MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

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67286
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32341
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2112
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Last updated 1 hour, 5 minutes ago

Grade Distribution

Score Distribution

Newly Added

CommercialBuses F Cogram Project F ChainFolioAI F Belindoc Translator F AI Daily Brew F

Biggest Gainers

Pinch Grocery Prices (Australia) +44 Done Bear +44 Antevo Wealth +43

Biggest Drops

BridgeToAgent — AI Readiness -60 workbench -48 AGI Alpha -47
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58901
ahmadzafar-code
A safe, redacting MCP server for Apple Mail on macOS that enables an LLM to rea…
 — ○ ⏳ — N/A N/A — — —
58902
hawklithm
AI-powered sensitive info detection and masking MCP server supporting 14+ types…
 — ○ ⏳ — N/A N/A — — —
58903
pmccarroll-fuel
thincms-mcp Claim 1
MCP server for ThinCMS that gives AI agents typed tool access to manage content…
 — ○ ⏳ — — — — 81 —
58904
josephsenior
An MCP server that gives AI coding agents real-time access to the public-apis d…
 — ○ ⏳ — N/A N/A — — —
58905
bluestemso
Provides full access to the Coda API v1, enabling AI agents to interact with Co…
 — ○ ⏳ — — — — — —
58906
ashcastelinocs124
A central MCP server that connects to multiple MCP servers and intelligently ro…
 — ○ ⏳ — N/A N/A — — —
58907
tumourlove
Provides build diagnostics and editor log tools for Unreal Engine AI developmen…
 — ○ ⏳ — N/A N/A — — —
58908
Jacques-Murray
An MCP server that connects LLM agents to a WooCommerce store via its REST API,…
 — ○ ⏳ — — — — — —
58909
carljmosca
An MCP server running in the browser via WebAssembly, providing tools like getC…
 — ○ ⏳ — N/A N/A — — —
58910
sandraschi
A FastMCP server providing comprehensive file system, Docker, and Git operation…
 — ○ ⏳ — N/A N/A — — —
58911
just-an-oldsalt
Bob Ross Claim
Enables AI agents to manage a Canonical Landscape estate, including inventory, …
 — ○ ⏳ — — — — — —
58912
chiz0me
Enables scanning Express.js route surfaces for inventory and audit, classifying…
 — ○ ⏳ — N/A N/A — — —
58913
teleomorph
Pinako AI Bridge is the MCP server that connects Pinako, a Chromium extension f…
 — ○ ⏳ — N/A N/A — — —
58914
BusyBee3333
Provides 108 tools and 15 React apps to manage ServiceTitan field service opera…
 — ○ ⏳ — — — — — —
58915
priyasogani8-star
A WhatsApp MCP server providing 32 tools for Claude, Cursor, and Windsurf, incl…
 — ○ ⏳ — N/A N/A — — —
58916
thoriphes
MCP server for TrueNAS Scale that enables AI assistants to manage storage pools…
 — ○ ⏳ — — — — — —
58917
BrightLin
MCP server that provides a greeting tool to say hello to users.
 — ○ ⏳ — — — — — —
58918
skydeckai
A lightweight MCP server for bringing GitHub repositories into context for larg…
 — ○ ⏳ — — — — — —
58919
MAG-Cie
MCP server for Microsoft To Do via Microsoft Graph. MSAL device code flow, no c…
 — ○ ⏳ — N/A N/A — — —
58920
eemijuntunen
An MCP server for managing OpenSearch Dashboards, enabling AI assistants to cre…
 — ○ ⏳ — — — — — —
58921
gbaeke
mcp-obo Claim
Implements the on-behalf-of flow with Entra ID to enable authorized calls to Mi…
 — ○ ⏳ — — — — — —
58922
Fredwong76
An MCP server that indexes Singapore Government GCC documentation and exposes s…
 — ○ ⏳ — N/A N/A — — —
58923
ai-mcp-garage
Provides timezone-aware date and time information with configurable time format…
 — ○ ⏳ — — — — 81 —
58924
openpoem
Enables parsing, validating, and translating POEM pseudo-code specifications in…
 — ○ ⏳ — N/A N/A — — —
58925
mallikarjun-angadi
Minimal MCP server for testing SkyStage's self-auth auto-detection feature. It …
 — ○ ⏳ — — — — — —
58926
Faxtom
MCP server for querying Google NotebookLM notebooks, enabling AI assistants to …
 — ○ ⏳ — N/A N/A — — —
58927
cyanheads
Search US court opinions, federal dockets, judges, citations, and oral argument…
 — ○ ⏳ — — — — — —
58928
AgentX-ai
Enables AI assistants to extract YouTube video metadata, subtitles, and top com…
 — ○ ⏳ — — — — — —
58929
loudMore
mcp-eyes Claim
A drop-in MCP server that pairs long-context reasoning LLMs with vision models …
 — ○ ⏳ — N/A N/A — — —
58930
CSOAI-ORG
MCP server for regulatory webhook. Features subscribe, get recent changes, chec…
 — ○ ⏳ — N/A N/A — — —
58931
oO
An MCP server that provides write access to Figma through the Plugin API, enabl…
 — ○ ⏳ — N/A N/A — — —
58932
alvii147
localhostmcp Claim
Enables LLMs to send HTTP requests to a local development server, allowing inte…
 — ○ ⏳ — N/A N/A — — —
58933
moeharrington
Enables GitHub Copilot to query BigQuery and render interactive React visualiza…
 — ○ ⏳ — N/A N/A — — —
58934
ktibbs9417
Enables AI assistants to perform Google Workspace administrative actions via GA…
 — ○ ⏳ — N/A N/A — — —
58935
Citrus086
Bridges a local mcporter registry into a single MCP server, enabling clients li…
 — ○ ⏳ — N/A N/A — — —
58936
bhavesh0009
Provides comprehensive trading and market data functionality for Indian equity …
 — ○ ⏳ — — — — 81 —
58937
danielrosehill
An MCP server for audio-to-text transcription using Google's Gemini API via Ope…
 — ○ ⏳ — — — — — —
58938
antonio-mello-ai
mcp-airflow Claim
Manage Apache Airflow through its REST API — list DAGs, inspect DAG runs and ta…
 — ○ ⏳ — N/A N/A — — —
58939
vohongtho
Provides LLMs with code intelligence tools like relationship explanation, PR im…
 — ○ ⏳ — N/A N/A — — —
58940
zyndai
MCP server for AgentDNS that allows Claude or any MCP client to register a pers…
 — ○ ⏳ — N/A N/A — — —
58941
Arvind29
Retrieves YouTube video title, duration, and transcript. Supports language pref…
 — ○ ⏳ — — — — — —
58942
anycast-net
Enables AI assistants to manage agents, webhooks, and P2P connectivity on the A…
 — ○ ⏳ — — — — — —
58943
hidden-ones-dev
engram-mcp Claim
MCP plugin that connects Cursor, Claude, and other hosts to an Engram workspace…
 — ○ ⏳ — — — — — —
58944
Astralchemist
StickyInc Claim
Captures commitments from LLM conversations into a persistent local task list s…
 — ○ ⏳ — N/A N/A — — —
58945
iancollins27
mailsnail Claim
An open-source MCP server for sending physical mail (letters, postcards, certif…
 — ○ ⏳ — — — — — —
58946
lazymac2x
Cloudflare Workers MCP server: ai-prompt-optimizer
 — ○ ⏳ — — — — — —
58947
axel-belfort
Hyperliquid vault analytics API for AI agents. Performance data for all Hyperli…
 — ○ ⏳ — N/A N/A — 95 —
58948
harnyk
Enables AI agents to send notifications and media (text, photos, documents, vid…
 — ○ ⏳ — — — — — —
58949
mcmurrym
Weather API tools — current, hourly, daily forecasts, and historical data.
 — ○ ⏳ — N/A N/A — 83 —
58950
emokhtareg
A minimal MCP server that provides a single 'hello' tool returning 'Hello, worl…
 — ○ ⏳ — — — — — —
Showing 58901–58950 of 67286 servers
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