using a persistent browser for fast, reliable …
N/A N/A
49953
XlogicX
Provides tools to test regex patterns for correctness, performance (ReDoS), and…
N/A N/A
49954
mkcrw
Diagnoses why a FiveM server or resource is broken by scanning local configs, m…
N/A N/A
49955
ankitachotaliya2310
Provides inventory analysis, risk assessment, demand forecasting, and recommend…
N/A N/A
49956
gowinston-ai
MCP server for Winston AI's detection tools, enabling AI content detection, pla…
49957
vineethwilson15
semamerge Claim
MCP server that detects semantic (non-textual) merge conflicts between Git bran…
N/A N/A 95
49958
lespaceman
Gives AI agents a compact, semantic interface to the browser, returning structu…
N/A N/A
49959
bina165
Provides LLMs with access to Microsoft Outlook email functionality, allowing th…
N/A N/A
49960
melvenac
A persistent, cross-session knowledge base for AI agents that indexes session h…
N/A N/A
49961
SohniSwatantra
An open-source AI agent powered by a local LLM (Qwen3.5 9B) running on decentra…
49962
smartbookingofc
Retrieve your Smart Booking appointments with structured access. Filter by day,…
N/A N/A 95
49963
floriscornel
todo-mcp Claim
A simple, powerful Todo list manager for Claude Desktop and other MCP-compatibl…
N/A N/A
49964
sketch-hq
Sketch MCP Claim
An official MCP server that allows AI clients to interact with Sketch designs, …
N/A N/A
49965
zachsnow
parsley-mcp Claim
An MCP server that connects AI assistants to the Parsley platform for recipe ma…
49966
Hovhanns97
A remote Model Context Protocol server that lets Claude on claude.ai browse you…
49967
wyre-technology
An MCP server for the Salesbuildr platform, providing tools to manage quotes, p…
49968
RMANOV
Governed cross-agent memory for coding agents with hybrid retrieval, provenance…
N/A N/A
49969
walidb212
Anonymous TikTok & Douyin downloader — metadata, download, and batch via dltik.…
N/A N/A 83
49970
jbaker48
Connects to Garmin Connect and exposes fitness and health data (activities, ste…
49971
goodwokdev
op-mcp Claim
Enables to manage 1Password resources including vaults, items, documents, users…
N/A N/A
49972
gangadharnitw
Semantic search and structured queries over IEEE 802.11 specifications, enablin…
N/A N/A
49973
bobmatnyc
A CLI-first semantic code search tool with MCP integration for AI assistants, e…
N/A N/A
49974
ShaunakInamdar
AI-powered scheduling assistant that checks calendars, finds mutual availabilit…
49975
vinkius-labs
Converts raw HTML to clean Markdown, optimized for LLM token efficiency and det…
49976
thenets
ghost-mcp Claim
Enables interaction with Ghost CMS sites through both Content (read-only) and A…
N/A N/A
49977
shreyashp77
Llama-Bridge Claim
MCP server that enables cloud models (like Gemini/Claude) to delegate coding ta…
N/A N/A
49978
einar
airtable Claim
N/A N/A 95
49979
AStheTECH
Schedule smarter - create, search, and manage Google Calendar events through AI.
N/A N/A
49980
weeebdev
litellm-mcp Claim
MCP server that provides tools to interact with the LiteLLM proxy API, enabling…
49981 N/A N/A 95
49982
PoOpOpO
Enables interaction with SharePoint Online and OneDrive content via Microsoft G…
49983
Geun-Oh
This server enables interaction with Amazon S3 buckets for listing and retrievi…
49984
ClassiFinder
Scans text for leaked secrets and credentials, and redacts them before sending …
49985
rhamevangelista
Analyzes websites like a senior performance engineer and produces prioritized C…
N/A N/A
49986
stormbliss
Enables monitoring and management of SD-WAN devices through REST API endpoints,…
49987
naga-pavan12
MealOS Claim
Enables users to plan meals and place orders across Swiggy Food, Instamart, and…
N/A N/A
49988
8z2wz746tv-png
Destiny MCP Claim
Manage your Destiny 2 inventory, weapons, and loadouts through AI. Integrates w…
N/A N/A
49989
jeel00dev
Generates beautiful Excalidraw diagrams from natural language descriptions usin…
N/A N/A
49990
connxio
Provides tools for managing Connxio integrations, code components, environment …
49991
pauloFroes
mcp-yt-dlp Claim
MCP server wrapping yt-dlp for downloading videos and audio from URLs, providin…
N/A N/A
49992
avfrancev
Enables searching and retrieving job listings from a Supabase database (h.caree…
49993
carlyou
A community-maintained MCP server for interacting with PagerDuty accounts, enab…
49994
edgarfloresguerra2011-a11y
8,582 MCP servers certified with 3-layer Sentinel security audit
49995
agentverus
Security scanning for AI agent skills exposed as MCP tools, enabling skill anal…
49996
d11r
servo-mcp Claim
Enables AI agents to see and control your desktop with tools for screenshots, c…
N/A N/A
49997
nic01asFr
Enables Claude to interact with collaborative Docs instances, providing documen…
49998
PaulVineethP
Enables AI assistants to interact with Azure DevOps APIs for managing projects,…
49999
aspose-cells-cloud
Automates Microsoft Excel spreadsheet creation and editing via MCP tools for an…
50000
AndreasDietzel
Enables AI assistants to analyze, rename, categorize, and organize local docume…
N/A N/A
Showing 49951–50000 of 67226 servers
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